This week on The Changelog we’re talking with Joe Reis about data engineering and the beginning of generative AI. We discuss, phone hacking via frequency, the role of a data engineer, this AI hype cycle we’re in, build vs buy, the disconnect between data analysts and the business, ethical considerations around AI-generated content, and more. We also discuss the tension between AI and traditional engineering, as well as the inevitability of AI integration into pretty much everything.

KBall & Amal interview Alex & Pavel from the Angular Signals team. They cover the history, how the Angular team decided to move to signals, what the new mental model looks like, migration path & even dive into community integrations and future roadmap.

Angellica is joined by Neil S Primmer & Benji Vesterby to share their experience organizing “Capture the Flag” at GopherCon 2023. CTF events involve teams vying for supremacy as they strive to gather digital flags (presented as strings) and successfully submit them to the competition organizers. In essence, it’s a thrilling “scavenger hunt for nerds.” Join us as we unravel the intricacies and excitement of this unique gaming experience!

Recently the release of the rabbit r1 device resulted in huge interest in both the device and “Large Action Models” (or LAMs). What is an LAM? Is this something new? Did these models come out of nowhere, or are they related to other things we are already using? Chris and Daniel dig into LAMs in this episode and discuss neuro-symbolic AI, AI tool usage, multimodal models, and more.

The Rune team announces $100k in open source grants for indie game devs, the Zed code editor is now open source, the Ollama team releases Python & JavaScript libraries, Max Bernstein tells the story of Scrapscript & Pooya Parsa writes up some notes from a tired maintainer.

Our old friend José Valim & his team have been hard at work adding gradual typing to Elixir. They’re only 1-3% of the way there, but a lot of progress has been made. So, we invited him back on the show for a deep-dive on why, how & when Elixir will be gradually typed.

This week we’re going deep on security and what it takes to shift left, seriously. Adam is joined by Justin Garrison (co-host of Ship It), plus two members of the BoxyHQ team — Deepak Prabhakara, Co-founder & CEO and Schalk Neethling, Community Manager and DevRel as well as fellow Changelog Slack member. We discuss how to shift left, the role of the developer and the burden of security, the importance of tooling, the difference between authentication and authorization, and a mindset change for when security takes place — it’s a matter of “when” not “who.”

Shaundai Person joins Jerod & Nick for a fascinating discussion of her transition from a sales position to Senior Software Engineer at Netflix. Along the way, we discuss sales as a superpower, how to build confidence in yourself & even sneak a little TypeScript talk in there because you know who…

Small changes in prompts can create large changes in the output behavior of generative AI models. Add to that the confusion around proper evaluation of LLM applications, and you have a recipe for confusion and frustration. Raza and the Humanloop team have been diving into these problems, and, in this episode, Raza helps us understand how non-technical prompt engineers can productively collaborate with technical software engineers while building AI-driven apps.

Over the past 8 years, Go Time has published 300 episodes! In this episode, the panel discusses which ones they loved the most, some current stuff that’s in the works, what struggles the podcast has had & what we’re planning for the future.

Alex Ellis’ new actions-batch project uses GitHub Actions as a time-sharing supercomputer, DevDocs.io combines multiple API documentations in a fast, organized, and searchable interface, Jarred Sumner announces Bun’s very own JavaScript shell, Shoelace is a forward-thinking library of web components & Martin Heinz writes an awesome guide to building an indoor air quality monitoring system with Prometheus, Grafana & a CO2 sensor.

Jerod, Adam Argyle & the CompressedFM crew hang out prior to their Fronted Feud battle! They discuss CSS as a programming language, Apple’s walled garden, how nobody is on the same social media sites anymore, how to choose tech, the community’s sentiment shift on GraphQL & a whole bunch more. (This episode is for Changelog++ ears only.)

Techno Tim is back with Adam to discuss the state of homelab in 2024 and the trends happening within homelab tech. They discuss homelab environments providing a safe place for experimentation and learning, network improvement as a gateway to homelab, trends in network connection speeds, to Unifi or not, storage trends, ZFS configurations, TrueNAS, cameras, home automation, connectivity, routers, pfSense, and more. Umm, should we make these conversations between Adam and Tim more frequent?

Una & Adam from The CSS Podcast defend their Frontend Feud title against challengers James & Brad from CompressedFM. Let’s get it on!

This week we’re joined by FreeBSD & OpenZFS developer, Allan Jude, to learn all about FreeBSD. Allan gives us a brief history of BSD, tells us why it’s his operating system of choice, compares it to Linux, explains the various BSDs out there & answers every curious question we have about this powerful (yet underrepresented) Unix-based operating system.

Recently, Intel’s Liftoff program for startups and Prediction Guard hosted the first ever “Advent of GenAI” hackathon. 2,000 people from all around the world participated in Generate AI related challenges over 7 days. In this episode, we discuss the hackathon, some of the creative solutions, the idea behind it, and more.

In this episode Matt joins Kris & Jon to discuss Kafka. During their discussion they cover topics like what problems Kafka helps solve, when a company should start considering Kafka, how throwing tech like Kafka at a problem won’t fix everything if there are underlying issues, complexities of using Kafka, managing payload schemas, and more.

Niklaus Wirth makes his plea for lean software, PocketBase puts your entire backend in 1 file, Vanna is a Python RAG framework for accurate text-to-SQL generation, Henrik Karlsson wants you to think more about what to focus on & Calvin Wankhede shares how he built a fully offline smart home (and you should too).

It’s our 13th Kaizen episode! We’re back from KubeCon, we’re making goals for the year, we’re migrating to Neon & we’re weighing the pros/cons of building our own custom CDN.

Carson Gross (creator of htmx) & Alex Russell (Mr. Web Platform 3000) join Amal for an EPIC discussion on web architectures, the evolution of rendering patterns & the advantages of hypermedia and htmx. We dive deep on why modern web app best practices are falling short & explore how htmx gives devs an HTML-first approach to use tech that’s over 20 years old. Tune in to learn a new way to do something old, so you can simplify your code & use JavaScript when/where it’s uniquely able to shine ✨

Justin Garrison joins us to talk about Amazon’s silent sacking, from his perspective. He should know. He works there. Well, as of yesterday he quit. We discuss how the cloud and Kubernetes have transformed the way software is developed and deployed, the impact silent layoffs have on employees and their careers, speaking out about workplace issues (the right way), how changes in organizational structure can lead to gaps in expertise and responsibility which can lead to potential outages and slower response times. By the way, we officially let the cat off out of the bag in this episode. Justin has joined the ranks here at Changelog and is taking over as the host of Ship It! Expect new episodes soon.

We scoured the internet to find all the AI related predictions for 2024 (at least from people that might know what they are talking about), and, in this episode, we talk about some of the common themes. We also take a moment to look back at 2023 commenting with some distance on a crazy AI year.

Daniel Stenberg is frustrated with the state of AI tooling for finding security bugs, Brian Birtles is surprised by weird things engineers believe about web dev, Feross Aboukhadijeh details the fallout from a nasty npm prank, Rob Pike shares what he thinks they got right and wrong with Go & Gavin Howard writes up why he believes “all code is tech debt” is all wrong.

It’s our 5th annual New Year’s party! Jerod & the gang review our predictions from last year, discuss what’s trending in the web world, make a few predictions for 2024 & even set some new resolutions for this year.

Hello 2024! We’re kicking off the year with Dan Moore, author of ‘Letters to a New Developer’ — a blog series of letters of what Dan wished he had known when starting his developer career. We discuss the value of online communities for new developers, the importance of communication skills, and the need to stay relevant in a rapidly changing industry. Dan shares his best advice for new developers, including the importance of saying no, leaving code better than you found it, and the value of skill stacking. So much wisdom and advice in this episode!

Our 6th annual year-end wrap-up episode! This time we’re featuring 12 (yes, 12!) listener voice mails, our favorite episodes of the year & some insanely cool Breakmaster Cyilnder beats made just for this occasion. Thanks for listening! 💚

Daniel Ehrenberg (software engineer at Bloomberg, web standards author / champion & VP of ECMA International) joins us to discuss new features that have landed in JavaScript and to preview what’s cooking in various standards bodies across the web platform. We cover a wide array (get it?) of topics from improvements to built-ins such as Promises, Maps & Sets, as well as new primitives like Records, Tuples & Temporal. We round out this epic discussion with a look at cross-project standardization efforts like WinterCG, open source sustainability & how Bloomberg’s open source program gives back in important projects in the web ecosystem.

Prashanth Rao mentioned LanceDB as a stand out amongst the many vector DB options in episode #234. Now, Chang She (co-founder and CEO of LanceDB) joins us to talk through the specifics of their open source, on-disk, embedded vector search offering. We talk about how their unique columnar database structure enables serverless deployments and drastic savings (without performance hits) at scale. This one is super practical, so don’t miss it!

This episodes diverges from our traditional fare. I’ve reviewed the 50 previous editions and picked (IMHO) the coolest code, best prose & my favorite podcast episode from each month!

What happens when you take four grizzled #define veterans and throw an Emma Bostian into the mix? Find out on this episode because our award-worthy game of fake definitions is back and this time it’s even better!

This week we’re taking you to the hallway track of All Things Open 2023 in Raleigh, NC. Today’s episode features: Heikki Linnakangas (Co-founder of Neon and Postgre hacker), Robert Aboukhalil (Bioinformatics software engineer) working on bringing desktop apps to the web with WASM, and Scott Ford who loves taking a codebase from brown to green at Corgibytes.

Filippo Valsorda & Roland Shoemaker from the Go Team return & bring Nicola Murino with them to continue catching us up on what’s new in Go’s crypto libraries. This is everything we didn’t cover + deep dives from Part 1!

The new open source AI book from PremAI starts with “As a data scientist/ML engineer/developer with a 9 to 5 job, it’s difficult to keep track of all the innovations.” We couldn’t agree more, and we are so happy that this week’s guest Casper (among other contributors) have created this resource for practitioners. During the episode, we cover the key categories to think about as you try to navigate the open source AI ecosystem, and Casper gives his thoughts on fine-tuning, vector DBs & more.

A group of researchers set out to test claims that its open source rivals had achieved parity (or even better) with ChatGPT on certain tasks, Richard Hipp and his team have rewritten SQLite’s text-based JSON functions, Ratatui is a Rust crate for cooking up TUIs, Morris Brodersen built a complex app in vanilla JS as a case study & Headscale is Kristoffer Dalby’s open source, self-hosted implementation of the Tailscale control server.

Jerod is back with another “It Depends” episode! This time he’s joined by Kris Brandow from Go Time and they’re talking all things API design. What makes a good API? Is GraphQL a solid choice? Why do we do REST wrong? And WTF does HATEOAS mean, anyway?

Gregg Tavares (author of WebGL/WebGPU Fundamentals) joins Jerod & Amal to give us a tour of these low-level technologies that are pushing the web forward into the world of video games, machine learning & other exciting rich applications.

This week on The Changelog we’re joined by Drew DeVault, talking about the Hare programming language. From the website, Hare is a systems programming language designed to be simple, stable, and robust. When we asked Drew why he credted it, he said “[because] I wanted it to exist, and it did not exist.” Wise words. Hare aims to be a 100 year language (which we get into on the show), why he’s so possionate about all things open source, the state of the language, fostering a culture that values stability, and oddly enough — what it takes to make a peanut butter and jelly sandwhich.

In this enlightening episode, we delve deeper than the usual buzz surrounding AI’s perils, focusing instead on the tangible problems emerging from the use of machine learning algorithms across Europe. We explore “suspicion machines” — systems that assign scores to welfare program participants, estimating their likelihood of committing fraud. Join us as Justin and Gabriel share insights from their thorough investigation, which involved gaining access to one of these models and meticulously analyzing its behavior.

ChatGPT’s new GPTs feature leak their prompts, Firefox’s share of the browser market will soon drop below 2%, Robin Berjon tries to formalize a name for those who can’t be named, Amy Lai tells the tale of the weirdest bug she’s ever seen & Facundo Olano trumps the “code is read more than written” cliche with his own: “code is run more than read.”

Gergely Orosz is back for our annual year-end update on the tech market, writ large. How is hiring? Has AI really changed the game? What about that OpenAI fiasco? We also talk in-depth about Gergely’s self-published book, The Software Engineer’s Guidebook, which has been four years in the making.

This week we’re gleaming the KubeCon. Ok, some people say CubeCon, while others say KubeCon…we talk with Solomon Hykes about all things Dagger, Tammer Saleh and James McShane about going beyond cloud native with SuperOrbital, and Steve Francis and Spencer Smith about the state of Talos Linux and what they’re working on at Sidero Labs.

Amal, Nick & special guest Laura Kalbeg geek out over the remarkable growth and evolution of the XState project and its team in recent years. Laura also tells everyone about Stately.ai, a SaaS platform that uses AI to create seamless state management solutions compatible with various tools like XState, Redux & zustand.

Daniel & Chris conduct a retrospective analysis of the recent OpenAI debacle in which CEO Sam Altman was sacked by the OpenAI board, only to return days later with a new supportive board. The events and people involved are discussed from start to finish along with the potential impact of these events on the AI industry.

Zach Leatherman on the tension and future of the Jamstack community, Chenxin Li helps you avoid 13 bad practices in data visualization, Laravel Pulse is coming real soon, Max Chernyak develops a new way to accomplish long term refactors & Spencer Baugh makes the case for more libraries and less services in our software stacks.

Una Kravets, developer advocate at Google & web platform ambassador, joins Amal & Nick to take them CSS to school as they start this podcast in CSS kindergarten and end it with a Level-Up CSS Diploma. (LUCD?) We explore all the amazing features which have recently landed in CSS — enabling super-charged user experiences with no JavaScript. Don’t forgot to check out all the epic links & demos in the show notes — and hold on to your butts, kids, this one is a ride!

This week on we’re joined by Emil Sjölander from Figma — talking about bringing Dev Mode to Figma. Dev Mode is their new workspace in Figma that’s designed to bring developers and design to the same tool. The question they’re trying to answer is “How do you create a home for developers in a design tool?” We go way back to Emil’s startup that was acquired by Figma called Visly, how we iterated to here from 20 years ago (think PSD > HTML days), what they did to build Dev Mode, what they’re doing around codegen, the popularity of design systems, and what it takes to go from zero to Dev Mode.

Shopify recently released a Hugging Face space demonstrating very impressive results for replacing background scenes in product imagery. In this episode, we hear the backstory technical details about this work from Shopify’s Russ Maschmeyer. Along the way we discuss how to come up with clever AI solutions (without training your own model).

The internet watches OpenAI unravel in real-time, tldraw has a new experiment going with GPT-4 Vision that turns mockups into code, Tony Ennis makes the case for HTML First, James Somers writes a “eulogy” to coding for The New Yorker & Laurence Tratt describes and details four kinds of optimisation.

Jerod goes one-on-one with our old friend Justin Searls! We talk build vs buy decisions, dependency selection & how Justin has implemented POSSE (Post On Site Syndicate Elsewhere) in response to the stratification of social networks.

This week we’re talking about Swift with Ben Cohen, the Swift Team Manager at Apple. We caught up with Ben while at KubeCon last week. Ben takes us into the world of Swift, from Apple Native apps on iOS and macOS, to the Swift Server Workgroup for developing and deploying server side applications, to the Swift extension for VS Code, Swift as a safe C/C++ successor language, Swift on Linux and Windows, and of course what The Browser Company’s Arc browser is doing to bring Arc to Windows.

Amal & Nick are joined by Saron Yitbarek (developer, podcaster, community leader & serial entrepreneur) to catch up and discuss her latest project: Not A Designer We discuss all the ins & outs of tech entrepreneurship & the challenges of building something new in today’s saturated market. Tune in for a behind-the-scenes look at how she does it & get a sneak peek on what’s possibly next! (Spoiler Alert: we brain stormed it here)

Event-driven systems may not be the go-to solution for everyone because of the challenges they can add. While the system reacting to events published in other parts of the system seem elegant, some of the complexities they bring can be challenging. However, they do offer durability, autonomy & flexibility. In this episode, we’ll define event-driven architecture, discuss the problems it solves, challenges it poses & potential solutions.

According to Solana Larsen: “Too often, it feels like we have lost control of the internet to the interests of Big Tech, Big Data — and now Big AI.” In the latest season of Mozilla’s IRL podcast (edited by Solana), a number of stories are featured to highlight the trailblazers who are reclaiming power over AI to put people first. We discuss some of those stories along with the issues that they surface.

sshx lets you share your terminal with anyone on a multiplayer infinite canvas, Herbert Lui writes three things about your competitors, Anton Medvedev’s fx is a terminal JSON viewer & processor, Danny Castonguay shares advice on attending large conferences & Jeremy Pinto’s experimental RAGTheDocs project is working toward an exciting reality.

Mat Ryer returns with his guitar, an unpopular opinion & his favorite internet virus.

This week we’re talking with Cory Doctorow (this episode contains explicit language) about how we can get back to that “new good internet.” Cory’s new book The Internet Con offers a lens to this conversation about disenshittifying the internet through anti-trust laws, limits on corporate tweaking, regulating unconstrained capitalism, and all the ways enshittification is enabled. Cory also shares his experience recording his own audio book under the direction of Gabrielle de Cuir at Skyboat Media, and what’s to come from his next Science Fiction book The Lost Cause.

JS Party listeners and panelists celebrate great moments from the last 100 episodes! You’ll hear from 14 of our favorite humans (and 1 horse) across 11 episodes. Here’s to our first 300 episodes and the next 300 as well. 🥂

Rob Pike says, “Simplicity is the art of hiding complexity.” If that’s true, what is simplicity in the context of writing software in Go? Is it even something we should strive for? Can software be too simple? Ian & Kris discuss with return guest sam boyer.

On Monday, October 30, 2023, the U.S. White House issued its Executive Order on the Safe, Secure, and Trustworthy Development and Use of Artificial Intelligence. Two days later, a policy paper was issued by the U.K. government entitled The Bletchley Declaration by Countries Attending the AI Safety Summit, 1-2 November 2023. It was signed by 29 countries, including the United States and China, the global leaders in AI research. In this Fully Connected episode, Daniel and Chris parse the details and highlight key takeaways from these documents, especially the extensive and detailed executive order, which has the force of law in the United States.

David Hugh-Jones has a lot to say about what makes a good comment, Hugging Face released a distilled variant of Whisper for speech recognition, The New Stack reports on C++ creator Bjarne Stroustrup’s plan for bringing safety to the language, Jeff Sandberg declares that CSS is fun again & Jose M. Gilgado praises the beauty of finished software.

We’re joined this week by the beat freak in residence himself, the mysterious Breakmaster Cylinder. Listen along as we talk about how we make our beats, what inspires us for our music, and some behind the scenes on our latest albums.

Valerie Phoenix from Tech By Choice joins Amal & Kball to tell them all about her non-profit that’s passionate about helping people interested in technology, no matter their experience level.

Jean Yang’s research on programming languages at Carnegie Mellon led her to realize that APIs are the layer that makes or breaks quality software systems. Unfortunately, developers are underserved by tools for dealing with, securing & understanding APIs. That realization led her to found Akita Software, which led her to join Postman by way of acquisition. That move, at least in part, also led her to join us on this very podcast. We think you’re going to enjoy this interview, we sure did.

Filippo Valsorda & Roland Shoemaker from the Go Team sit down with Natalie to catch us up on what’s new in Go’s crypto libraries. No, not that crypto… good ol’ cryptography!

We’re excited to have Tuhin join us on the show once again to talk about self-hosting open access models. Tuhin’s company Baseten specializes in model deployment and monitoring at any scale, and it was a privilege to talk with him about the trends he is seeing in both tooling and usage of open access models. We were able to touch on the common use cases for integrating self-hosted models and how the boom in generative AI has influenced that ecosystem.

The hubbub of the web dev world right now is Next.js’ integration of React Server Components, Kent C. Dodds writes up why he doesn’t use Next, Lee Robinson responds with why he does, the NixOS team hits a milestone in their reproducible builds effort & OpenSign is an open source alternative to DocuSign.

Jared Henderson joins us to discuss the state of the art in software parental controls and how we protect our children and lock down our home networks from the constant onslaught of malicious and unwanted content.

This week we’re taking you to the hallway track of All Things Open 2023 in Raleigh, NC. Today’s episode features: Matthew Sanabria (former Engineer at HashiCorp working on Terraform Enterprise), Nithya Ruff (Chief Open Source Officer and Head of the Open Source Program Office at Amazon) & Jordan Harband (Open Source Maintainer-at-large with dependencies in most JavaScript apps out there. There has been many changes this year in open source, and each of these perspectives lends insight into challenging and changing waters happening right now in open source.

The 2nd ever React Jam is on and poppin’, so Jerod & Nick invited the previous winners to the pod to tell us all about the 10 day online game jam. Turns out React and video games are like peanut butter and jelly, after all!

John Gregory’s GopherCon talk “7 Deadly Gopher Sins” is the ostensible basis of this spooky Go Time episode, but with Mat Ryer at the helm… the only thing to expect is the unexpected. And failed jokes. Expect lots of failed jokes.

It seems like everyone is interested in Rust these days. Even the most popular Python linter, Ruff, isn’t written in Python! It’s written in Rust. But what is the state of training or inferencing deep learning models in Rust? In this episode, we are joined by Nathaniel Simard, the creator burn. We discuss Rust in general, the need to have support for AI in multiple languages, and the current state of doing “AI things” in Rust.

Listen to our Next Level album as a podcast! We grew up in the days of the Nintendo Entertainment System and the Sega Genesis. It’s no surprise that so many of our tracks are inspired by the 8-bit and 16-bit music of our youth. From Castlevania to Contra, Sonic the Hedgehog, and many more — we were inspired by all the nostalgic soundtracks from the games that got us here, to give our pods one-of-a-kind vibes. If you’ve been head nodding to our beats during our shows and you’ve been wishing for a way to listen outside of our pods, then this release will be an absolute delight. It’s dangerous to go alone! Take this on your next coding adventure or deep work session…

Changelog drops full-length musical albums in collaboration with Breakmaster Cylinder, Justin Searls on why the right tools fail for the wrong reasons, The Unix Sheikh says we have too many level of abstractions, Adam at PiCockpit compares the newly-announced Raspberry Pi 5 to the competition & Jorge Medina assures us that we’re not lacking creativity, we’re just overwhelmed by content.

Long time friend KBall makes his “first” appearance on The Changelog by way of Changelog & Friends. You likely know Kevin from his panelist position on JS Party. Today he’s sharing his passion for coaching and developing human skills.

This week Jerod goes solo with Philipp Heckel, creator of ntfy, to discuss this simple HTTP-based service that lets you send notifications to your phone or desktop via scripts from any computer. They discuss why he built it, how he built it, and what his plans are for the future of this beloved side hustle.

Chris & Daniel are out this week, so we’re bringing you a panel discussion from All Things Open 2023 moderated by Jerod Santo (Practical AI producer and co-host of The Changelog) and featuring keynoters Emily Freeman and James Q Quick.

Prisma founder Johannes Schickling has been using the Effect library for the last couple years. Today he joins Jerod & Nick to tell us all about this very interesting tool for building robust apps in TypeScript.

Chip Huyen documents the shifting sand of large data models, Herman Õunapuu reviews the Zimaboard, Bryan Braun shares 4 of his most recent VSCode configuration discoveries & Swizec Teller wrote a great summary of the inaugural AI Engineer Summit.

Gerhard joins us for the 12th Kaizen and this time talk about what we DIDN’T do. We were holding S3 wrong, we put some cash back in our pockets, we enabled HTTP/3, Brotli compression, and Fastly websockets, we improved our SLOs, we improved Changelog Nightly, and we’re going to KubeCon 2023 in Chicago.

With a name like PartyKit, you know we just had to get its founder and CEO Sunil Pai on the show! PartyKit is an open source tool that simplifies creating collaborative, multiplayer applications. Join us to learn all about it and the journey of Sunil and his team!

This week we’re joined by Marcin Kulik to talk about his project asciinema. You’ve likely seen this out there in the wild — asciinema lets you record and share your terminal sessions in full fidelity. Forget screen recording apps that offer blurry video. asciinema provides a lightweight, text-based approach to terminal recording with lots of possibilities. Marcin shares the backstory on this project, where he’d like to take it, who’s supporting him along the way, and we even included 11 minutes of bonus content for Changelog ++ subscribers.

The 10th GopherCon took place the last week of September and it was a blast. In this episode, we’re talking about our experiences at the conference from several different viewpoints. Angelica as a conference organizer, Johnny as an emcee and workshop instructor, Kaylyn as a speaker, and Kris as a regular attendee.

Jacob Kaplan-Moss’ recommendations for remote vs colocated teams, Duarte Carmo created a neural search engine from Changelog transcripts, Tom Hacohen says strong static typing is a hill he’s willing to die on, Orhun Parmaksız created a CLI that makes your keyboard sound like a typewriter & Luke Plant spits hard truths about simplicity.

On September 29th, Netflix shipped its final DVDs, marking the end of an era in physical media. So, we invited our friend Christina Warren (aka film_girl) from GitHub to pour out a drink with us and lament the end of this golden age of access to the films we all love.

Fresh off Bun’s big 1.0 launch, Jarred Sumner goes one-on-one with Jerod to discuss the all-in-one JavaScript runtime that’s captured the interest of many. We get into it all: what problem he’s solving, how it’s so fast, why no Windows support, answering the critics, the (not real) beef between Bun and Node, how the VC-backed startup will sustain & more.

This week we’re joined by Daniel Thompson, Co-founder and Core Member of Tauri. It’s been a year since we last had Daniel on the show. He catches us up on all things Tauri, their continued efforts towards Tauri 1.5 (which just released), the launch of CrabNebula and how they’re the people pushing the Tauri ecosystem forward and building on top of it, the state of Electron vs Tauri, and UI with Tauri. He even surprises us with his idea of creating a web browser.

What is the model lifecycle like for experimenting with and then deploying generative AI models? Although there are some similarities, this lifecycle differs somewhat from previous data science practices in that models are typically not trained from scratch (or even fine-tuned). Chris and Daniel give a high level overview in this effort and discuss model optimization and serving.

InfluxDB finishes a multi-year rewrite in Rust, the Raspberry Pi 5 will be on sale by the end of the month, the Bruno team builds an open source API explorer that’s local-first and will never have a cloud, Xe Iaso thinks gokrazy is really cool & Matt Rickard shares lessons from years of debugging.

Jerod gathers a group of friends for our first game show experiment here on Changelog & Friends! This is a game of obscure jargon, fake definitions & expert tomfoolery. Our contestants checked their imposter syndrome at the door, because they either know what these words mean or they fake it ’til they make their peers think they do.

Amal, KBall & Chris convene a “semi-emergency” pod to discuss the recent (deserved) hype over Bun and what it all means for Node’s community, maintainers & users. They’re joined by Node Technical Steering Committee members Matteo Collina & James Snell who are here to dispel Bun antagonism rumors, discuss the pros & cons of each runtime, explain how Node continues to thrive & even announce a VERY big upcoming feature!

This week we’re taking you to the hallway track of the final Strange Loop conference. First up is AnnMarie Thomas — an engineering, business, and education professor. AnnMarie gave one of the opening keynotes titled “Playing with Engineering.” We also caught up with many first-time and multi-time attendees who shared their favorite moments from Strange Loop over the years. You’ll hear from Richard Feldman, Colin Dean, and Taylor Troesh. Last up we talk with Pokey Rule. He gave a talk about his project called Cursorless which is a spoken language for structural code editing. Changelog++ subscribers get a super extended version of this episode which includes everything we recorded at Strange Loop. Become a Changelog++ subscriber

Michael Quiqley from NetFoundry joins Natalie to discuss Zero Trust concepts, why they are important for secure systems & how to implement them in Go.

ElectricSQL is a project that offers a local-first sync layer for web and mobile apps, Ned Batchelder writes about the myth of the myth of “learning styles”, Carl Johnson thinks XML is better than YAML, Berkan Sasmaz defines and describes “idempotency” & HyperDX is an open source alternative Datadog or New Relic.

This week, we’re joined by Ron Perris, a Security Engineer at Reddit and software security enthusiast. Together, we dive into best practices and common pitfalls, covering topics from dangerous URLs to JSON injection attacks. Tune in for an educational conversation, and don’t forget to bring your notebooks!

Dominik Klotz from askui joins Daniel and Chris to discuss the automation of UI, and how AI empowers them to automate any use case on any operating system. Along the way, the trio explore various approaches and the integration of generative AI, large language models, and computer vision.

This week we’re joined by Steve O’Grady, Principal Analyst & Co-founder at RedMonk. The topic today is the definition of open source, the constant pressure on the true definition of the term, and the seemingly small but vocal minority that aim to protect that definition. In Steve’s post Why Open Source Matters, he says “open source is at a crossroads” and there are some seeking to break the definition of open source to one that is more permissive to their desires, and they are closer than ever to achieving that goal. Today’s conversation goes deep on this subject.

Andrei Taranchenko says the software industry is learning once again that complexity kills, Casey Muratori outlines a long list of Unity alternatives, Filip Szkandera builds a functioning (macro) processor for RISC-V & Matt Basta tells the tale of the time he built a web-based Excel clone inside Uber only to have it discarded a week later.

A hoy hoy! Our old friend Nick Nisi does his best to bring up TypeScript, Vim & Tmux as many times as possible while we discuss a new batch of web browsers, justify why we like the ones we do & try to figure out what it’d take to disrupt the status quo of Big Browser.

Love it or hate it, TypeScript is here to stay for the foreseeable future. But, what happens when widely adopted packages go completely Type free or remove TypeScript in favor of JS with type annotations? Join us to unpack these recent events with Rich Harris, creator of Svelte, as he walks us through the nuanced decision his team made for the Svelte project, and ofc, lots of laughs along the way.

This week we’re joined by Haroon Meer from Thinkst — the makers of Canary and Canary Tokens. Haroon walks us through a network getting compromised, what it takes to deploy a Canary on your network, how they maintain low false-positive numbers, their thoughts and principles on building their business (major wisdom shared!), and how a Canary helps surface network attacks in real time.

Go’s known for it’s fantastic standard library, but there are some places where the libraries can be challenging to use. The html/template package is one of those places. So what alternatives do we have? On today’s episode we’re talking about Templ, an HTML templating language for Go that has great developer tooling. Co-hosts Kris Brandow and Jon Calhoun are joined by Adrian Hesketh, the creator of Templ, and Joe Davidson, one of the maintainers on the project.

Bun 1.0 is out of the oven, Mojo is now available for local download, Vince Lwt asked 60+ LLMs a set of 20 questions & published the answers, Textual Web turns TUIs in to web applications & James Haydon dives deep to discover the bug that the UK air traffic control meltdown.

Author, journalist, travel writer & software engineer Jon Evans joins us to weigh in on the cultural history (and present-day sentiment) of AI doom. Along the way, we talk plausible Sci-Fi, ultrasound drug delivery, the maybe-evolving laws of physics & even weirder stuff.

Jerod & the gang discuss the news (Astro 3.0, Vercel + Astro, Python in Excel) then play eight crazy rounds of HeadLIES! Headline or headLIE? You decide…

V Körbes returns to talk prototyping with Natalie, Johnny & Kris. Is Go good for prototyping? What makes a language prototypable, anyway? How does space radiation fit in to all this? Tune in and ride along to find out!

This week we’re talking about the launch of OpenTF and what it’s going to take to successfully fork HashiCorp’s Terraform. We’re joined by Josh Padnick to discuss what exactly happened, how HashiCorp’s license change changes things, who has been impacted by this change, and ultimately what they are doing about it.

In this episode we welcome back our good friend Demetrios from the MLOps Community to discuss fine-tuning vs. retrieval augmented generation. Along the way, we also chat about OpenAI Enterprise, results from the MLOps Community LLM survey, and the orchestration and evaluation of generative AI workloads.

Dan North tells the tale of Tim, the worst programmer he’s worked with (who also is a heck of a programmer), Kevin Lin declares that OpenTelemetry delivers on its promise for open observability, Justin Garrison details Terraform vs GitOps vs System Initiative, Inc. writes how Apple beats burnout & Aline Lerner’s advice on how (not) to sabotage your salary negotiations before you even start.

Go Time panelist (and semi-professional unpopular opinion maker) Kris Brandow joins us to discuss his deep-dive on the waterfall paper, his dislike of the “tech debt” analogy, why documentation matters so much & how everything is a distributed system.

Mark Erikson (web dev professor/historian, OSS Maintainer & engineer at Replay) joins us to talk about the shift from CommonJS to ESM. We discuss the history of module patterns in JS and the grueling effort to push the world’s biggest developer ecosystem forward. Get ready to go to school kids, this one’s deep!

This week on The Changelog Adam is joined by Zach Lloyd, Founder & CEO of Warp. We talked with Zach last year about what it takes to build the terminal of the future, and today Adam catches up with Zach to see where they are at on that mission. They talk about the business model of Warp, how they measure success, reaching product/market fit, building features developers love, integrating AI, and the pros and cons of going open source (again).

Our “what’s new in Go” correspondent Carl Johnson joins Johnny & Kris yet again to discuss what’s new with the latest iteration of Go in version 1.21.

You might have heard a lot about code generation tools using AI, but could LLMs and generative AI make our existing code better? In this episode, we sit down with Mike from TurinTech to hear about practical code optimizations using AI “translation” of slow to fast code. We learn about their process for accomplishing this task along with impressive results when automated code optimization is run on existing open source projects.

OpenTF announces they’re forking Terraform and joining the Linux Foundation, Meta gets in the LLM-for-codegen game with Code Llama, Matt Mullenweg announces WordPress.com’s new 100-year plan, Paul Gichuki from Thinkst learns that default behaviors stick (and so do examples) & Marco Otte-Witte makes his case for Rust on the web.

Nick celebrates a decade of writing everyone’s favorite language with guest Josh Goldberg, who contributes to TypeScript, maintains typescript-eslint, and is an all-around great person! Jerod is also here to join the celebration, but let’s keep that a secret from him!

This week we’re talking to Andreas Kling about SerenityOS and Ladybird. Andreas started SerenityOS as a means of therapy. It’s self-described as a love letter to “‘90s user interfaces with a custom Unix-like core.” Andreas previously worked at Nokia and later at Apple on the WebKit team, so he had an itch to do something along the lines of a browser, and that’s where Ladybird came from. We get into the details of compilers, OSs, browsers, web specifications, and the love of making software.

Recently a16z released a diagram showing the “Emerging Architectures for LLM Applications.” In this episode, we expand on things covered in that diagram to a more general mental model for the new AI app stack. We cover a variety of things from model “middleware” for caching and control to app orchestration.

New research shows that CAPTCHAs are now utterly useless, hundreds of concerned technologists signed the OpenTF Manifesto to keep Terraform open source forever, Josh Collinsworth writes down all the things you forgot (or never knew) because of React, Mike Seidle shared some quick-but-powerful advice on building new software features & Erlend Sogge Heggen urges new open source projects to join the Fediverse (by way of Mastodon).

Our friend Justin Searls recently published a widely-read essay on enthusiast programmers, inter-generational conflict & what we do with this information. That seemed like a good conversation starter, so we grabbed Justin and Landon Gray to discuss. Let’s talk!

Jim (Hyphen) Nielsen joins Jerod & Nick for a fun conversation about language-level toll roads, when (and how) to quit, the stratification of social networking & the state of the world in publishing your thoughts on the internet.

This week we’re talking with Jonathan Carter who’s on his fourth term as Debian Project Lead (DPL) and we’re talking about 30 years of Debian!

HashiCorp adopts a Business Source license, Matt Rickard hypothesizes why Tailwind CSS won, WarpStream sets out to make a Kafka-compatible offering directly on S3, Vadim Kravcenko publishes an excellent guide for managing difficult software engineers & Russ Cox gives an update on Go 2.

Gerhard joins us for the 11th Kaizen and this one might contain the most improvements ever. We’re on Fly Apps V2, we’ve moved from S3 to R2 & we have a status page now, just to name a few.

A technical dive into how the Go stack works and why we as programmers should care.

Val Town is a shiny, new social programming environment to write, run, deploy and share code. Steve Krouse –Val Town creator– joins Jerod & Amal to tell us all about it.

Leslie Lamport is a computer scientist & mathematician who won ACM’s Turing Award in 2013 for his fundamental contributions to the theory and practice of distributed and concurrent systems. He also created LaTeX and TLA+, a high-level language for “writing down the ideas that go into the program before you do any coding.”

In this Fully Connected episode, Daniel and Chris kick it off by noting that Stability AI released their SDXL 1.0 LLM! They discuss its virtues, and then dive into a discussion regarding how the United States, European Union, and other entities are approaching governance of AI through new laws and legal frameworks. In particular, they review the White House’s approach, noting the potential for unexpected consequences.

Matt Asay thinks the open source licensing war is over, LangUI is an open source Tailwind component library for your AI chat app, Ivan Kuleshov modded a Mac mini to run via PoE, Apple joins Pixar and others in the Alliance for OpenUSD & John D. Cook says sometimes you shouldn’t pick the best tool for the job.

This week Adam is joined by Abi Noda, founder and CEO of DX to talk about DX AKA DevEx (or the long-form Developer Experience). Since the dawn of software development there has been this push to understand what makes software teams efficient, but more importantly what does it take to understand developer productivity? That’s what Abi has been focused on for the better part of the last 8 years of his career. He started a company called Pull Panda that was acquired by GitHub, spent a few years there on this problem before going out on his own to start DX which helps startups to the fortune 500 companies gather real insights that leads to real improvement.

KBall and Amal go deep on careers. They share their career journeys, talk through learnings and mishaps that happened along the way, and break down key factors to understand about big role transitions like “Senior->Staff” as well as “Engineer->Manager”.

Today we’re talking with Alice Merrick & Andy Walker about building a world-class developer experience. You know it when you see it, things just feel right. But it’s more than just a pleasant UI or lipstick on a pig (which is a saying), it really matters.

There’s so much talk (and hype) these days about vector databases. We thought it would be timely and practical to have someone on the show that has been hands on with the various options and actually tried to build applications leveraging vector search. Prashanth Rao is a real practitioner that has spent and huge amount of time exploring the expanding set of vector database offerings. After introducing vector database and giving us a mental model of how they fit in with other datastores, Prashanth digs into the trade offs as related to indices, hosting options, embedding vs. query optimization, and more.

The fall of Stack Overflow, researches dig up some new (and potentially unavoidable) LLM attacks, Google proposes a new API that Ron Amadeo calls a DRM gatekeeper for the web, the Python Steering Council affirms PEP 703 & Lucas McGregor writes why no one wants to talk to your chatbot.

Ok Homelabbers, it’s time to unite! Join Adam and his new friend Techno Tim for 1.5 hours of homelab goodness. From networking and WiFi, virtualizing Ubuntu running Docker containers, to Home Assistant and automation, building a Kubernetes cluster, to gutting a perfectly good machine just to build exactly what you need to run the ultimate Plex server — that’s what homelab is about. Let’s do this.

This week we’re joined by Solomon Hykes, the creator of Docker. Now he’s back with his next big thing called Dagger — CI/CD as code that runs anywhere. We’re users of Dagger so check out our codebase if you want to see how it works. On today’s show Solomon takes us back to the days of Docker, what it was like on that 10 year journey, his transition from Docker to Dagger, Dagger’s community-led growth model, their focus on open source and community, how it works, and even a cameo from Kelsey Hightower to explain how Dagger works.

Una & Adam from The CSS Podcast defend their Frontend Feud title against challengers Chuck & Robbie from Whiskey Web and Whatnot. Let’s get it on!

So, do we like generics or not? Some people feared they’d be the end of the language. Others were very hopeful, and had clear use cases, and were thrilled about the feature coming to the language. It was also often touted as the reason a lot of people didn’t adopt Go. So what do we think now? Mat and Kris are joined by Roger Peppe and Bryan Boreham to discuss the state of Generics in Go.

It was an amazing week in AI news. Among other things, there is a new NeRF and a new Llama in town!!! Zip-NeRF can create some amazing 3D scenes based on 2D images, and Llama 2 from Meta promises to change the LLM landscape. Chris and Daniel dive into these and they compare some of the recently released OpenAI functionality to Anthropic’s Claude 2.

Our friends at Supabase quietly went public today, Redpoint’s InfraRed 100 report is out, Twitter is now X, GitHub’s Copilot Chat now in public preview (for businesses) & Oxide has homelab plans (in 2050).

Adam was out when Bryan made his podcast debut here on The Changelog, so we had to get him back on the show along with his co-founder and CEO Steve Tuck to discuss Silicon Valley (the TV show), all things Oxide, homelab possibilities, bringing the power of the cloud on prem, and more.

This week it’s storytime with Steve Yegge! Steve came out of retirement to join Sourcegraph as Head of Engineering. Their next frontier is Cody, their AI coding assistant that answers code questions and writes code for you by reading your entire codebase and the code graph. But, we really spent a lot of time talking with Steve about his time at Amazon, Google, and Grab. Ok, it’s storytime!

Justin Fagnani joins us this week to talk about Lit, a library that helps you build web components. With 17% of pageviews in Chrome registering use of web components, Lit has gained widespread adoption across a variety of companies looking to create reusable components which leverage the power and interoperability of the web platform. Tune in to learn about what makes this tiny library so incredibly lit!

The Go ecosystem has a hoard of tools and editors for Gophers to choose from and it can be difficult to find ones that are a good fit for each individual. In this episode, we discuss what tools and editors we’re using, the ones we wish existed, how we go about finding new ones, and why we sometimes choose to write our own tools.

As a technologist, coder, and lawyer, few people are better equipped to discuss the legal and practical consequences of generative AI than Damien Riehl. He demonstrated this a couple years ago by generating, writing to disk, and then releasing every possible musical melody. Damien joins us to answer our many questions about generated content, copyright, dataset licensing/usage, and the future of knowledge work.

Ellie Huxtable’s Atuin makes your shell history magical, Dmitry Kudryavtsev writes why he thinks engineers should focus on writing, LazyVim promises to transform your Neovim setup into a full-fleged IDE, Geoff Graham shares with Smashing Magazine how he writes CSS in 2023 & Brad Fitzpatrick collects a public list of bad issue track behaviors.

Red Hat’s decision to lock down RHEL sources behind a subscription paywall was met with much ire and opened opportunity for Oracle to get a smack in and SUSE to announce a fork with $10 million behind it. Few RHEL community members have been as publicly irate as Jeff Geerling, so we invited him on the show to discuss.

Austin Gil returns to JS Party, bringing a fresh perspective on the fundamentals of file uploads. Brace for an insightful session as we navigate the complexities of this key JavaScript topic together, much like a dedicated coach drilling the fundamentals into his team!

This week we’re talking about type checking with Jake Zimmerman. Jake is one of the leads at Stripe working on Sorbet — an open source project that does Type checking in Ruby and runs over Stripe’s entire Ruby codebase. As of May of 2022 Stripe’s codebase was over 15 million lines of code spread across 150,000 files. If you think you have a bigger Ruby codebase, Jake is down to go byte-for-byte to see who wins. Jake shares tons of wisdom and more importantly he shares why he thinks types will win in the end.

Chris sat down with Varun Mohan and Anshul Ramachandran, CEO / Cofounder and Lead of Enterprise and Partnership at Codeium, respectively. They discussed how to streamline and enable modern development in generative AI and large language models (LLMs). Their new tool, Codeium, was born out of the insights they gleaned from their work in GPU software and solutions development, particularly with respect to generative AI, large language models, and supporting infrastructure. Codeium is a free AI-powered toolkit for developers, with in-house models and infrastructure - not another API wrapper.

Our award winning worthy survey game show is back, this time Mat Ryer hosts it live on stage at GopherCon Europe 2023! Elena Grahovac joins forces with Björn Rabenstein to battle it out with Alice Merrick & Mohammed S. Al Sahaf. Let’s see who can better guess what the GopherCon Europe gophers had to say!

Oracle smacks IBM for their handling of RHEL, the folks at The Dam share a Slack clone in 5 lines of Bash, Justin Jaffray writes up 13 ways to think about joins, llama.cpp learns web chat thanks to a contribution by Tobi Lütke & Meta is willing to pay 3 engineers to remove Python’s GIL.

Darcy Clarke, former GitHub Staff Engineering Manager and founder of vlt, joins us to discuss a major bug in the npm ecosystem that he recently disclosed. We cover the bug’s timeline, nuances, and impact, all while setting some important context on npm packages, clients, and registries. Tune in to learn how to protect your codebase and gain a deeper understanding of this crucial part of the JavaScript ecosystem.

In this Fully Connected episode, Daniel and Chris explore recent highlights from the current model proliferation wave sweeping the world - including Stable Diffusion XL, OpenChat, Zeroscope XL, and Salesforce XGen. They note the rapid rise of open models, and speculate that just as in open source software, open models will dominate the future. Such rapid advancement creates its own problems though, so they finish by itemizing concerns such as cybersecurity, workflow productivity, and impact on human culture.

This week we’re talking to Daniel J. Barrett, author of Efficient Linux at the Command Line as well as many other books. Daniel has a PhD and has been teaching and writing about Linux for more than 30 years (almost 40!). So we invited Dan to join us on the show to talk about efficient ways to use Linux. He teaches us about combining commands, re-running commands, $CDPATH hacks, and more.

Many Gophers build projects as a team of one. Sometimes these are side projects, other times they are projects used by millions of people but who are still maintained by a single individual. In this episode, the panel discusses techniques for developing and maintaining Go projects as a solo developer.

Lukas Mathis writes about streak redemption, Jonathan Katz thinks vectors are the new JSON, Andy Jiang says CommonJS is hurting JavaScript & Swyx on the rise of the AI Engineer.

On Monday, Kelsey Hightower announced his retirement from Google. On Tuesday, he sat down with us to discuss why, how & what’s next. Along the way, Kelsey teaches us how not to suck at work, analyzes his magical demos, fights off the haters (again) & opines on System Initiative, Dagger & 37Signals moving off the cloud.

Listener Joe Davidson recently tweeted: “I’d really be interested in an episode debating Kubernetes vs serverless functions for distributed systems. As someone working a lot with serverless to create large scale systems, for me the complexity in Kubernetes doesn’t seem worth it, especially when onboarding new people. But I’d like to see it from the other perspectives. I could be missing something.” So we invited Joe on the show alongside Abdel Sghiouar and Srdjan Petrovic to discuss!

Taylor Troesh joins Jerod to discuss a bevy of software development topics: yak shaves, dependency selection, -10x engineers, IKEA-oriented development, his new content-addressable programming language & much more along the way.

Your feed might be dominated by LLMs these days, but there are some amazing things happening in computer vision that you shouldn’t ignore! In this episode, we bring you one of those amazing stories from Gabriel Ortiz, who is working with the government of Cantabria in Spain to automate cartography and apply AI to geospatial analysis. We hear about how AI tooling fits into the GIS workflow, and Gabriel shares some of his recent work (including work that can identify individual people, invasive plant species, building and more from aerial survey data).

Tracy Durnell thinks AI has already poisoned its own well, Adam Hill’s microsite catalogs everything you need to UnsuckJS, Lionel Dricot thinks we need more Richard Stallman, not less & the Vulcan team proves you can’t trust ChatGPT’s package recommendations.

Brett Cannon (our unofficial ambassador to the Python community) is here to help alleviate our pip install anxiety. Along the way, we ask him about Python 4, removing the GIL, what he thinks about Chris Lattner’s Mojo project, Rust in the Python world & way more (of course).

Let’s debate debugging techniques! Do you print debug or dive deep into debugging tools? KBall & Jerod argue that print statements are all you need while Amal & guest Eric Clemmons take the other side. Who will win and why will it be Jerod? 😉

This week we’re joined by Adam Jacob and we’re talking about his mission at System Initiative to rebuild DevOps. They are out of stealth mode and ready to show off their transformative new power tool that reimagines what’s possible from DevOps. It’s an intelligent automation platform that allows DevOps teams to build detailed interactive simulations of their infrastructure and use them to rapidly update their production environments.

Kaylyn Gibilterra returns as Natalie & the gang take our diversity conversation one step further. This time we’re talking about neurodiversity as it relates to being a developer, a manager, a conference participant & more.

Chris and Daniel take a step back to look at how generative AI fits into the wider landscape of ML/AI and data science. They talk through the differences in how one approaches “traditional” supervised learning and how practitioners are approaching generative AI based solutions (such as those using Midjourney or GPT family models). Finally, they talk through the risk and compliance implications of generative AI, which was in the news this week in the EU.

An open platform for operating LLMs in production, working quickly is more important than it seems, imaginary problems are the root of bad software, Val Town is a social website to write and run code & Aaron Francis’ guide to finishing your projects.

Mat Ryer is back and he’s brought with him 10 tips to be a 10x developer (like he is). After that, we try a new segment we’re calling “Tool Time” (and try out a few jingles for it along the way). Finally, it’s time to review our previous unpopular opinions and put some new ones into the world for your (dis)agreeing pleasure. Join us for an automagical time!

The panel dives into all of the supporting structures that we build around writing code, what works in different environments, and good and bad practices they have seen. From PR etiquette to CI/CD to how to write a ticket, they look at them from an open source perspective, an enterprise perspective, and everything in between.

This week we’re talking about Passkeys with Anna Pobletts, Head of Passwordless, at 1Password. Will Passkeys enable a passwordless future? Time will tell. Anna shares the what, the why, how, and the when on Passkeys.

Daniel had the chance to sit down with @swyx and Alessio from the Latent Space pod in SF to talk about current AI trends and to highlight some key learnings from past episodes. The discussion covers open access LLMs, smol models, model controls, prompt engineering, and LLMOps. This mashup is magical. Don’t miss it!

Our guests helped create a ML pipeline that enabled image processing and automated image comparisons, enabling healthcare use cases through their series of microservices that automatically detect, manage, and process images received from OEM equipment. In this episode they will chat through the challenges and how they overcame them, focusing specifically on the wait strategy for their ML Pipeline Healthcare Solution microservices. We’ll also touch on how improvements were made to an open source Go package as part of this project.

Reddit goes dark as subreddits protest, Lemmy lights up as disillusioned redditors turn to the fediverse, OpenObserve is a cloud native observability platform, Julia Evans dispels some myths about blogging & Red Hat’s Jeffrey “Jefro” Osier-Mixon tells Adam and Jerod all about Automotive Linux at Open Source Summit NA.

Homebrew project leader Mike McQuaid joins us to weigh in on Apple’s big Vision Pro announcement. We also hit on our favorite (and least favorite) non-AR things from the WWDC 2023 keynote.

This is our last week of hallway track coverage at The Linux Foundation’s Open Source Summit North America 2023 in Vancouver, Canada. Today’s anthology episode features: Jeffrey Sica (Developer Experience & Programs @ CNCF), Eddie Zaneski (Kubernetes SIG CLI), Yaron Schneider (Co-creator of Dapr and Founder and CTO at Diagrid). Special thanks to our friends at GitHub for sponsoring us to attend this conference as part of Maintainer Month.

Million.js is a JavaScript library that helps render large datasets in the browser efficiently using a virtual DOM and custom diffing algorithm. Aiden and Tobi join Nick to talk about what it does, it’s goals, and where it’s going.

Lately.AI has been working for years on content generation systems that capture your unique “voice” and are tailored to your unique audience. At first, they didn’t know that they were going to build an AI system, but now they have a state-of-the-art generative platform that provides much more than “prompting” out of thin air. Lately.AI’s CEO Kate explain their journey, her perspective on generative AI in marketing, and much more in this episode!

Tips, tricks, best practices and philosophical AI debates abound when OpenAI ambassador Bram Adams joins Natalie, Johnny & Mat to discuss prompt engineering.

The Astro team releases a new documentation builder, legendary computer scientist Donald Knuth plays with ChatGPT, over 500 volunteer mods have signed an open letter to Stack Overflow Inc, Reddit faces a revolt due to their new API pricing & the Technology Innovation Institute release Falcon, a new open source LLM that’s topping Hugging Face’s leaderboard.

This week Adam is joined by Scott Johnston, CEO of Docker. Scott shares his journey to the CEO role, how he’s leading the company to not only grow revenue, but to also invest in developer facing features, their shift from a enterprise sales focus to a PLG driven model, and we even talk about Docker Desktop, the competition it faces, and the struggle they face when considering making it open source.

Gerhard is back! Today we continue our Kaizen tradition by getting together (for the 10th time) with one of our oldest friends to talk all about the continuous improvements we’re making to Changelog’s platform and podcasts.

KBall interviews Nick Nisi about the Pandora’s box that is his tooling/developer setup. Starting at the lowest layer of the terminal emulator he uses, they move upwards into command line tools, into Tmux (terminals within terminals!), his epic NeoVim configuration, and finally into the tools he uses for notekeeping and productivity.

This week on The Changelog we’re continuing our Maintainer Month series by taking to you back to the hallway track of The Linux Foundation’s Open Source Summit North America 2023 in Vancouver, Canada. Today’s anthology episode features: Stormy Peters (VP of Communities at GitHub), Dr. Dawn Foster (Director of Open Source Community Strategy at VMware), and Angie Byron (Drupal Core Product Manager and Community Director at Aiven). Special thanks to our friends at GitHub for sponsoring us to attend this conference as part of Maintainer Month.

Return guests Ben Johnson & Chris James join Mat & Kris to talk about the files and folders of your Go projects, big and small. Does the holy grail exist, of the perfect structure to rule them all? Or are we doomed to be figuring this out for the rest of our lives?

You can’t build robust systems with inconsistent, unstructured text output from LLMs. Moreover, LLM integrations scare corporate lawyers, finance departments, and security professionals due to hallucinations, cost, lack of compliance (e.g., HIPAA), leaked IP/PII, and “injection” vulnerabilities. In this episode, Chris interviews Daniel about his new company called Prediction Guard, which addresses these issues. They discuss some practical methodologies for getting consistent, structured output from compliant AI systems. These systems, driven by open access models and various kinds of LLM wrappers, can help you delight customers AND navigate the increasing restrictions on “GPT” models.

The Gorilla team is building an API store for LLMs, DeviceScript is Microsoft’s new TypeScript programming environment for microcontrollers, Nyxt is a hackable browser written in Lisp, Morgan Housel writes about expectations debt & I issue a gentle reminder to my fellow software engineers: there’s still no silver bullet.

What if your favorite conference’s hallway track continued year round? That’s the vibe we’re trying to capture with Changelog & Friends, a new Friday talk show from your friends at Changelog. In this intro episode, Adam & Jerod talk all about our new MWF plan for The Changelog , discuss what this Friends flavor is all about, and have a lot of fun along the way.

Nick is excited to explain CVA to us like we’re five (then again like we’re 41). KBall is excited to share details of his new stack (for the new app he’s building). Jerod is excited to share some recent news items (but he’s the only one). And finally, we’re all excited to debate TypeScript vs JSDoc comments!

This week on The Changelog we’re taking you to the hallway track of The Linux Foundation’s Open Source Summit North America 2023 in Vancouver, Canada. Today’s anthology episode features: Beyang Liu (Co-founder and CTO at Sourcegraph), Denny Lee (Developer Advocate at Databricks), and Stella Biderman (Executive Director and Head of Research at EleutherAI). Special thanks to our friends at GitHub for sponsoring us to attend this conference as part of Maintainer Month.

Now that you’ve aced that CFP, the gang is back to share our best tips & tricks to help you give your best conference talk ever.

Large Language Models (LLMs) continue to amaze us with their capabilities. However, the utilization of LLMs in production AI applications requires the integration of private data. Join us as we have a captivating conversation with Jerry Liu from LlamaIndex, where he provides valuable insights into the process of data ingestion, indexing, and query specifically tailored for LLM applications. Delving into the topic, we uncover different query patterns and venture beyond the realm of vector databases.

Will McGugan’s Trogon auto-generates friendly TUIs for your CLI apps, Stability AI’s official open source variant of DreamStudio, John Calhoun writes about life after 26 years programming at Apple, Google’s news TLDs could be a boon to scammers & Pablo Meier documents a way to discuss programming languages.

Nick & KBall sit down with the brilliant Stephen Haberman to discuss all things ORMs! 💻🔍 From the advantages and disadvantages of ORMs in general, to delving into the intricacies of his innovative project Joist, which brings a fresh, idiomatic, ActiveRecord-esque approach to TypeScript. 🚀 So sit back, relax, and let’s dive deep into the world of ORMs with the experts!

This week Sarah Drasner joins us to talk about her book Engineering Management for the Rest of Us and her experience leading engineering at Zillow, Microsoft, Netlify, and now Google.

At the recent ODSC East conference, Daniel got a chance to sit down with Erin Mikail Staples to discuss the process of gathering human feedback and creating an instruction tuned Large Language Models (LLM). They also chatted about the importance of open data and practical tooling for data annotation and fine-tuning. Do you want to create your own custom generative AI models? This is the episode for you!

Thunderbird is thriving on small donations, Syncthing is a super-cool continuous file sync program, LLMs are so hot right now and they’re making vectors hot by proxy & MDN defines a Baseline for stable web features.

Developer slash artist Alex Miller joins Jerod & Amelia to discuss the challenge he faced after deciding to eschew fancy frameworks and libraries in favor of vanilla JS to build an interactive essay called Grid World for the html review.

Conferences are an integral part of the Go community, but the experience of conferences has remained the same even as the value propositions change. In this episode we discuss what conferences generally provide, how value propositions have changed, and what changes conference organizers could make to realign their conference experience to a new set of value propositions.

There are a ton of problems around building LLM apps in production and the last mile of that problem. Travis Fischer, builder of open AI projects like @ChatGPTBot, joins us to talk through these problems (and how to overcome them). He helps us understand the hierarchy of complexity from simple prompting to augmentation, agents, and fine-tuning. Along the way we discuss the frontend developer community that is rapidly adopting AI technology via Typescript (not Python).

This week we’re celebrating Maintainer Month along with our friends at GitHub. Open source runs the world, but who runs open source? Maintainers. Open source maintainers are behind the software we use everyday, but they don’t always have the community or support they need. That’s why we’re celebrating open source maintainers during the month of May. Today’s conversation features Alyssa Wright (Bloomberg), Chad Whitacre (Sentry), and Duane O’Brien (Creator of the FOSS Contributor Fund and framework). We get into all the details, the why, the hows, and the struggles involved for companies to support open source.

Jeremy Howard thinks Mojo might be the biggest programming language advance in decades, Amelia Wattenberger is not impressed by AI chatbots, a leaked Google memo admits big tech has no AI moats & Werner Vogels reminds us that monoliths are not dinosaurs.

This week Adam is joined by Michael Grinich, Founder & CEO at WorkOS. Michael shares his journey to build WorkOS, what it takes to cross the Enterprise Chasm, and how he’s building his sales organization for growth.

Dax Raad joins KBall and Nick to chat about SST, a framework that makes it easier to build full-stack applications on AWS. We chat about how the project got started and its goals. Then we discuss OpenNext, an open source, framework-agnostic server less adapter for Next.js.

The DevCycle team joins Jon & Kris for a deep conversation on WebAssembly (Wasm) and Go! After a high-level discussion of what Wasm is all about, we learn how they’re using it in production in cool and interesting ways. We finish up with a spicy unpop segment featuring buzzwords like “ChatGPT”, “LLM”, “NFT” and “AGI”

José Valim joins Jerod to talk all about what’s new in Livebook – the Elixir-based interactive code notebook he’s been working on the last few years. José made a big bet when he decided to bring machine learning to Elixir. That bet is now paying off with amazing new capabilities such as building and deploying a Whisper-based chat app to Hugging Face in just 15 minutes. José demoed that and much more during Livebook’s first-ever launch week. Let’s get into it.

Model sizes are crazy these days with billions and billions of parameters. As Mark Kurtz explains in this episode, this makes inference slow and expensive despite the fact that up to 90%+ of the parameters don’t influence the outputs at all. Mark helps us understand all of the practicalities and progress that is being made in model optimization and CPU inference, including the increasing opportunities to run LLMs and other Generative AI models on commodity hardware.

Hyperswitch is like the adapter pattern for payments, Austin Henley writes about the future of programming by summarizing recent research papers, Thoughtworks published their 28th volume of their Tech Radar, the team at General Products reminds devs to scan our technical writing for words such as “easy”, “painless”, “straightforward”, “trivial”, “simple” and “just” & we finish with a lightning round of cool tools.

Adam Argyle joins Amelia and Nick to catch them up on all the goings on within the world of CSS colors. There are a lot more options than you’d expect if you haven’t been keeping up, and Adam’s here to help you avoid the “gray dead zone”!

Go conferences are not as diverse as we’d like them to be. There are initiatives in place to improve this situation. Among other roles, Ronna Steinberg is the Head of Diversity at GopherCon Europe. In this episode we’ll learn more about the goal, the process and the problems, and how can each one of us help make this better.

This week Adam talks with Andy Klein from Backblaze about hard drive reliability at scale.

With all the LLM hype, it’s worth remembering that enterprise stakeholders want answers to “why” questions. Enter causal inference. Paul Hünermund has been doing research and writing on this topic for some time and joins us to introduce the topic. He also shares some relevant trends and some tips for getting started with methods including double machine learning, experimentation, difference-in-difference, and more.

The dataset wars are heating up, Bark is a transformer-based text-to-audio model that can generate highly realistic, multilingual speech as well as other audio, Kent Beck needs to recalibrate after using ChatGPT, the team behind Stable Diffusion release a new open source language model & Mitchel Hashimoto weighs in on prompt engineering.

Feross and his team at Socket recently shipped a wrapper library for the ubiquitous npm package manager’s command-line interface that brings enhanced security when you need it most: before executing any code Bradly Farias lead this effort, so Jerod & Chris invited him on the show to learn all about it.

This week Adam is joined by Alex Gallego, Founder & CEO at Redpanda Data, to share his builder journey to create the Redpanda streaming data platform.

Large Language Model (LLM) capabilities have reached new heights and are nothing short of mind-blowing! However, with so many advancements happening at once, it can be overwhelming to keep up with all the latest developments. To help us navigate through this complex terrain, we’ve invited Raj - one of the most adept at explaining State-of-the-Art (SOTA) AI in practical terms - to join us on the podcast. Raj discusses several intriguing topics such as in-context learning, reasoning, LLM options, and related tooling. But that’s not all! We also hear from Raj about the rapidly growing data science and AI community on TikTok.

This week we’re joined by Zach Latta, the Founder of Hack Club. At 16, Zach tested out of high school and moved to SF to join Yo as their first engineer. After playing a key role at Yo, he founded Hack Club to help teen hackers start coding clubs around the world. Today, teen hackers can meet IRL, online, at a hackathon, or leverage Hack Club Bank a fiscal sponsor to create their own organization. Hack Club is the program Zach wished he had in high school.

Kara Deloss announces GitHub Accelerator’s 2023 cohort, Databricks releases the first open source, instruction-following LLM, fine-tuned on a human-generated instruction dataset licensed for research and commercial use, Mihai Parparita writes how he improved Tailscale thanks to Apple’s open source & Neal Fennimore asks and answers the question: Passkeys: what the heck and why?!

The panel dives into a topic that makes most software developers cringe: Professional networking. Starting with a definition - what does it even mean? - they go into hacks they’ve found for getting more comfortable with networking, building your network in person or online, and then using your network to find new job opportunities or consulting work.

This week we’re talking with Cory Doctorow (this episode contains explicit language) about his newest book Chokepoint Capitalism, which he co-autored with Rebecca Giblin. Chokepoint Capitalism is about how big tech and big content have captured creative labor markets and the ways we can win them back. We talk about chokepoints creating chickenized reverse-centaurs, paying for your robot boss (think Uber, Doordash, Amazon Drivers), the chickenization that’s climbing the priviledge gradient from the most blue collar workers to the middle-class. There are chokepoints in open source, AI generative art, interoperability, music, film, and media. To quote Cory, “We’re all fighting the same fight.”

Matthew Boyle, the author of Domain-Driven Design with Golang, sits down with Jon & Mat to talk about (you guessed it!) DDD with Go.

What can art historians and computer scientists learn from one another? Actually, a lot! Amanda Wasielewski joins us to talk about how she discovered that computer scientists working on computer vision were actually acting like rogue art historians and how art historians have found machine learning to be a valuable tool for research, fraud detection, and cataloguing. We also discuss the rise of generative AI and how we this technology might cause us to ask new questions like: “What makes a photograph a photograph?”

Ken Thompson’s 75-year-project is a jukebox for the ages, Tabby is a self-hosted AI coding assistant, Codeberg is a collaboration platform and Git hosting for open source software, content and projects, TheSequence explains The LLama Effect & Paul Orlando writes about Ghosts, Guilds and Generative AI.

This week we’re talking about LLMs with Simon Willison. We can not avoid this topic. Last time it was Stable Diffusion breaking the internet. This time it’s LLMs breaking the internet. Large Language Models, ChatGPT, Bard, Claude, Bing, GitHub Copilot X, Cody…we cover it all.

Grab a comfy seat and a hot cup of joe, because it’s time for some coffee talk with Nick & KBall! Special guest Thomas Eckert joins the party and brings a bunch of questions for us to discuss. Who wins in a fist fight: Tailwind CSS people or “real” CSS people? Is Agile overrated? What’s the longest bug you’ve ever chased? How about some underrated libraries/packages that people should know about? And more!

Mat & Johnny interview everyone’s favorite LLM (Natalie with a special hat on) to see if it’d make a good hire as a Go dev. Also, Mat tries to turn it into his very own creepy robot by asking personal questions about his co-hosts. Things get weird. In a good way?

Daniel and Chris explore the intersection of Kaggle and real-world data science in this illuminating conversation with Christof Henkel, Senior Deep Learning Data Scientist at NVIDIA and Kaggle Grandmaster. Christof offers a very lucid explanation into how participation in Kaggle can positively impact a data scientist’s skill and career aspirations. He also shared some of his insights and approach to maximizing AI productivity uses GPU-accelerated tools like RAPIDS and DALI.

Twitter publishes (some of) its recommendation algorithm, Toran Bruce Richards puts GPT-4 on autopilot, Simon Willison shares a good way for us to think about LLMs, Eric Elliot creates a powerful pseudocode programming language for LLMs & I define and demystify the term “stochastic parrot”.

Jerod & the gang catch you up on what’s new and poppin’ in the web development world. We go deep on GitHub Copilot X and the latest AI advancements, take a bathroom break while Nick talks about TypeScript 5 & continue the debate about the future of React.

We’re joined by the creators of Wails and Fyne to dig into writing Go code for different architectures and operating systems.

After years of working for Google on the Go Team, Filippo Valsorda quit last year to experiment with more sustainable paths for open source maintainers. Good news, it worked! Filippo is now a full-time open source maintainer and he joins Jerod on this episode to tell everyone exactly how he’s making the equivalent to his total compensation package at Google in open source.

We are seeing an explosion of AI apps that are (at their core) a thin UI on top of calls to OpenAI generative models. What risks are associated with this sort of approach to AI integration, and is explainability and accountability something that can be achieved in chat-based assistants? Beth Rudden of Bast.ai has been thinking about this topic for some time and has developed an ontological approach to creating conversational AI. We hear more about that approach and related work in this episode.

GitHub announces Copilot X, Mckay Wrigley created an open source ChatGPT UI buit with Next.js, TypeScripe & Tailwind CSS, OpenAI is also launching a ChatGPT plugin initiative, Brad Woods writes about juice in software development, Logto is an open source alternative to Auth0, Basaran is an open source alternative to the OpenAI text completion API & llama-cli is a straightforward Go CLI interface for llama.cpp.

Node core committer Erick Wendel joins Jerod & KBall to talk us through how he created his own JS runtime using V8, Libuv & more. Along the way we learn from his learnings, wrap our heads around the differences between Node, Bun & Deno, and talk about creating awesome content for developers… whether they like it or not!

In this episode Adam and Mireille discuss what it takes to develop a high performance mindset. Your mindset is the mental framework that influences your actions, your decisions, and your overall approach to life. Discover how to nurture a growth-oriented and positive mindset, fostering resilience, adaptability, and a commitment to self-improvement. This episode is a must-listen for anyone looking to optimize their mental framework and cultivate a growth-oriented mindset to achieve success in their personal and professional lives.

Our “Hacking with Go” series continues! This time Natalie & Johnny are joined by Ivan Kwiatkowski & Juan Andrés Guerrero-Saade and the conversation is we’re focused around generics and AI.

This week we’re talking with Georgi Gerganov about his work on Whisper.cpp and llama.cpp. Georgi first crossed our radar with whisper.cpp, his port of OpenAI’s Whisper model in C and C++. Whisper is a speech recognition model enabling audio transcription and translation. Something we’re paying close attention to here at Changelog, for obvious reasons. Between the invite and the show’s recording, he had a new hit project on his hands: llama.cpp. This is a port of Facebook’s LLaMA model in C and C++. Whisper.cpp made a splash, but llama.cpp is growing in GitHub stars faster than Stable Diffusion did, which was a rocket ship itself.

Michal Warda on self-hosting in 2023, Martin Heinz will never use Alpine Linux again, Oliver Rice at Supabase creates type constraints in Postgres with just 65 lines of SQL, Aaron Patterson converted a BMW shifter into a Bluetooth keyboard that can control Vim, Piet Terheyden has been curating beautiful & functional websites daily since 2013, Ryan Lucas put together a history of Visual Basic, turns out it’s easy for an open source project to buy fake GitHub stars & Mastodon hit 10 million accounts.

Dan Abramov & Joe Savona from the React Team join Jerod & Nick for a wide-ranging discussion about React’s place in the frontend ecosystem. We cover everything from React competing with React, their responses to SPA fatigue and recent criticisms, to Server Components and the future of the framework.

The panel discuss the parts of Go they never use. Do they avoid them because of pain in the past? Were they overused? Did they always end up getting refactoring out? Is there a preferred alternative?

Neural search and chat-based search are all the rage right now. However, You.com has been innovating in these topics long before ChatGPT. In this episode, Bryan McCann from You.com shares insights related to our mental model of Large Language Model (LLM) interactions and practical tips related to integrating LLMs into production systems.

This week we’re talking with Nathan Sobo about his next big thing. Nathan is known for his work on the Atom editor while at GitHub. But his work wasn’t finished when he left, so…he started Zed, a high-performance multiplayer editor that’s engineered for performance. And today, Nathan talks us through all the details.

Dalai is the simplest way to run LLaMA on your local machine, simple web tools that just work without annoying you, Wik is a tool to view wikipedia pages from your terminal, Rspack is a fast, Rust-based web bundler, Doodle is a pure Kotlin UI framework, Marqo is tensor search for humans & iLLA is an open source alternative to Retool.

This week Adam is joined by Jori Lallo, Co-founder of Linear, to talk about creating magical software and building high-quality software teams.

Zach Leatherman returns to the show to discuss his progress over the last year since going full-time on Eleventy, including Eleventy 2.0, the release of WebC, and the state of static site generators.

In a world where most documentation sucks, large language models write better than humans, and people won’t be bothered to type full sentences with actual punctuation. Two men… against all odds… join an award-worthy podcast… hosted by a coin-operated, singing code monkey (?)… to convince the developer world they’re doing it ALL wrong. Grab your code-generator and heat up that cold cup of coffee on your desk. Because this episode of Go Time is about to blow your docs off!

This week Adam talks with Marcin Kurc about chasing the 9s. Marcin is the Co-founder and CEO of Nobl9 where they build tools for managing service level objectives, aka SLOs. We also talk about service level agreements (SLAs), service level indicators (SLIs), error budgets, and monitoring, and how it all comes together to help teams align on goals, improve customer satisfaction, manage risks, increase transparency, and of course, a favorite around here…continuous improvement. Kaizen! This is an awesome deep dive into the world of chasing those 9s, and how teams are levering SLOs to earn the trust of their customers as well showcase transparency.

We’ve all experienced pain moving from local development, to testing, and then on to production. This cycle can be long and tedious, especially as AI models and datasets are integrated. Modal is trying to make this loop of development as seamless as possible for AI practitioners, and their platform is pretty incredible! Erik from Modal joins us in this episode to help us understand how we can run or deploy machine learning models, massively parallel compute jobs, task queues, web apps, and much more, without our own infrastructure.

Reorx lists awesome apps & tools using the new ChatGPT API, Ernie Smith ranks self-hosted app alternatives, Very Good Ventures brings Dart to the server, Daniel Stenberg tells curl’s NuGet story & Hacker Stations showcases tech workspace setups from all over the world.

KBall and Nick interview one of the leaders of the Tauri project about this next generation app bundling toolkit: the security, size, and performance features that make it special (and dare we say, better than Electron?), and what’s coming next.

This is our 9th Kaizen with Adam & Jerod. We start today’s conversation with the most important thing: embracing change. For Gerhard, this means putting Ship It on hold after this episode. It also means making more time to experiment, maybe try a few of those small bets that we recently talked about with Daniel. Kaizen will continue, we are thinking on the Changelog. Stick around to hear the rest.

This week we’re joined by Brigit Murtaugh, Product Manager on the Visual Studio Code team at Microsoft, and we’re talking about Development Containers and the Dev Container spec. Ever since we talked with Cory Wilkerson about Coding in the cloud with Codespaces we’ve wanted to get the Changelog.com codebase setup with a dev environment in the cloud to more easily support contributions. After getting a drive-by contribution from Chris Eggert to add a Dev Container spec to our codebase, we got curious and reached out to Brigit and asked her to come on the show to give us all the details.

With the recent proliferation of generative AI models (from OpenAI, co:here, Anthropic, etc.), practitioners are racing to come up with best practices around prompting, grounding, and control of outputs. Chris and Daniel take a deep dive into the kinds of behavior we are seeing with this latest wave of models (both good and bad) and what leads to that behavior. They also dig into some prompting and integration tips.

Sahn Lam details Stack Overflow’s monolith/on-prem architecture, Hillel Wayne asks the Lobsters community for killer libraries, Linux 6.2 is ready to run on M1 Macs thanks to Asahi Linux, Johan Halse writes up what to expect from your web framework & Eli Bendersky on using GoatCounter for blog analytics.

This week Evan Prodromou is back to take us deeper into the Fediverse. As many of us reconsider our relationship with Twitter, Mastodon has been by-and-large the target of migration. They helped to popularize the idea of a federated universe of community-owned, decentralized, social networks. And, at the heart of it all is ActivityPub. ActivityPub is a decentralized social networking protocol published by the W3C. It is co-authored by Evan as well as; Christine Lemmer-Webber, Jessica Tallon, Erin Shepherd, and Amy Guy. Today, Evan shares the details behind this protocol and where the Fediverse might be heading.

Una & Adam from The CSS Podcast defend their Frontend Feud title against challengers David & Shaw from the keyframers. Let’s get it on!

We’re super excited to welcome Jay Alammar to the show. Jay is a well-known AI educator, applied NLP practitioner at co:here, and author of the popular blog, “The Illustrated Transformer.” In this episode, he shares his ideas on creating applied NLP solutions, working with large language models, and creating educational resources for state-of-the-art AI.

Simon Willison rounds up the goings on around Microsoft’s new GPT-powered Bing search, The Vue/Vite team build a nimble web client for Mastodon, Will Larson writes about writing an engineering strategy, Denis Pushkarev seeks support to maintain core-js & I share a lightning round of cool tools I’ve found and used recently. ⚡️

Amal sits down for a one-on-one with Alex Russell, Microsoft Partner on the Edge team, and former Web Standards Tech Lead for Chrome, whose recent post, The Market for Lemons, stirred up a BIG conversation in the web development community. Have we really lost a decade in potential progress? What happened? Where do we go from here?

This week we’re talking to Rachel Potvin, former VP of Engineering at GitHub about what it takes to scale engineering. Rachel says it’s a game-changer when engineering scales beyond 100 people. So we asked to her to share everything she has learned in her career of leading and scaling engineering.

Our “what’s new in Go” correspondent Carl Johnson joins Mat & Johnny to discuss… what’s new in Go 1.20, of course! What’d you expect, an episode about Rust?! That’s preposterous…

Tim McNamara is known as New Zealand’s Rust guy. He is the author of Rust in Action, and also a Senior Software Engineer at AWS, where he helps other builders with all things Rust. The main reason why Gerhard is intrigued by Rust is the incredible resource frugality. Fewer CPUs means less energy used, which is good for the planet, and good for the monthly bill. This becomes most noticeable at Amazon’s scale, when S3, Lambda, CloudFront and other services start adding Rust components.

We’ve been hearing about “serverless” CPUs for some time, but it’s taken a while to get to serverless GPUs. In this episode, Erik from Banana explains why its taken so long, and he helps us understand how these new workflows are unlocking state-of-the-art AI for application developers. Forget about servers, but don’t forget to listen to this one!

Alice Girard Guittard finds out how much she could you really get out of a $4 VPS, Brett Cannon wonders if using TOML for .env files is a good idea, Nic Mulvaney details how they count unique visitors to a website without using cookies, UIDS, or fingerprinting, after a few months, Chris Coyier is still using the Arc browser & Alex Kladov pens a love letter to Deno.

This week we invited our friend Mat Ryer to join us for some good conversation about some Git tooling that’s been on our radar. You may know Mat from Go Time and also Grafana’s Big Tent, which we help to produce. We speculate, we discuss, we laugh, and Mat even breaks into song a few times. It’s good fun.

The panel dives into the current hot topic that is Generative AI. They start by defining it (a surprisingly difficult topic), then go into experiences they’ve had, how to get started working with it as a developer, and where they think it will and will not be useful in the near future.

A quick look at the history of building web apps, followed by a discussion of htmx and how it compares to both modern and traditional ways of building.

Worlds are colliding! This week we join forces with the hosts of the MLOps.Community podcast to discuss all things machine learning operations. We talk about how the recent explosion of foundation models and generative models is influencing the world of MLOps, and we discuss related tooling, workflows, perceptions, etc.

OpenAI’s working on an AI classifier trained to distinguish between AI-written and human-written text, Oz Nova and Myles Byrne created a guide to teach yourself computer science, Charles Genschwap recently realized that all the various programming philosophies can be boiled down into a simple statement about how to work with state, you probably don’t need Lodash or Underscore anymore & Waseem Daher thinks scalability is overrated.

A deep dive into Qwik, how it makes your apps fast by default, and the carefully calibrated amount of “magic” that makes it uniquely powerful.

It’s “Call For Papers” (CFP) season in Go land, so we gathered some seriously experienced conference organizers to help YOUR submission be the best ever.

In our ops & infra world, we learn to optimise for redundancy, for mean time to recovery and for graceful degradation. We instinctively recognise single points of failure, and try to mitigate the risks associated with them. For some years now, Daniel Vassallo has been doing the same, but in the context of life & work. Daniel talks about the role of randomness, about learning from small wins & about optimising for a lifestyle that matches your true preferences,. Apparently, ideas too should be treated like cattle, not pets.

What’s the current reality and practical implications of using 3D environments for simulation and synthetic data creation? In this episode, we cut right through the hype of the Metaverse, Multiverse, Omniverse, and all the “verses” to understand how 3D assets and tooling are actually helping AI developers develop industrial robots, autonomous vehicles, and more. Beau Perschall is at the center of these innovations in his work with NVIDIA, and there is no one better to help us explore the topic!

Jeremia Kimelman takes stock of his “data tool belt”, Build Your Own Redis with C/C++ is ready to read, giscus is a comments system powered by GitHub Discussions, Matt Rickard says prompt engineering shouldn’t be a thing and won’t be a thing in the future & Kolja Lubitz’s ALPACA is engine for building adventure games and interactive comics.

This week we’re talking about mainframes with Cameron Seay, Adjunct Professor at East Carolina University and a member of the Governing Board of the Open Mainframe Project. If you’ve been curious about mainframes, this show will be a great guide. Cameron explains exactly what a mainframe is and how it’s different from the cloud. We talk COBOL and the state of education and opportunities around that language. We cover the state-of-the-art in mainframe land, System Z, Linux on mainframes, and more.

Ole Bulbuk & Sandor Szücs join Natalie to discuss the ins & outs of long-term code maintenance. What does it take to maintain a codebase for a decade or more? How do you plan for that? What about inheriting a codebase for the long term? Oh, and (how) can AI help?

Last September, at the 🇨🇭 Swiss Cloud Native Day, Florian Forster, co-founder & CEO of ZITADEL, talked about why they switched to serverless containers. ZITADEL has a really interesting workload that is both CPU intensive and latency sensitive. On top of this, their users are global, and traffic is bursty. Florian talks about how they evaluated AWS, GCP & Azure before they settled on the platform that met their requirements.

Creating and sharing reproducible development environments for AI experiments and production systems is a huge pain. You have all sorts of weird dependencies, and then you have to deal with GPUs and NVIDIA drivers on top of all that! brev.dev is attempting to mitigate this pain and create delightful GPU dev environments. Now that sounds practical!

Fred K. Schott joins the party again to discuss all the new and fun changes in Astro 2. Nick and KBall dig in on what’s new, what’s exciting, and what to expect from the framework built around content.

Max Countryman wrote up a framework for prioritizing tech debt, shadcn builds a copy/paste-able UI component library in public, Justin Etheredge shares 20 things he’s learned in his 20 years as a software engineer, Jacob Stopak’s git-sim lets you easily visualize git operations without affecting your repo & Mattias Wadman implemented jq in jq.

This week we’re talking about by Postgres with Craig Kerstiens, Chief Product Officer at Crunchy Data, and a well known ambassador for Postgres. Just Postgres. That’s what this week’s show is about.

Jerod & the gang analyze the State of JS 2022 survey results, play a wicked game of HeadLIES & share some Pro Tips to help you live your best dev life.

Lars is big on Elixir. Think apps that scale really well, tend to be monolithic, and have one of the most mature deployment models: self-contained releases & built-in hot code reloading. In episode 7, Gerhard talked to Lars about “Why Kubernetes”. There is a follow-up YouTube stream that showed how to automate deploys for an Elixir app using K3s & ArgoCD. More than a year later, how does Lars think about running applications in production? What does simple & straightforward mean to him? Gerhard’s favourite: what is “human scale deployments”?

Tech lawyer Luis Villa returns to Go Time to school us once again on the intellectual property concerns of software creators in this crazy day we live in. This time around, we’re focusing on the implications of Large Language Models, code generation, and crazy stuff like that.

Why is ML is so poorly adopted in small organizations (hint: it’s not because they don’t have enough data)? In this episode, Kirsten Lum from Storytellers shares the patterns she has seen in small orgs that lead to a successful ML practice. We discuss how the job of a ML Engineer/Data Scientist is different in that environment and how end-to-end project management is key to adoption.

WestArtFactory’s premium PCB cheat sheets, Maxime Topolov tells of a disappearing AWS dev, Juspay Technologies releases HyperSwitch for payment processing, Servo gets new funding for 2023 & Cloudflare’s open source Wildebeest.

Jerod is joined by Yehonathan Sharvit, author of Data-Oriented Programming, to discuss the virtues of treating data as a first-class citizen in our applications and the four principles that make it possible.

KBall and Chris dive into the current JavaScript trends towards smaller frameworks, compiled JavaScript, and why Chris believes “this time is different” with regards to developers caring about network speed and reducing JS sent over the wire.

Paul Smith (from “Obama’s Trauma Team”) tells us the tale of how Go played a big role in the rescuing and rebuilding of the HealthCare.gov website. Along the way we learn what the original team did wrong, how the rescue team kept it afloat during huge traffic spikes, and what they’ve done since to rebuild it to serve the people’s needs.

Marcos Nils has been into platform engineering for the best part of the last decade. He helped architect & build developer platforms using VMs & OpenStack, containers with Docker, and even Kubernetes. He did this at startups with 10 people, as well as large, publicly traded companies with 1000+ software engineers. Today we talk with Marcos about the hard parts of platform engineering.

Daniel and Chris do a deep dive into OpenAI’s ChatGPT, which is the first LLM to enjoy direct mass adoption by folks outside the AI world. They discuss how it works, its effect on the world, ramifications of its adoption, and what we may expect in the future as these types of models continue to evolve.

Brandur Leach’s easy, alternative soft deletion strategy, Lane Wagner’s zen of proverbs, Nicolas Carlo says fake it until you can automate it, Felix A. Crux thinks feeds are the only civilized way to read online & Ben Thompson analyzes AI and the big five tech companies.

Welcome to 2023 — we’re kicking off the year talking to Justin Searls about the state of web development and why he just might write a “You Might Not Need React” post. He’s been so productive using Turbo and Stimulus (and tailwind) in Rails 7 that we had to talk about the state of Rails development today and a bunch of other fun topics around building for the web in 2023.

It’s our 4th annual New Year’s party! Jerod & the gang review our (failed) resolutions from last year, discuss what’s trending in the web world, make a few predictions of our own & even set some new (probably failed) resolutions for this year.

Mat and the gang ring in the new year by gathering around a make believe fireplace and discussing what they’re excited about in 2023, their new years resolutions & a little bit of Go talk, too. But only a little.

Welcome to 2023! A new year is the perfect time to start with a fresh perspective. Given a few bare metal hosts with fast, local storage, how would you run your workloads on them? Would you cluster them for redundancy? What operating system would you choose? Steve Francis, CEO at Sidero Labs and Andrew Rynhard, CTO at Sidero Labs join us today to talk about running Talos Linux on bare metal.

While at EMNLP 2022, Daniel got a chance to sit down with an amazing group of researchers creating NLP technology that actually works for their local language communities. Just Zwennicker (Universiteit van Amsterdam) discusses his work on a machine translation system for Sranan Tongo, a creole language that is spoken in Suriname. Andiswa Bukula (SADiLaR), Rooweither Mabuya (SADiLaR), and Bonaventure Dossou (Lanfrica, Mila) discuss their work with Masakhane to strengthen and spur NLP research in African languages, for Africans, by Africans. The group emphasized the need for more linguistically diverse NLP systems that work in scenarios of data scarcity, non-Latin scripts, rich morphology, etc. You don’t want to miss this one!

Jackson Huff’s clipboard powertool for the command line, Fernando Borretti thinks tools for thought should be unbundled, Listen Notes helps you run a microfeed on Cloudflare, Martin Rue says to be productive, be prepared & Paul Sawers takes TechCrunch readers inside Matrix and features its recent adoption wins.

Our 5th annual year-end wrap-up episode! Sit back, relax, pour a glass of your favorite beverage and join us for listener voice mails, our favorite episodes, some must-listens, and of course the top 5 most listened to episodes of the year. Thanks for listening! 💚

We’re back! This is from our “lost episodes” — This is your brain…and this is your brain on burnout, any questions? OK, but seriously, burnout effects everyone, even if they/you don’t admit it. Burnout is a state of physical, emotional, and mental exhaustion caused by prolonged stress. It can affect ANYONE, but it is especially common among high-performers who push themselves to the limit. In this episode, we dive into the latest research on burnout and its effects on the brain, as well as offer practical advice for preventing and managing burnout. If you’re heading into 2023 feeling overwhelmed and drained, this episode is for you.

To wrap up the year we’re talking about what’s breaking the internet, again. Yes, we’re talking about ChatGPT and we’re joined by our good friend Shawn “swyx” Wang. Between his writings on L-Space Diaries and his AI notes repo on GitHub, we had a lot to cover around the world of AI and what might be coming in 2023. Also, we have one more show coming out before the end of the year — our 5th annual “State of the log” episode where Adam and Jerod look back at the year and talk through their favorite episodes of the year and feature voices from the community. So, stay tuned for that next week.

Deno creator Ryan Dahl goes one-on-one with Jerod to discuss their new npm support, why he’s so excited about JavaScript containers, Deno Deploy’s present & future, what he thinks about alternative runtimes like Bun, WinterCG, how Wasm fits into the story & more!

Mat invites Bartłomiej Płotka, Kemal Akkoyun & Christian Simon to discuss how to make Go code more efficient through modern observability practices.

Eight months ago, in 🎧 episode 49, Alex Sims (Solutions Architect & Senior Software Engineer at James & James) shared with us his ambition to help migrate a monolithic PHP app running on AWS EC2 to a more modern architecture. The idea was some serverless, some EKS, and many incremental improvements. So how did all of this work out in practice? How did the improved system cope with the Black Friday peak, as well as all the following Christmas orders? Thank you Alex for sharing with us your Ship It! inspired Kaizen story. It’s a wonderful Christmas present! 🎄🎁

José and Ricardo joined Daniel at EMNLP 2022 to discuss state-of-the-art machine translation, the WMT shared tasks, and quality estimation. Among other things, they talk about Unbabel’s innovations in quality estimation including COMET, a neural framework for training multilingual machine translation (MT) evaluation models.

tRPC helps you move fast and break nothing, Michael Muré embeds a bug tracker in git, Fatih Kadir Akın curates some awesome ChatGPT prompts, Mike Nikles thinks dev environments in the cloud are a half-baked solution & Georgi Gerganov ports OpenAI’s Whisper model to a lightweight, portable C/C++ program.

This week we’re joined by Christina Warren, Senior Developer Advocate at GitHub, and a true tech and pop culture connoisseur. From her days at Mashable covering the intersections of entertainment and technology, to Gizmodo, to Microsoft, and now her current role at GitHub we talk with Christina about her journey from journalist to developer, and the latest happenings coming out of GitHub Universe. BTW, we’re planning to get Christina on Backstage in the new year to talk about Plex, MakeMKV, and all things that go into hosting your own media server. Drop a commment on this episode with a +1 if you want to see that happen.

KBall interviews CSS instructor & YouTuber extraordinaire Kevin Powell in a wide ranging discussion about CSS and how to learn it - what to start with, what to ignore, and various topics in between.

Ivan Kwiatkowski joins Natalie once again for a follow-up episode to Hacking with Go: Part 2. This time we’ll get Ivan’s perspective on the way Go’s security features are designed and used, from the user/hacker perspective. And of course we will also talk about how AI fits into all this…

Narayanan Raghavan leads the global SRE organization that runs Red Hat managed cloud services including OpenShift Dedicated, Azure Red Hat Openshift, Red Hat OpenShift Service on AWS, and Red Hat OpenShift Data Science among others across the three major cloud providers: AWS, GCP & Azure. We start with a high-level discussion about DevOps, SRE & platform engineering, and then we dig into SRE specifics, including what it takes to safely roll out updates across many tens of thousands of OpenShift clusters.

In this special episode, we interview some of the sponsors and teams from a recent case competition organized by Purdue University, Microsoft, INFORMS, and SIL International. 170+ teams from across the US and Canada participated in the competition, which challenged students to create AI-driven systems to caption images in three languages (Thai, Kyrgyz, and Hausa).

Jonas Degrave builds a virtual machine inside ChatGPT, Advent of Code 2022 is in full swing, Mat Ryer impersonates Liam Neeson as web developer, Luca Hammer’s Fedifinder project helps you join the Fediverse & we chat with Brian (BDougie) Douglas about Open Sauced at All Things Open 2022.

This week we’re back at All Things Open 2022 covering the hallway track. Up first is Shivay Lamba and he’s schooling us on all things server-side WASM. It’s the new hotness. After that, we talk with Yishai Beeri, CTO of LinearB about the world of code review, PR queues, AI developers, and making human developers more efficient, and happier. And last, we talk with Guy Martin from NVIDIA about what’s going on in the Industrial Metaverse. He shares details about an open source project developed by Pixar called Universal Scene Description (USD) and what they’re doing with NVIDIA Omniverse.

Thomas Steiner (Web Developer Advocate at Google) joins Amal & Nick to talk about Project Fugu – an effort to close gaps in the web’s capabilities enabling new classes of applications to run on the web.

That is the question. Whether ’tis nobler in the mind to suffer the slings and arrows of outrageous test coverage, or to take arms against a sea of bugs…

In today’s episode, we have the pleasure of two guests: Whitney Lee, Staff Technical Advocate at VMware, the one behind the ⚡️ Enlightning episodes, and Mauricio Salatino, which you already know from 🎧 shipit.show/41 on Continuous Delivery for Kubernetes. The two of them gave the most amazing KubeCon NA Keynote last month: What a RUSH! Let’s Deploy Straight to Production! So how do we create an Internal Development Platform that enables anyone on the team to deploy straight to production with the confidence that everything will just work?

There are some big AI-related controversies swirling, and it’s time we talk about them. A lawsuit has been filed against GitHub, Microsoft, and OpenAI related to Copilot code suggestions, and many people have been disturbed by the output of Meta AI’s Galactica model. Does Copilot violate open source licenses? Does Galactica output dangerous science-related content? In this episode, we dive into the controversies and risks, and we discuss the benefits of these technologies.

Heroku’s free plans officially reach EOL, Swyx explains the mixed reaction to Stable Diffusion 2.0, a real Twitter SRE explains how it continues to stay up even with ~80% gone, Tyler Cipriani tells us about one of Git’s coolest, most unloved features & we chat with Joel Lord about brewing beer with IoT & JavaSCript at All Things Open 2022. Oh, and help make this year’s state of the “log” episode awesome by lending your voice!

This week we’re back talking to Gergely Orosz — this time not quite about the insane tech hiring market, but more so the flip side, the 180, the not so good tech hiring market, the layoff market and what you can expect. There’s a lot of FUD out there, so hopefully this show gives you a lens into what’s really going on, and what to really expect. Maybe more so, how to keep your job or find a new job. We come to this topic with great compassion and great understanding, so please…there is a community here for you. There’s a lot of people in our Slack. Call it your home, it’s free to join and everyone is welcome.

Debbie O’Brien –Senior Program Manager at Microsoft– joins Amal & Nick for a deep-dive on Playwright, an automation library for cross-browser end-to-end testing. Along the way, we learn why Microsoft decided to fork Puppeteer, Playwright’s unique value proposition, cool features like auto-waiting & the trace viewer, how it compares to Cypress & a lot more.

Nishant Roy, Engineering Manager at Pinterest Ads, joins Johnny & Jon to detail how they’ve managed to continue shipping quality software from startup through hypergrowth all the way to IPO. Prepare to learn a lot about Pinterest’s integration and deployment pipeline, observability stack, Go-based services and more.

For our last 2022 Kaizen episode, we went all out: 💪 @jerod outdid himself in the number of improvements shipped between Kaizens 🕺 A few of our listeners contributed → prompted us to create a new contributing guide 🗺 We now have a new infrastructure diagram All of this, and a whole lot more, is captured as GitHub discussion 🐙 changelog.com#433. If you want to see everything that we improved, that is a great companion to this episode.

Matt Healy says your next smart device is a $30 Kindle, Changelog sets up an instance as Mastodon takes off, Anurag Bhagsain puts OpenAI’s GPT-3 in your CLI, Kirill Rogovoy argues that no architecture is better than bad architecture & we talk to Mish Manners at All Things Open 2022.

This week we’re taking you to the hallway track of All Things Open 2022 in Raleigh, NC. Let’s set the stage, here’s what we like do when we go to conferences — we setup our podcast studio at our booth where all the other vendors are and we talk to everyone we can. We give out t-shirts, stickers, pins, high fives…and it’s a blast. Today’s anthology episode from ATO features: Arun Gupta (VP and GM of Open Ecosystem Initiatives at Intel), long-time friend Chad Whitacre (Head of Open Source at Sentry), and Ricardo Sueiras (Principal Advocate in Open Source at AWS). The common denominator for each of these conversations is advocating for and supporting open source. Special thanks to Todd Lewis and team for inviting us to come back to ATO. We enjoyed meeting long time fans and new ones too.

KBall and Boneskull dive deep with Paloma Oliveira on the cultural and social consequences of open source software, explore her background in arts and government-supported open source, and discuss practical approaches to change the culture of open source towards more sustainability.

In your company, who designs the end-to-end developer experience? From design to implementation, what is the developer experience that you actually ship? Even though the average developer wastes almost half of their working hours because of bad DX, many of us don’t even know what that means, or how to improve it. Kenneth Auchenberg is working at Stripe, building economic infrastructure for the internet. Gerhard found his perspective on Developer Experience Infrastructure (DXI) refreshingly simple, as well as very useful.

On a previous episode of Go Time we discussed binary bloat, and how the Go protocol buffer implementation is a big offender. In this episode we dive into the history of protocol buffers and gRPC, then we discuss how the protocol and the implementation can vary and lead to things like binary bloat.

Online platforms and their users are susceptible to a barrage of threats – from disinformation to extremism to terror. Daniel and Chris chat with Matar Haller, VP of Data at ActiveFence, a leader in identifying online harm – is using a combination of AI technology and leading subject matter experts to provide Trust & Safety teams with precise, real-time data, in-depth intelligence, and automated tools to protect users and ensure safe online experiences.

Roger Lee has been tracking all tech layoffs since COVID-19, Amanda Hoover says tech worker demand is still high, ntfy helps you send push notifications for free, devenv lets you share development environments without containers, Markdoc scales from personal blogs to massive documentation sites & we talk with Mike Bifulco at All Things Open 2022.

This week we’re back for part 2 with Adam Wiggins — going beyond Heroku and the story of Muse (listen to part 1). After a six-year adrenaline high on Heroku, Adam needed time to recover and refill the creative well. So, he moved to Berlin, did some gig work with companies…dabbled in investing and advising. But he wasn’t satisfied. Adam likes to build things. Ultimately, he was just waiting for the right time to reconnect with James Lindenbaum and Orion Henry — the same fellas he created Heroku with. Eventually they founded Ink & Switch, an independent research lab which led to innovations that made Muse possible. Muse is a tool for deep work and thinking on iPad and Mac. Today’s show is all about that journey and the details in-between.

Estelle Weyl has been building the web since 1999 and documenting it since 2007. Today she joins Amal for a loooong and deeeep conversation about new and !important features of CSS & HTML. Sit down, strap in, and prepare to be schooled!

Natalie & Ian welcome Liran Haimovitch & Tiago Queiroz to the show for a discussion focused on debugging Go programs. They cover good & bad debugging practices, the difficulty of debugging in the cloud, the value of errors logs & metrics, the practice of debugging in production (or not) & much more!

In today’s episode we have the pleasure of Audun Fauchald Strand, Principal Software Engineer at NAV.no, Norway’s Labour & Welfare Administration. We will be talking about NAIS.io, the application platform that runs on-prem, as well as on the public cloud. Imagine hundreds of developers shipping on an average day 300 changes into a system which processes $100,000,000 worth of transactions on a quiet week. If you think this is hard, consider the context: a government institution which must comply with all laws & regulations.

It’s been a while since we’ve touched on quantum computing. It’s time for an update! This week we talk with Yonatan from Quantum Machines about real progress being made in the practical construction of hybrid computing centers with a mix of classical processors, GPUs, and quantum processors. Quantum Machines is building both hardware and software to help control, program, and integrate quantum processors within a hybrid computing environment.

Colin Bartlett’s 50 useful Vim commands, Jeremey Utley on why your first ideas aren’t always the best, Emanuele Rocca’s pets configuration management project, our Kaizen shirts are now on sale & Arun Venkatesen makes a microsite for infinite canvas tools.

This week on The Changelog we’re joined by Adam Wiggins, co-founder and former CTO of Heroku, for an exclusive trip down Heroku memory lane. Adam and Jerod are both tremendous fans of Heroku and believe (to this day) they represent the apex in developer experience for delivering code to production. We talk through the beginnings of Heroku, the v1 most people have forgotten about, the era of web hosting back in 2008-2010, the serendipity of Silicon Vally in those days, pitching to Y Combinator, the makings of git push heroku, the Heroku style and name, the sale of Heroku to Salesforce, potential regrets — and we tee up part 2 coming next week with Adam going beyond Heroku and the story of Muse.

Maggie Johnson-Pint from Stanza sits down with Amal & Divya for a deep-dive in to the production side of the development world. If you’re at all curious (and/or intimidated) by terms like Site Reliability Engineering (SRE), Service Level Objective (SLO), OpenTelemetry, distributed tracing, and the like… this episode’s for you!

Today we’re talking about uses for Go in the medical industry. Tim Stiles develops and maintains a Go package for synthetic biology and molecular biology called Poly. It has broad applications for biotech R&D, but also has very direct applications to medicine.

15 years ago, Gerhard discovered magic in the form of Ruby on Rails. It was intuitive and it just worked. That is the context in which Gerhard fell in love with infrastructure and operations. Today, for special episode 77, we start at Seven Shipping Principles, and, in the true spirit of Ship It, we’ll see what happens next. Our guest is David Heinemeier Hansson, creator of Ruby on Rails, co-founder of Basecamp & HEY, and a lot more - check out dhh.dk.

Recently Chris and Daniel briefly discussed the Open RAIL-M licensing and model releases on Hugging Face. In this episode, Daniel follows up on this topic based on some recent practical experience. Also included is a discussion about graph neural networks, message passing, and tweaking synthesized voices!

This week we’re doing some Linux mythbusting and talking retro gaming with Jay LaCroix from Learn Linux TV. This is a preview of what’s to come from our trip to All Things Open next week. By the way, make sure you come and check us out at booth 60. We’ll be recording podcasts, shaking hands, giving out t-shirts and stickers…and speaking of gaming, you can go head-to-head with us on Mario Kart or Rocket League on the Nintendo Switch. We’re giving that Switch away to a lucky winner at the conference, but you have to play to win. If you’re there, make sure you come see us because we want to see you.

Nick & Amelia welcome the co-authors of Tiny CSS Projects to discuss their awesome new (and still in-progress) Manning book all about CSS! Use code podjsparty20 when checking out to save 40% (good for all products in all formats!) and join the JS Party community chat for a chance to win a free ebook copy!

Mat Ryer gathers a gang of ghouls and ghosts to tell spooky developer stories! Join us to hear tales of Mat’s $1k nightmare, Dee’s infinite loop of horror, Natalie’s haunted time as a junior dev & many, many more.

In today’s episode, we talk about distroless, ko, apko, melange, musl and glibc. The context is Wolfi OS, a community Linux OS designed for the container and cloud-native era. If you are looking for the lightest possible container base image with 0 CVEs and both glibc and musl support, Wolfi OS & the related chainguard-images are worth checking out. Ariadne Conill is an Alpine Linux TSC member & Software Engineer at Chainguard.

This panel discussion was recorded at a recent event hosted by a company, Aryballe, that we previously featured on the podcast (#120). We got a chance to discuss the AI-driven technology transforming the order/fragrance industries, and we went down the rabbit hole discussing how this technology is being adopted at large, well-established companies.

Valerian Saliou’s Sonic search backend, Brandon Willett on how to build software like an SRE, DHH on why they’re leaving the cloud, Amos’ HTTP crash course nobody asked for & Sam Magura tells why he and the Spot team are breaking up with CSS-in-JS.

This week we’re talking with Will McGugan about using the terminal to not just build software, but also to deliver software. Will is a few months into his journey of building Textualize, a company he started around his open source projects Textual and Rich. When combined Textual and Rich give you a Python framework to build beautiful full-featured TUIs for the Terminal. We talk with Will about his big idea of the terminal as a platform, how he got here from first principles, what it takes to build Textual apps and whether or not they can replace not so good web admins, building, launching, and distributing Textual apps, why Python was his choiice of language, the big picture and business model behind Textualize, and why he’s building this as open source and in public.

What do Story of the Week, HeadLIES & Pro Tip Time have in common? They’re all games we play on this seriously ridiculous episode of JS Party!

In this episode, we’re joined by tech Lawyer Luis Villa to explore the question, who owns code? The company, the engineer, the team? What about when you’re using AI, Machine learning, GitHub Copilot… is that still your code?

Few genuinely need a multi-cloud setup. There is plenty of advice out there which mostly boils down to don’t do it, you will be worse off. Vex.dev is a startup that provides APIs for video and audio streaming. The hard part is real-time combined with massive scale - think hundreds of thousands of concurrent connections. They achieve this by using a combination of Fly.io, AWS and GCP. Jason Carter, founder of Vex Communications, is joining us today to talk about the multi-cloud setup that vex.dev runs.

The Open Podcast Prefix Project is a free and open source podcast prefix analytics service committed to open data and listener privacy. This hits close to home for us in a couple ways, so we invited the project’s creator, John Spurlock, Backstage to learn more about it.

People are starting to wake up to the fact that they have control and ownership over their data, and governments are moving quickly to legislate these rights. John K. Thompson has written a new book on the topic that is a must read! We talk about the new book in this episode along with how practitioners should be thinking about data exchanges, privacy, trust, and synthetic data.

We revisit our Harmonai story from last week, Jamie Tanna reviews posting his salary history publicly, Sid Sijbrandij’s new (open core) venture fund, Zed Shaw thinks Stripe is like Paypal in 2010 & Helix is a new Rust-based terminal.

Docusaurus maintainer Sébastien Lorber joins Jerod & Amal for a deep-dive on everybody’s favorite documentation generator. It’s back with a big 2.0 release, boasts some big users, and has a big set of new features such as document versioning, a plugin architecture, and more.

This week we’re talking about serverless Postgres! We’re joined by Nikita Shamgunov, co-founder and CEO of Neon. With Neon, truly serverless PostgreSQL is finally here. Neon isn’t Postgres compatible…it actually is Postgres! Neon is also open source under the Apache License 2.0. We talk about what a cloud native serverless Postgres looks like, why developers want Postgres and why of the top 5 databases only Postgres is growing (according to DB-Engines Ranking), we talk about how they separated storage and compute to offer autoscaling, branching, and bottomless storage, we also talk about their focus on DX — where they’re getting it right and where they need to improve. Neon is invite only as of the recording and release of this episode, but near the end of the show Nikita shares a few ways to get an invite and early access.

We’re once again exploring hacking in Go from the eyes of security researchers. This time, Natalie & Ian are joined by Ivan Kwiatkowski (a.k.a. Justice Rage)!

I don’t think that you can imagine just how excited Gerhard was to find out that Audi, his favourite car company, has a Kubernetes competence centre. We have Sebastian Kister joining us today to tell us why people, followed by tech make the process. The right thing to focus on is the genuine smiles that people give in response to something we do or say. That is an important SLI & SLO for reducing friction between silos. How does this impact the flow of artefacts into production systems that design & build cars?

Chris sits down with Ankur Goyal to talk about DocQuery, Impira’s new open source ML model. DocQuery lets you ask questions about semi-structured data (like invoices) and unstructured documents (like contracts) using Large Language Models (LLMs). Ankur illustrates many of the ways DocQuery can help people tame documents, and references Chris’s real life tasks as a non-profit director to demonstrate that DocQuery is indeed practical AI.

The libSQL community is forking SQLite, StabilityAI announces Haromai and Dance Diffusion, Robin Rendle doesn’t believe in sprints, Shubham Garg curates some awesome diagramming tools & Chris Pressey writes up some must-read facts about state machines.

This week we’re talking fresh, faster, and new web frameworks by way of JS Party. Yes, today’s show is a web framework sampler because a new batch of web frameworks have emerged. There’s always something new happening in the front-end world and JS Party does an amazing job of keeping us up to date. So…what’s fresh, faster, and new? The first segment of the show focuses on Deno’s Fresh new web framework. Luca Casonato joins Jerod & Feross to talk about Fresh – a next generation web framework, built for speed, reliability, and simplicity. In segment two, AngularJS creator Miško Hevery joins Jerod and KBall to talk about Qwik. He says Qwik is a fundamental rethinking of how a web application should work. And he’s attempting to convince Jerod & KBall that the implications of that are BIG. In the last segment, Amal talks with Fred Schott about Astro 1.0. They go deep on how Astro is built to pull content from anywhere and serve it fast with their next-gen island architecture. Plus there’s an 8 minute bonus for our ++ subscribers (changelog.com/++). Fred Schott explains Astro Islands and how Astro extracts your UI into smaller, isolated components on the page, and the unused JavaScript gets replaced with lightweight HTML — leading to faster loads and time-to-interactive.

Hang with Jerod, Nick & KBall while we discuss what’s new & noteworthy in the web world. Cloudflare Turnstile, Linkify 4.0, TC39 updates, the Figma acquisition, Penpot, pay transparency, and more! We might even discuss TypeScript if Nick gets his way…

Join Mat Ryer on his journey to Berlin for GopherCon EU 2022. Along the way he chats with Egon Elbre, Ale Kennedy, Ole Bulbuk, Christian Haas, Bill Kennedy & Ron Evans. Danke!

Matias Pan is a Staff Software Engineer at Lemon Cash, a crypto startup based in Argentina. Lemon infrastructure runs digital wallets & physical cards, which technically makes them a bank. How does Matias & his team think about enabling developers get code from their workstations into production? Remember, we are talking about a bank - a bad deploy is a big deal. And when a bad database migration goes out, what happens then?

Digital Ocean kicks off Hacktoberfest 2022, Divam Gupta releases DiffusionBee 1.0 with “Image To Image” support, Zeno Rocha open sources Dracula UI for React, GitX gets brought back from the brink & Prerender.io engineers save a bundle by moving off AWS. Oh, and join us at All Things Open in early November!

This week we turn the mics on ourselves, kind of. Lars Wikman joins the show to give us a guided tour through ID3 esoterica and the shiny new open source Elixir library he developed for us. We talk about what ID3 is, its many versions, what it aims to be and what it could have been, how our library project got started, all the unique features and failed dreams of the ID3v2 spec, how ID3v2 and Podcasting 2.0 are solving the problem differently, and how all of this maps back to us giving you (our listeners) a better experience while listening to our shows.

Patformatic co-founders Matteo Collina & Luca Maraschi join Amal & Chris to discuss their just-announced (and we mean just announced) open source database tool: Platformatic DB! It’s a daemon that can turn any PostgreSQL, MySQL, MariaDB, or SQLite database into a REST and GraphQL endpoint. What makes it special is that it allows massive customization thanks to the flexibility of Fastify plugins.

We did an episode on functional programming in Go with Aaron Schlesinger back in 2019… But that was before generics were a thing. Let’s revisit the topic and discuss the pros and cons now that we have generics. What’s changed? What hasn’t?

One of our listeners, Andrew Welker, suggested that we talk about Klustered, so a few hours before David Flanagan was about to do his workshop at Container Days, we recorded this episode. We talked about all the weird and wonderful Kubernetes debugging sessions on Klustered, a YouTube playlist with 43 videos and counting. We then talked about Rawkode Academy, and we finished with conferences. Good thing we did, because David almost forgot about KubeHuddle, the conference that he is co-organising next week. Gerhard is looking forward to talking at it! No, seriously, check it out at kubehuddle.com.

It’s one thing to gather some labels for your data. It’s another thing to integrate data labeling into your workflows and infrastructure in a scalable, secure, and useful way. Mark from Xelex joins us to talk through some of what he has learned after helping companies scale their data annotation efforts. We get into workflow management, labeling instructions, team dynamics, and quality assessment. This is a super practical episode!

Mozilla says Firefox will continue to support current content blockers, Nabeel Sulieman thinks NATS is great and recommends you check it out, InfoQ breaks down Uber’s recent security breach, Klemen Sever explained OAuth2 by drawing cute shapes & Jorge Manrubia reflects back as an aging programmer.

This week we’re talking about product development structures as systems with Lucas da Costa. The last time we had Lucas on the show he was living the text-mode only life, and now we’re more than 3 years later, Lucas has doubled down on all things text mode. Today’s conversation with Lucas maps several ideas he’s shared recently on his blog. We talk about deadlines being pointless, trajectory vs roadmap and the downfall of long-term planning, the practices of daily stand-ups and what to do instead, measuring queues not cycle time, and probably the most controversial of them all — actually talking to your customers. Have you heard? It’s this newly disruptive Agile framework that seems to be working well.

We’re back with another spicy YepNope debate! This time, Amelia and KBall are arguing that there’s real value to (continue) using React in 2022, while Amal and special guest (and author of the post which stemmed the whole debate) Josh Collinsworth argue that React’s time leading innovation has passed. Of course, the stance each panelist is taking is assigned ahead of time. Is that how they really feel? Tune in and find out!

In this episode, we will be exploring interviewing as a Software Engineer. Tips, tricks, and gotchas, as well as potentially some interviewing horror stories and red flags to avoid at all costs. We’re joined by Emma Draper, Engineering Manager at the New York Times based in Arizona, and Kate Jonas, goes by Jonas, Technical Enablement Manager at Datadog based in Denver.

Dave Farley, co-author of Continuous Delivery, is back to talk about his latest book, Modern Software Engineering, a Top 3 Software Engineering best seller on Amazon UK this September. Shipping good software starts with you giving yourself permission to do a good job. It continues with a healthy curiosity, admitting that you don’t know, and running many experiments, safely, without blowing everything up. And then there is scope creep…

WeightWatcher, created by Charles Martin, is an open source diagnostic tool for analyzing Neural Networks without training or even test data! Charles joins us in this episode to discuss the tool and how it fills certain gaps in current model evaluation workflows. Along the way, we discuss statistical methods from physics and a variety of practical ways to modify your training runs.

Andreas Kling’s new cross-platform browser project, Dan Hollick’s nerdy deep-dive on QR code tech, Stephan Dilly’s Rust-based terminal UI for Git, Miłosz Piechocki’s opinion on junior vs senior engineers & Divam Gupta’s Tensorflow port of Stable Diffusion.

This week on The Changelog we’re talking about Stable Diffusion, DALL-E, and the impact of AI generated art. We invited our good friend Simon Willison on the show today because he wrote a very thorough blog post titled, “Stable Diffusion is a really big deal.” You may know Simon from his extensive contributions to open source software. Simon is a co-creator of the Django Web framework (which we don’t talk about at all on this show), he’s the creator of Datasette, a multi-tool for exploring and publishing data (which we do talk about on this show)…most of all Simon is a very insightful thinker, which he puts on display here on this episode. We talk from all the angles of this topic, the technical, the innovation, the future and possibilities, the ethical and the moral – we get into it all. The question is, will this era be known as the initial push back to the machine?

Austin Gil joins the show and KBall continues an old email correspondence about the JS community and growth. Then, the gang plays a round of TIL where Austin shares his learnings about the HTML capture attribute. Finally, Austin shares what it’s like to have a blog post blow up.

Inbal Cohen, Product expert and Agile evangelist, joins Natalie & Angelica for a conversation about all things Agile. Inbal lays out some agile tips for Go devs, discusses if and how remote work changes things, describes some downsides of the methodology, and more.

In today’s Kaizen episode, we talk about shipping Adam’s Christmas present: chapter support for all Changelog episodes that we now publish. This feature was hard because there are many subtle differences in how the ID3 spec is implemented. Of course, once the PR shipped, there were other issues to solve, including an upgrade the world kind of scenario. Since Lars Wikman did all the heavy ID3 lifting, he joins us in this episode.

The new stable diffusion model is everywhere! Of course you can use this model to quickly and easily create amazing, dream-like images to post on twitter, reddit, discord, etc., but this technology is also poised to be used in very pragmatic ways across industry. In this episode, Chris and Daniel take a deep dive into all things stable diffusion. They discuss the motivations for the work, the model architecture, and the differences between this model and other related releases (e.g., DALL·E 2). (Image from stability.ai)

Jacob Kaplan-Moss writes up a hot take on software quality, Wilfred Hughes creates the diff tool he’s always wanted, Josh Collinsworth thinks React is only great at being popular, Jetpack’s Devbox project looks pretty cool & James Williams sets out to find the shortest URLs on the internet. Oh, and chapters are here!

This week we’re joined by Jason Bosco, co-founder and CEO of Typesense — the open source Algolia alternative and the easier to use ElasticSearch alternative. For years we’ve used Algolia as our search engine, so we come to this conversation with skin in the game and the scars to prove it. Jason shared how he and his co-founder got started on Typesense, why and how they are “all in” on open source, the options and the paths developers can take to add search to their project, how Typesense compares to ElasticSearch and Algolia, he walks us through getting started, the story of Typesense Cloud, and why they have resisted Venture Capital.

Jerod, KBall & Nick “Holla!” at React India, share what we’re excited about these days, and then take up a KBall topic that goes off the rails but manages to climb back on them, power through, and end up in a good place.

Egon Elbre and Roger Peppe join Mat for a conversation all about bloat (and how to avoid it). Expect talk of code bloat, binary bloat, feature bloat, and an even-more-bloated-than-usual unpopular opinion segment.

Maybe it’s the Californian sun. Or perhaps it’s the time spent at Disney Studios, the home of the best stories. One thing is for sure: Taylor Dolezal is one of the happiest cloud native people that Gerhard knows. As a former Lead SRE for Disney Studios, Taylor has significant hands-on experience running cloud native technologies in a large company. After a few years as a HashiCorp Developer Advocate, Taylor is now Head of End User Ecosystem at CNCF. In his current role, he is helping enable cloud native success for end-users like Boeing, Mercedes Benz & many others.

AI is increasingly being applied in creative and artistic ways, especially with recent tools integrating models like Stable Diffusion. This is making some artists mad. How should we be thinking about these trends more generally, and how can we as practitioners release and license models anticipating human impacts? We explore this along with other topics (like AI models detecting swimming pools 😊) in this fully connected episode.

Martin Heinz thinks you should be using Python’s walrus operator, you probably believe some falsehoods about email, Carlos Fenollosa threw in the towel after self-hosting his email for 23 years & Leon is an open source personal assistant that can live on your server.

This week we’re sharing the most popular episode of Go Time from last year — Go Time #196. We believe this episode was the most popular because it’s all about building actually maintainable software and what goes into that. Kris Brandow is joined by Johnny Boursiquot, Ian Lopshire, and Sam Boyer. There’s lots of hot takes, disagreements, and unpopular opinions. This is part two of a three part mini-series led by Kris on maintenance. Make sure you check out Go Time #195 and Go Time #202 to continue the series.

Dr. Gleb Bahmutov returns to the party for a wide-ranging discussion on open source, end-to-end testing, Cypress, and more. Amal, Divya & Chris host.

Ever wondered how GopherCon came to be, and how it’s put together every year. In this show we will be chatted with Erik St. Martin, who has been there from the start about how GopherCon came to be, how this year’s conference came together, as well as why events like GopherCon as so great! We are joined by Erik St. Martin, GopherCon Organizer and Co-Author Go in Action.

Most of you already know what it’s like to work in a startup or a small company. A few of you have been asking us for conversations with engineers that work for big companies, the kind that run everything from big title games to banking, and even critical national infrastructure. In today’s episode, we talk to Ganeshkumar, a Software Engineer in the Azure Kubernetes Service team, who works on Node Lifecycle and Kubernetes Versioning, and Brendan, Kubernetes project co-founder and engineering Corporate Vice President of Microsoft Azure OSS and Cloud-native Compute. We talk about what it’s like to work for Microsoft, how mentoring works in practice, and what Kubernetes, Omega, & Borg have to do with it all.

In this Fully-Connected episode, Daniel and Chris discuss concerns of privacy in the face of ever-improving AI / ML technologies. Evaluating AI’s impact on privacy from various angles, they note that ethical AI practitioners and data scientists have an enormous burden, given that much of the general population may not understand the implications of the data privacy decisions of everyday life. This intentionally thought-provoking conversation advocates consideration and action from each listener when it comes to evaluating how their own activities either protect or violate the privacy of those whom they impact.

Qalculate has a command-line interface, Michael Eischer adds compression to Restic, Emery Berger warns his fellow CS professors about Copilot, and Heroku GM Bob Wise details Heroku’s next chapter (which excludes free accounts).

This week we’re talking with Alex MacCaw — he’s well known for his work as founder and CEO of Clearbit. In May of 2021, Alex shared a personal update with the world on his blog. After much reflection, he decided to step down as CEO of Clearbit to go back to his roots. In his words, “I love the early stages of company building. Hacking together code, setting up the Stripe account, getting the first customer. That’s my jam.” We talk with Alex about this portion of his journey at Clearbit, the Catamaran he bought in South Africa and then sailed across the Atlantic Ocean, and the new thing he’s building called Reflect that let’s you keep track of your notes, books, and meetings.

Tejas Kumar joins Jerod & KBall for a wide-ranging convo about React Suspense, human skills, and the four pillars of impact for web engineers. We also discuss the news in “Story of the Week” and give a few quick shout outs to a must-read book and a great new publishing platform for lead devs. Join Tejas at React Brussels on October 14, 2022! Get 30% off your ticket when you use code JSPARTYTIME at checkout and follow @JSPartyFM on Twitter for giveaway details.

In this episode, we’ll be further exploring PRs. Check out The art of the PR: Part 1 if you haven’t yet. What is it that makes a PR a good PR? How do you consider PRs in an open source repo? How do you vet contributions from people who aren’t a part of the repository? How does giving feedback and encouragement fit in to the PR process? We’ll be debating the details, and trying to help our fellow gophers perfect the art of the PR. We are joined by the awesome Anderson Queiroz, hosted by Natalie Pistunovich & Angelica Hill.

A few weeks ago, Jerod spoke with Liz Rice about the power of eBPF on The Changelog. Today, we have the pleasure of both Liz Rice, Chief Open Source Office at Isovalent & Thomas Graf, CTO & co-founder at Isovalent, the creators of Cilium. Around 2014, Facebook achieved a 10x performance improvement by replacing their traditional load balancers with eBPF. In 2017, every single packet that went to Facebook was processed by eBPF. Nowadays, every Android phone is using it. Truth be told, if it’s network-related and it matters, eBPF is most likely a part of it.

Differentiating between what is real versus what is fake on the internet can be challenging. Historically, AI deepfakes have only added to the confusion and chaos, but when labeled and intended for good, deepfakes can be extremely helpful. But with all of the misinformation surrounding deepfakes, it can be hard to see the benefits they bring. Lior Hakim, CTO at Hour One, joins Chris and Daniel to shed some light on the practical uses of deepfakes. He addresses the AI technology behind deepfakes, how to make positive use of deep fakes such as breaking down communications barriers, and shares how Hour One specializes in the development of virtual humans for use in professional video communications.

Carlos Alexandro Becker shared some SSH tips, Sakun Acharige (a Comp Sci student + visual design enthusiast) created System.css, Felix Krause built a browser app that shows the JavaScript commands being executed by iOS app in-app browers, Yan Zhulanow decided to create Marta, and Lőrik Levente did a comparrison between Tauri & Electron using a real world application he’s building called Authme.

This week we’re re-broadcasting a very special episode of Founders Talk. Adam was invited by our friends at Square to host a fireside chat with Jack Dorsey as the featured finale of their annual developer conference called Square Unboxed. Jack is one of the most prolific CEOs out there. He’s a hacker turned CEO, often working at the very edge of what’s to come. He’s focused on what the future has to offer and an innovator at scale. He’s also a Bitcoin maximalist and has positioned himself and Block long on Bitcoin.

Struggling through the tech job interview process? We feel you! On this episode, Amal, Nick & Amelia get together to discuss the various ways the interview process disappoints, share their own interview stories, and suggest ways we can improve the process for everyone.

In this episode, we will be exploring PRs. What makes a good PR? How do you give the best PR review? Is there such thing as too small, or big of a PR? We’ll be debating the details, and trying to help our fellow gophers perfect the art of the PR. We are joined by three wonderful guests Jeff Hernandez, Sarah Duncan, and Natasha Dykes. Hosted by Angelica Hill & Natalie Pistunovich.

Why are the right values important for a company that changed the way the world builds software? How does pair programming help scale & maintain the company culture? What is it like to grow a company to 3000 employees over 30 years? Today we have the privilege of Rob Mee, former CEO of Pivotal, the real home of Cloud Foundry and Concourse CI. Rob is now the CEO of Geometer.io, an incubator where Elixir is behind many great ideas executed well, including the US COVID response programme.

Daniel and Chris cover the AI news of the day in this wide-ranging discussion. They start with Truss from Baseten while addressing how to categorize AI infrastructure and tools. Then they move on to transformers (again!), and somehow arrive at an AI pilot model from CMU that can navigate crowded airspace (much to Chris’s delight).

Lucas F. Costa on why your daily stand-ups don’t work and host to fix them, Mahdi Yusuf deeply explains Redis, the Deno team announces some big changes coming, DevDash is a highly configurable terminal dashboard for developers and creators & Brett Cannon determines what is a Minimum Viable Python (MVPy).

eBPF is a revolutionary kernel technology that has lit the cloud native world on fire. If you’re going to have one person explain the excitement, that person would be Liz Rice. Liz is the COSO at Isovalent, creators of the open source Cilium project and pioneers of eBPF tech. On this episode Liz tells Jerod all about the power of eBPF, where it came from, what kind of new applications its enabling, and who is building the next generation of networking, security, and observability tools with it.

Astro 1.0 just dropped so Amal got its creator, Fred K. Schott, on the pod for the full rundown. They go deep on how Astro is built to pull content from anywhere and serve it fast with their next-gen island architecture.

Baruch Sadogursky (Chief Sticker Officer at JFrog) joins Natalie & Johnny to lament the current state of dependency management in Go and other languages. They discuss the problems dependency managers face, possible technical mitigations like SBOMs, people problems that will never be solved by tech, and take questions from listeners in the #gotimefm channel of Gophers Slack.

Tammer Saleh, founder of Super Orbital, a tiny team of exceptional Kubernetes engineers and teachers, is joining us today to talk about what is cool in the Cloud Native world. Yes, it’s the same Tammer that we had the pleasure of on shipit.show/31 - Is Kubernetes a platform? In today’s episode, we also cover two great blog posts: Zero to GitOps: Terraform and the AWS EKS Blueprints project by Sean Kane Hunting Down an Intermittent Failure in Cilium by James McShane We wrap up with ✨ The Cool Wall of Cloud Native ✨

AlphaFold is an AI system developed by DeepMind that predicts a protein’s 3D structure from its amino acid sequence. It regularly achieves accuracy competitive with experiment, and is accelerating research in nearly every field of biology. Daniel and Chris delve into protein folding, and explore the implications of this revolutionary and hugely impactful application of AI.

We add episode chapters to the website, KubeSail sells a PiBox, Nima Badizadegan wants you to use one big server, Gergeloy Orosz details oncall compensation across the software industry, Greg Kogan isn’t impressed with how swamped you are at work, a dashboard template built on Bootstrap & Charm releases a CLI tool for shell scripts.

Episode 500!!! And it has been a journey! Nearly 13 years ago we started this podcast and as of today (this episode) we’ve officially shipped our 500th episode. As a companion to this episode, Jerod and Adam shipped a special Backstage episode where they reflect on 500 episodes. And…not only has it been a journey for us, but it’s also been a journey for our good friend Chris Coyier and CSS-Tricks — which he grew from his personal blog to a massively popular contributor driven model, complete with an editor-in-chief, a wide array of influential contributors, and advertisers to help fund the way. The news, of course, is that CSS-Tricks was recently acquired by DigitalOcean in March of 2022. We get into all the details of this deal, his journey, and the legacy of CSS-Tricks.

AngularJS creator Miško Hevery has a new web framework he wants to tell us about, but he’s not pitching just another framework, but with different DX. He says that Qwik is a fundamental rethinking of how a web application should work. And he’s here to convince Jerod & KBall that the implications of that are BIG.

This is Adam and Jerod’s pre-show call before hooking up with Chris Coyier to record episode 500 of The Changelog. We’ve been doing these off and on for awhile now. We hang out for 30ish minutes before the show begins and ship that conversation as a bonus for our Changelog++ members. We’re doing this one different. You don’t hit a round number like this very often. So, here it is. A standalone Backstage episode. Thanks for listening and here’s to the next 500! 🥂

Our today’s guest spent 4 days building a feature for his side project so that we could ship it together on Ship It!, while recording. The feature is called rave mode, and the context is Bass, an interpreted functional scripting language written in Go, riffing on the ideas of Kernel & Clojure. When the local build runs, you can now press r to synchronise the beats of your currently playing Spotify track with the build output. For a demo, see bass v0.9.0 release. Please welcome Alex Suraci, a.k.a. vito, the creator of Concourse CI and Bass. This episode is dedicated to the late John Shutt, the creator of Kernel. Your ideas continue in Bass. Thank you for getting them out into the world.

Our award winning worthy survey game show is back, this time Mat Ryer hosts it live on stage at GopherCon Europe 2022! Go Time’s Natalie Pistunovich joins forces with Ronna Steinberg & Robert Burke to battle it out with V Körbes, Tamir Bahar & Konrad Richie. Let’s see who can better guess what the GopherCon Europe gophers had to say!

Every year Mozilla releases an Internet Health Report that combines research and stories exploring what it means for the internet to be healthy. This year’s report is focused on AI. In this episode, Solana and Bridget from Mozilla join us to discuss the power dynamics of AI and the current state of AI worldwide. They highlight concerning trends in the application of this transformational technology along with positive signs of change.

Oleksii Trekhleb has a new drawing app, Zach Leatherman did some markdown generator speed tests, Jorge Fioranelli built a framework for Engineering Managers, Crockford got interviewed on Evrone & Daniel Sieger wrote up his clean coding advice.

This week we’re joined again by Ben Ubois and we’re talking about RSS. Yes, RSS…the tech that never seems to die and yet so many of us rely on it daily. Ben is the creator of Feedbin, which is self-described as “a nice place to read on the web.” Ben is also the maker of a new app on iOS for people who like podcasts. It’s called Airshow and you can download it at airshow.fm. Ben catches us up on the state of Feedbin, we discuss the nine lives of RSS and its foundational utility for the indie web, the possibilities and short-comings of RSS, we get deep in the weeds on the Podcast 2.0 spec and the work being done on , and Ben also shares the details on his new app called Airshow.

KBall and Juri dive deep into monorepos, their benefits and gotchas, and how Nx helps you improve the performance and maintainability of a monorepo setup.

Go 1.18 was a major release where we saw the introduction of generics into the language as well as other notables such as fuzzing and workspaces. With Go 1.19 slated to come out next month, one has to wonder what’s next. Are we in store to be blown away by new and major features like we saw in 1.18? Not exactly but there are still lots of improvements to be on the lookout for. Joining Mat & Johnny to touch on some of the most interesting ones is Carl Johnson, himself a contributor to the 1.19 release.

We know that many of you listen to this podcast while running 🏃‍♀️ or cycling 🚴‍♂️ Hey Dan! How many of you cycled to a conference? Gerhard knows a single person that cycled 764 miles for 8 days straight from Switzerland to Spain for this year’s KubeCon EU. His name is Johann Gyger, a CNCF ambassador & a cloud consultant at Peak Scale. Johann is a cloud engineer at heart that is all in on sustainability. He is the main reason why Gerhard is super excited to talk about electric cars & Dagger at the Swiss Cloud Native Day this September.

In this Fully-Connected episode, Chris and Daniel explore the geopolitics, economics, and power-brokering of artificial intelligence. What does control of AI mean for nations, corporations, and universities? What does control or access to AI mean for conflict and autonomy? The world is changing rapidly, and the rate of change is accelerating. Daniel and Chris look behind the curtain in the halls of power.

Brandur thinks soft deletion probably isn’t worth it, the orange website delivers a high quality discussion on data structures, Podge O’Brien drops satirical management advice, team pico delivers prose.sh, Mat Ryer shares his thoughts on estimations & Matt Rickard’s thoughts on RSS have us thinking about it as well.

This week we’re joined by On Freund, former VP of Engineering at WeWork and now co-founder & CEO of Wilco. WeWork you may have heard of, but Wilco maybe not (yet). We get into the details behind the tech and scaling of WeWork, comparisons of the fictional series on Apple TV+ called WeCrashed and how much of that is true. Then we move on to Wilco which is what has On’s full attention right now. Wilco has the potential to be the next big thing for developers to acquire new skills. Wilco aims to be the ultimate simulator to gain new skills on a real-life tech stack. If you want to skip ahead, you can request access at trywilco.com/changelog — they are moving our listeners to the top of the waiting list.

What’s this? A Frontend Feud! The ShopTalk guys return to defend their championship over Syntax against new contenders: Una and Adam from The CSS Podcast!

How do beginners learn Go? This episode is meant to engage both non-Go users that listen to sister podcasts here on Changelog, or any Go-curious programmers out there, as well as encourage those that have started to learn Go and want to level up beyond the basics. On this episode we’re aiming to answer questions about how to learn Go, identify resources that are available, and where you can go to continue your learning journey.

Gerhard’s transition to a senior engineer started 10 years ago, when he embraced the vim mindset, functional core & imperative shell, and was inspired to seek simplicity in his code & infrastructure. Most of it can be traced back to one person: Gary Bernhardt, the creator of Execute Program, Destroy all Software and the now famous Wat idea. Few stick around long enough to understand the long-term impact of their decisions on production systems. Even fewer are able to talk about them as well as Gary does.

In this Fully-Connected episode, Daniel and Chris explore DALL-E 2, the amazing new model from Open AI that generates incredibly detailed novel images from text captions for a wide range of concepts expressible in natural language. Along the way, they acknowledge that some folks in the larger AI community are suggesting that sophisticated models may be approaching sentience, but together they pour cold water on that notion. But they can’t seem to get away from DALL-E’s images of raccoons in space, and of course, who would want to?

This week Adam is taking the show off the beaten path to speak with Adam Miller, the founder and CEO of Revel Bikes. Yes that’s right, this episode features a founder of a bike brand, not a tech brand. Adam Miller’s journey to create Revel Bikes is paved with many ups and many downs, a failed partnership, super scrappy weeks and months traveling the world to find the best manufacturing partners, the latest innovations in suspension tech and modern geometry to hit the mountain biking scene, a strong team that’s been with him every step of the way (many of which are as close as family), and truly some of the best premium bikes available on the market today. BTW, Adam (host) is an owner of a Revel bike — he has a T1000 colorway Rascal that he’s ridden on downhill trails, all-day epics, and everything in-between. If you enjoy this episode, please us know in the comments.

Anthony Hobday has 37 ways to spice up your designs, James Bennett has opinions on open source and PyPi security, Alicia Sykes compiled some awesome security/privacy options, ContextKeeper layouts out the real price of context switching, and Nick Nisi tells us all about jqq. Bam! Bam! Bam!

This week we’re talking with Daniel Thompson about Tauri and their journey to their recent 1.0 release. Tauri is often compared to Electron - it’s a toolkit that lets you build software for all major desktop operating systems using web technologies. It was built for the security-focused, privacy-respecting, and environmentally-conscious software engineering community. The core libraries are written in Rust and the UI layer can be written using virtually any frontend framework. We get into all the details, why Rust, how the project was formed, their resistance (thus far) to venture capital, their full commitment to the freedom virtues of open source, and all the technical bits you need to know to consider it for your next multi-platform project.

Deno team member Luca Casonato joins Jerod & Feross to tell us about Fresh – a next generation web framework, built for speed, reliability, and simplicity.

This week Adam is joined by Robert Ross founder and CEO of FireHydrant — the glue layer between your tech stack and your teams to mitigate and resolve incidents at scale. Robert shares his journey to become a software engineer, his time at DigitalOcean, this idea of incident management as a platform and how he shifted his focus from creating courses on incident management to recognizing the value of the software he was creating for the course — what is now known as FireHydrant. We also talk through his first experience in raising capital, what happens when the bar is raised on the reliability of the world’s software, and why their mantra is “Hire great people, who build, sell and market a great product, and you’ll have a great company.”

A conversation with Ronna Steinberg, who was an OOP developer for many years, and now is a Go Google Developer Expert. Ronna has been thinking about Go and OOP for awhile, asking herself whether or not Go is an object oriented programming language. Tune in to find out her answer and hear some of the options gophers have for object oriented design.

Today we talk with two lovely folks from Transistor.fm: Jason Pearl, Senior Software Developer & Jon Buda, co-founder. Gerhard was curious to find out about their setup & how did it change with the launch of the new podcast website builder. After all, you have been hearing us talk about our setup for years, so it was high-time to challenge some assumptions and learn how another team is solving similar problems. TL;DL: keeping it simple is at the root of smooth operations & stable systems.

Coqui is a speech technology startup that making huge waves in terms of their contributions to open source speech technology, open access models and data, and compelling voice cloning functionality. Josh Meyer from Coqui joins us in this episode to discuss cloning voices that have emotion, fostering open source, and how creators are using AI tech.

Jarred Sumner’s Bun comes out of the oven, Jeremy Brown doesn’t want you prematurely optimizing, Armin Ronacher’s not excited about his “critical” Python package, Daniel Thompson from Tauri thinks you should check out Rustlings, and we draw a straight line between Functional Programming jargon and boujee Gen Z slang.

Today we have a special treat: Bryan Cantrill, co-founder and CTO of Oxide Computer! You may know Bryan from his work on DTrace. He worked at Sun for many years, then Oracle, and finally Joyent before starting Oxide. We dig deep into their company’s mission/principles/values, hear how it it all started with a VC’s blank check that turned out to be anything but, and learn how Oxide’s integrated approach to hardware & software sets them up to compete with the established players by building servers as they should be.

OSS developer Jessica Sachs joins Jerod & Kball to discuss re-launching and maintaining Faker.js after it was abandoned last January, Component Driven Development & Neopets!

In our 6th Kaizen, we talk with Jerod about all the things that we cleaned up after migrating changelog.com from a managed Kubernetes to Fly.io. We deleted the K8s cluster and moved wildcard cert management to Fastly & all our vanity domain certs to Fly.io. We migrated the Docker Engine that our GitHub Actions is using - PR #416 has all the details. We did a few other things in preparation for our secrets plan. Thank you Maikel Vlasman, James Harr, Adrian Mester, Omri Gabay & Owen Valentine for kicking it off in our Slack #shipit channel. Gerhard’s favourite improvement: the new shipit.show domain.

We’re talking about the tools we use every day help us to be productive! This show will be a great introduction for those new to Go tooling, with some discussion around what we think of them after using some of them for many years.

We’re listening! This week’s experimental, super-brief Monday edition of “The Changelog” has the following new features: It’s longer, there’s no background music during the stories, and it includes stories previously not featured in the newsletter. If you like this better than the last one, would listen to it, and want us to keep it going… let us know in the comments or by tweeting @changelog!

Adam and Jerod are joined once again by James Long. He was on the podcast five years ago discussing the surprise success of Prettier, an opinionated code formatter that’s still in use to this day. This time around we’re going deep on Actual, his personal finance system James built as a business for over 4 years before recently opening it up and making it 100% free. Has James given up on the business? Or will this move Actual(ly) breathe new life into a piece of software that’s used and beloved by many? Tune in to find out.

Jerod, Nick & Ali partake in a few rounds of Story of the Week, TIL, and I’m Excited about $X. Oh, and is TypeScript the new Java? Nick responds and emotes all over the place! 😆

A deep discussion on that tension between development speed and software quality. What is velocity? How does it differ from speed? How do we measure it? How do we optimize it?

Ben Johnson, the creator of Litestream, joined Fly.io a few weeks after we migrated changelog.com - episode 50 has all the details. That was pure coincidence. What was not a coincidence, is Gerhard jumping at the opportunity to talk to Ben about Postgres vs SQLite with Litestream. The prospect of running a cluster of our app instances spread across all regions, with local SQLite & Litestream replication, is mind boggling. Let’s find out from Ben what will it take to get there. Thanks Kürt for kicking off this dream.

Drausin Wulsin, Director of ML at Immunai, joins Daniel & Chris to talk about the role of AI in immunotherapy, and why it is proving to be the foremost approach in fighting cancer, autoimmune disease, and infectious diseases. The large amount of high dimensional biological data that is available today, combined with advanced machine learning techniques, creates unique opportunities to push the boundaries of what is possible in biology. To that end, Immunai has built the largest immune database called AMICA that contains tens of millions of cells. The company uses cutting-edge transfer learning techniques to transfer knowledge across different cell types, studies, and even species.

We’re experimenting with something new: a super-brief Monday edition of “The Changelog” to help start your week off right and keep you up with the fast-moving software world. If you like this, would listen to it, and want us to keep it going… let us know in the comments or by tweeting @changelog. If you’d rather we didn’t… also let us know!

Nick went to Amsterdam for JSNation & React Summit 2022 and he joins Jerod to report on all the goodness! He also sits down with two special guests involved with the confs to talk Jest Preview and GraphQL Cache

Adam and Jerod are joined by Ken Kantzer, co-founder of PKC Security. Ken and his team performed upwards of 20 code audits on well-funded startups. Now that it’s 7 or 8 years later, he wrote up 16 surprising observations and things he learned looking back at the experience. We gotta discuss ’em all!

The year is 2053. The tabs-vs-spaces wars are long over. Ron Evans is the only Go programmer still alive on Earth. All he does is maintain old Go code. It’s terrible! He must find a way to warn his fellow gophers before it’s too late. Good thing he finally got that PDQ transmission system working…

Rob Barnes (a.k.a. Devops Rob) and Rosemary Wang (author of Infrastructure as Code - Patterns & Practices) are joining us today to talk about infrastructure secrets. What do Rosemary and Rob think about committing encrypted secrets into a repository? How do they suggest that we improve on storing secrets in LastPass? And if we were to choose HashiCorp Vault, what do we need to know? Thank you Thomas Eckert for the intro. Thank you Nabeel Sulieman (ep. 46) & Kelsey Hightower (ep. 44) for your gentle nudges towards improving our infra secrets management.

While scaling up machine learning at Instacart, Montana Low and Lev Kokotov discovered just how much you can do with the Postgres database. They are building on that work with PostgresML, an extension to the database that lets you train and deploy models to make online predictions using only SQL. This is super practical discussion that you don’t want to miss!

This week Lee Robinson joins us to talk about his journey as a DevRel. We talk about what it means to be a DevRel, what orgs they fall under, how he runs his team at Vercel, Lee’s three pillars of DevRel: education, community, and product, we compare the old days of DevRel vs now, and of course what makes a DevRel a good DevRel.

Today we are talking with Frederic Branczyk, founder of Polar Signals & Prometheus maintainer. You may remember Frederic from episode 33 when we introduced Parca.dev. This time, we talk about a database built for observability: FrostDB, formerly known as ArcticDB. eBPF generates a lot of high cardinality data, which requires a new approach to writing, persisting & then reading back this state. TL;DR FrostDB is sub zero cool & well worthy of its name.

Josh Goldberg joins Nick, Chris & a very nasally-sounding KBall for a fun conversation around TypeScript ESLint. They discuss why we need ESLint when we have TypeScript, some useful rules in typescript-eslint, how it works, and a few hot takes along the way!

This week we’re featuring an episode of Grafana’s Big Tent! LEGO Group principal engineer Nayana Shetty swaps observability survival stories (to drill or not to drill?) with hosts Mat Ryer and Matt Toback. The trio also reveals new and different observability strategies that have been successful and effective in their organizations. Plus: Nayana shares how she built her successful observability career brick by brick.

Could we create a digital human that processes data in a variety of modalities and detects emotions? Well, that’s exactly what NTT DATA Services is trying to do, and, in this episode, Theresa Kushner joins us to talk about their motivations, use cases, current systems, progress, and related ethical issues.

This week Jesse Grosjean joins us to talk about his career as a solo indie Mac dev. Since 2004 Jesse has been building Mac apps under the company name Hog Bay Software producing hits such as WriteRoom, Taskpaper, and now Bike. We talk through the evolution of his apps, how he considers new features and improvements, why he chose and continues to choose the Mac platform, his business model and pricing for his apps, and what it takes to build his business around macOS and the driving force of the App Store.

KBall, Ali & Nick explore a new type of segment: “WTFJS” talking about wild and wooly “it’s not a bug it’s a feature” examples in the JavaScript language. They also dive into code maintainability, and end by discussing the whiplash shift in the tech industry from “hottest market for engineers in history” to “oh noes everything is stopping!”

We’re trying something new this week: discussing the news! Natalie, Kris & Ian weigh in on GopherCon’s move to Chicago, Google DDoSing SourceHut, reflections on Go’s success, and a new/old proposal for anonymous function syntax.

Today we are talking with Maikel Vlasman, technical lead for a large Dutch machine construction company, and a cloud engineer by heart. We cover self-updating GitLab & ArgoCD, Maikel’s thinking behind dev environment setup and a Kubernetes workshop that he is preparing for his team. The goal is to function as a true DevOps team with shared responsibilities. This conversation started as a thread in our community Slack - link in the show notes. Thank you Maikel for being a long-time Changelog listener and for reaching out to us - we enjoyed telling this story.

In this “fully connected” episode of the podcast, we catch up on some recent developments in the AI world, including a new model from DeepMind called Gato. This generalist model can play video games, caption images, respond to chat messages, control robot arms, and much more. We also discuss the use of AI in the entertainment industry (e.g., in new Top Gun movie).

Adam was invited by our friends at Square to interview Jack Dorsey as part of their annual developer conference called Square Unboxed. Jack Dorsey is one of the most prolific CEOs out there — he’s a hacker turned CEO and is often working at the very edge of what’s to come (at scale). Jack is focused on what the future has to offer, he’s considered an innovator by many. He’s also a Bitcoin maximalist and has positioned himself and Block long on Bitcoin. What you’re about to hear is the fireside chat Adam had with Jack at Square Unboxed 2022. Jack and Adam discuss the vision Square has for the developer platform and why it’s so central to the company’s strategy.

Ali & Divya recorded seven (!) awesome conversations all about Remix and the web ecosystem live on-stage at the first-ever Remix Conf after-party!

During a conversation in the #gotime channel of Gopher Slack, Jerod mentioned that some people paint with a blank canvas while others paint by numbers. In this 8th episode of the maintenance series, we’re talking about maintaining our knowledge. With Jerod’s analogy and a little help from a Leslie Lamport interview, our panel discusses the myth of incremental progress.

Today we are talking how to optimise sociotechnical systems with Ben Ford, founder & CEO of Mission Control. The correct order is: people, process & technology. The tools are important, and we talk about specific ones in the second half of this episode, but there are rules and principles that govern how people interact, and we need to start there.

Hugging Face is increasingly becomes the “hub” of AI innovation. In this episode, Merve Noyan joins us to dive into this hub in more detail. We discuss automation around model cards, reproducibility, and the new community features. If you are wanting to engage with the wider AI community, this is the show for you!

Nick and Chris welcome back Mik and Bret to discuss logging and error handling in Node and JavaScript and the subtleties and intricacies that extend far beyond console.log!

This week we’re peeking into the future again — this time we’re looking at the future of modern code review and workflows around pull requests. Jerod and Adam were joined by two of the co-founders of Graphite — Tomas Reimers and Greg Foster. Graphite is an open-source CLI and code review dashboard built for engineers who want to write and review smaller pull requests, stay unblocked, and ship faster. We cover all the details – how they got started, how this product emerged from another idea they were working on, the state of adoption, why stacking changes is the way of the future, how it’s just Git under the hood, and what they’re doing with the $20M in funding they just got from a16z.

The Berlin tech ecosystem was all about PHP/Python for a long time. In the recent years it became a tech hub and an early adopter of Go. In this conversation we’ll see how this reflects in the 10+ years old Go meetup, with the meetup organizing team.

This is the post-KubeCon CloudNativeCon EU 2022 week. Gerhard is talking to Matt Moore, founder & CTO of Chainguard about all things Knative and Sigstore. The most important topic is swag, because none has better stickers than Chainguard. The other topic is the equivalent of Let’s Encrypt for securing software.

This week we’re talking with Bruce Schneier — cryptographer, computer security professional, privacy specialist, and writer (of many books). He calls himself a “public-interest technologist”, a term he coined himself, and works at the intersection of security, technology, and people. Bruce has been writing about security issues on his blog since 2004, his monthly newsletter has been going since 1998, he’s a fellow and lecturer at Harvard’s Kennedy School, a board member of the EFF, and the Chief of Security Architecture at Inrupt. Long story short, Bruce has credentials to back up his opinions and on today’s show we dig into the state of cyber-security, security and privacy best practices, his thoughts on Bitcoin (and other crypto-currencies), Tim Berners-Lee’s Solid project, and of course we asked Bruce to share his advice for today’s developers building the software systems of tomorrow.

Today we are at KubeCon CloudNativeCon EU 2022, talking to Adolfo García Veytia about securing Kubernetes releases. Adolfo is a Staff Software Engineer at Chainguard, and one of the technical leads for SIG release, meaning that he helps ship Kubernetes. You most likely know him as Puerco, and have seen first-hand his passion for securing software via SBOMs, cosign and SLSA. Puerco’s love for bikes and Chainguard are a great match 🚴‍♂️

In 2020, Shawn (swyx) Wang wrote: Every 10 years there is a changing of the guard in JavaScript. I think we have just started a period of accelerated change that could in thge future be regarded as the Third Age of JavaScript. We’re now in year three of this third age and Swyx joins us to look back at what he missed, look around at what’s happening today, and look forward at what might be coming next.

Matt Holt & Mohammed S. Al Sahaf sit down with Natalie & Jon to discuss every gopher’s favorite open source web server with automatic HTTPS! In addition to laying out what Caddy is and why it’s interesting, we dive deep into how you can (and why you might want to) extend Caddy as a result of its modular architecture.

Connor Sears, founder and CEO of Rewatch, joins Adam to share the journey of creating Rewatch. What began inside of GitHub to help them thrive and connect is now available to every product team on the planet. Rewatch lets teams save, manage, and search all their video content so they can collaborate async and with greater flexibility. We talk about where the tool’s inspiration came from (spoiler alert, inside GitHub it was called GitHub TV which you’ll hear during the show), how teams leverage video to reduce the constraints of communication, how Connor and his co-founder knew they had product-fit and how they grew the team and product, and of course the flip side of that — we talk about some of Connor’s failures along the way, and knowing when it’s the right time to take a big swing.

Don’t all AI methods need a bunch of data to work? How could AI help document and revitalize endangered languages with “human-in-the-loop” or “active learning” methods? Sarah Moeller from the University of Florida joins us to discuss those and other related questions. She also shares many of her personal experiences working with languages in low resource settings.

This week we’re joined by Mike Riley and we’re talking about his book Portable Python Projects (Running your home on a Raspberry Pi). We breakdown the details of the latest Raspberry Pi hardware, various automation ideas from the book, why Mike prefers Python for scripting on a Raspberry Pi, and of course why the Raspberry Pi makes sense for home labs concerned about data security. Use the code PYPROJECTS to get a 35% discount on the book. That code is valid for approximately 60 days after the episode’s publish date.

KBall interviews TPW about the 1.0 release of Redwood - what it provides, why they’ve repositioned as a “JavaScript framework optimized for startups”, and what’s coming next.

Another entry in the maintenance series! Throughout the series we’ve discussed building versus buying, building actually maintainable software, maintaining ourselves, open source maintenance, legacy code, and most recently Go project structure. In this 7th installment of the series, we continue narrowing our focus by talking about what to do when projects get big and messy.

Today we talk to Priyanka Sharma (E.D. at the Cloud Native Computing Foundation) about all things KubeCon Europe 2022. We start with Gerhard’s favourite subject - Priyanka’s Happy Hour - and then we switch focus to the conference. For many, this will be the first in-person KubeCon since 2019. As for Gerhard, he is not sure that he remember how airports work. If he succeeds, he looks forward to meeting some of you in Valencia. If not, send help.

This week Sid Sijbrandij, Co-founder and CEO of GitLab, is back talking with Adam about all the details of their massive IPO last October 2021. To set the stage, this episode was recorded on Feb 1, 2022. During the show Adam mentioned they IPO’d at a $13B market cap, but they actually ended their opening day at approximately $15B. That’s a massive win for open source, GitLab, Sid, and the rest of the team. For loyal listeners you know we’ve had Sid on this show before, so of course we had to get him back on the show post-IPO to get all the details of this new journey.

We’re talking with Woody Zuill today about all things Mob Programming. Woody leads Mob Programming workshops, he’s a speaker on agile related topics, and coaches and guides orgs interested in creating an environment where people can do their best work. We talk through it all and we even get some amazing advice from Woody’s dad. We define what Mob Programming is and why it’s so effective. Is it a rigid process or can teams flex to make it work for them? How to introduce mob programming to a team. What kind of groundwork is necessary? And of course, are mob programming’s virtues diminished by remote teams in virtual-only settings?

Let the debate begin (again)! This time we’re arguing whether or not single-page apps were a big mistake. This premise was inspired by Chris Ferdinandi’s SPAs were a mistake post. Divya & Nick represent Team Yep and KBall goes solo on Team Nope. Jerod, as per our usual arrangement, is on Team Winner.

Can Go help you write faster PHP apps? In this episode, we explore the unusual pairing of Go and PHP that led to the RoadRunner project, a high-performance PHP application server, load-balancer, and process manager that is all written in Go.

This week Peer Richelsen, Co-Founder and Co-CEO of Cal.com, joins the show to talk about building the “Stripe for Time” — with a grand mission to connect a billion people by 2031 through calendar scheduling. Cal has grown from an open-source side project to one of the fastest-growing commercial open source companies. We get into all the details — what it means to be an open source Calendly alternative, how they quantify connecting a Billion people by 2031, where there’s room for innovation in the scheduling space, and why being community first is part of their secret sauce.

Today we talk to Mark Ericksen about all the things that we could be doing on the new platform - this is a follow-up to episode 50. Mark specialises in Elixir, he hosts the Thinking Elixir podcast, and he also helps make Fly.io the best place to run Phoenix apps, such as changelog.com. In the interest of holding our new platform right, we thought that it would be a great idea to talk to someone that does this all day, every day, for many years now. We touch up on how to run database migrations safely, and how to upgrade our application config to the latest Phoenix version. We also talked about some of the more advanced platform features that we may want to start leveraging, like the multi-region PostgreSQL.

AI is discovering new drugs. Sound like science fiction? Not at Absci! Sean and Joshua join us to discuss their AI-driven pipeline for drug discovery. We discuss the tech along with how it might change how we think about healthcare at the most fundamental level.

Nick rewrote our JS Danger game board app from Dojo to React for his talk at React Global Online Summit about componentizing application state with React and XState. On this episode Jerod, KBall, and Feross chat with Nick about the entire process and what he learned along the way. Oh, we also play an epic round of Pro Tip Time!

Matan Peled from Technion University joins Natalie & Mat to discuss his PhD research on meta programming and static analyzers. How does Go’s measure up? What would Matan’s look like if he built one? All that and more!

This is our 5th Kaizen where we talk about the next improvement to changelog.com: we are now running on Fly.io and our PostgreSQL is managed. This is a migration that many were curious about, including Simmy de Klerk, the person that requested this episode. After migrating all our media files to AWS S3 (check episode 40), we thought that this part was going to be easy. Plan met reality. Pull request 407 has all the details. We want to emphasise the type of partner relationships that we seek at Changelog & why they are important to us, as well as to our listeners. Honeycomb & Fly embody the principles that we care about, and Gerhard thinks that we are currently missing a Kubernetes partner.

Today we’re talking with Zach Lloyd, founder of Warp — the terminal being re-imagined for the 21st century and beyond. Warp is a blazingly fast, rust-based terminal that’s being designed from the ground up to work like a modern app. We get into all the details — why now is the right time to re-invent the terminal, where they got started, the business they aim to build around Warp, what it’s going to take to gain adoption and grow, but more importantly — what’s Warp like today to get developers excited and give it a try.

We all hear a lot about MLOps these days, but where does MLOps end and DevOps begin? Our friend Luis from OctoML joins us in this episode to discuss treating AI/ML models as regular software components (once they are trained and ready for deployment). We get into topics including optimization on various kinds of hardware and deployment of models at the edge.

Frank Krueger joined us to talk about solving hard problems. Earlier this year he wrote a blog post titled “Practical Guide to Solving Hard Problems,” and a lot of what he had to say really resonated with us. The premise is simple — if you have to write some code that you’re just not sure how to write…what do you do? What are the practical steps that you can take when you’re feeling stumped? Today’s show goes deep on that subject…practical ways to solve hard problems and ship your best work. Frank has his own podcast called Merge Conflict — check it out at mergeconflict.fm.

Daniel Rosenwasser and Ryan Cavanaugh from the TypeScript team at Microsoft join Nick and Boneskull to catch us up on the latest happening with the TypeScript project, including what’s exciting in the new 4.7 beta release. Then, we dive deep into the new, TC-39 stage 1 Type Annotations proposal, what it is, and what it means for the future of a not really typed JavaScript!

Björn Rabenstein & Bartlomiej Płotka join Mat & Johnny to discuss observability, monitoring and instrumentation for gophers.

Alex Sims, a Senior Software Engineer at James & James, an eCommerce fulfilment company, reached out to us about the Kaizen story of the third-party logistics (3PL) platform that he has been involved with for several years now. The system delivered 16 millions of orders in 10 years, and 4.5 million in the last year alone. All the numbers are going up, and there is only so much that a single PHP monolith deployed as VM images can handle. So how do you even start thinking about the architectural improvements, and inspire everyone involved to move towards better? We encourage you to look at the architectural diagrams in the show notes, especially the 10 year roadmap, and ask Alex for a blog post follow-up. While today’s episode was a good conversation starter, there is a lot that we did not have time to cover.

In the fourth “AI in Africa” spotlight episode, we welcome Leonida Mutuku and Godliver Owomugisha, two experts in applying advanced technology in agriculture. We had a great discussion about ending poverty, hunger, and inequality in Africa via AI innovation. The discussion touches on open data, relevant models, ethics, and more.

We’ve been using Parker Selbert’s Oban library for years and he even helped us hold it right by improving our open source implementation! So, Jerod invited him Backstage to discuss the library, how we’re using it, Parker’s plan to make it financially sustainable, his “freedom number” of Oban Pro subscribers, and a bunch of other random stuff along the way. Let’s go!

Rasmus Porsager created Postgres.js –the fastest full-featured PostgreSQL client for Node.js and Deno. Today he joins Jerod for a deep-dive on Postgres, why he created this open source library, and how you can use it to build pg-backed JavaScript applications.

We often have code that’s similar between projects and we find ourselves copying that code around. In this episode we discuss what to do with this common code, how to organize it, and what code qualifies as this common code.

JS Party is a weekly celebration of JavaScript and the web so fun is at the heart of every episode. We play games like Frontend Feud… (clip from episode #192) Discuss and analyze the news… (clip from episode #213) Explain technical concepts to each other like we’re 5… (clip from episode #195) Debate hot topics like should websites work without JS? (clip from episode #87) Interiew amazing devs like Rich Harris and Una Kravets… (clip from episode #167) This is JS Party! Listen and subscribe today. We’d love to have you with us. 💚

In this episode we talk about launching Dagger with all four founders: Andrea, Eric, Sam & Solomon. While you may remember Sam & Solomon from episode 23, this time we assembled all four superheroes in this story and went deeper, covering nearly three years of refinements, the launch, as well as the world-class team & community that is coming together to solve the next problem of shipping software. Container images and Kubernetes are great steps in the right direction, but now it’s time for the next leap into the future. You can use Dagger to run your CI/CD pipelines locally, without needing to commit and push. You can also use Dagger as a Makefile alternative, which resonates with Gerhard, but go further and your perspective on documentation & automation may start shifting. Gerhard believes that this is the Docker moment of CI/CD.

This week we’re joined by Deepthi Sigireddi, Vitess Maintainer and engineer at PlanetScale — of course we’re talking about all things Vitess. We talk about its origin inside YouTube, how Vitess handles sharding, Deepthi’s journey to Vitess maintainer, when you should begin using it, and how it fits into cloud native infra.

This episode was requested by Tyler Smith who feels that he may not need Kubernetes just yet. Tyler has a few questions about Docker & Docker Swarm, so Andrea Luzzardi, former Docker Swarm Lead, joins us today to answer them. We talk about Docker Swarm beginnings, some of the challenges that it faced, and what Andrea’s recommendation is for Tyler’s journey with Docker Swarm. After dedicating four years of his professional career to Docker Swarm, Andrea is the best person that Gerhard knows to talk about this subject. And guess what, the same thing happened now as it did at KubeCon 2015: Sam pointed to Andrea. It will all make sense in the first five minutes. This one is going to be fun!

KBall and Jerod digest and disect recent JS community news (React 18, Redwood 1.0, MDN Plus) then sit down for yet another game of HeadLIES! Can KBall fare better than Nick Nisi did last April Fools?!

Has Go caught your interest, but you just haven’t had the time/opportunity to really dig into it? Are you relatively productive in your current language/ecosystem but wonder if the grass truly is greener on Go’s side of the fence? If so, this episode’s for you!

Abubakar Abid joins Daniel and Chris for a tour of Gradio and tells them about the project joining Hugging Face. What’s Gradio? The fastest way to demo your machine learning model with a friendly web interface, allowing non-technical users to access, use, and give feedback on models.

For the first time ever, we’re producing somebody else’s podcast! Our friends at Grafana asked us to help them launch a show for the observability community. It’s called Big Tent and on this episode we are backstage with Tom Wilkie, Mat Ryer, & Matt Toback talking through what they’re up to and why we’re helping out.

Feross has been working on something big. He joins Chris and Nick, along with guests Bret Comnes and Mik Lysenko to discuss Socket, what it is, and its focus on the security of the JavaScript supply chain.

In this episode we will discuss what it’s like to work with legacy code. How you work with it, how to avoid issues arising due to it, as well as when a greenfield rewrite is the best path forward. Hosted by Angelica Hill, joined by some wonderful guests: Dominic St-Pierre, Jeff Hernandez, Misha Avrekh, and Jon Sabados.

Nabeel Sulieman, Senior Software Engineer at Vercel, talks about KCert, a simpler alternative to cert-manager that he built. Gerhard tried it out, and he thinks that Nabeel is onto something. If you want to see the video that they recorded, ping us on Twitter or Slack. We love this story, especially the long-term approach of working on something that one truly believes in, and the only reason is because it’s fun. The world needs more people like Nabeel, and we hope that this episode inspires you to go all out, and do just that.

Today we have a special treat. A conversation with Brian Kernighan! Brian’s been in the software game since the beginning of Unix. Yes, he was there at Bell Labs when it all began. And he is still at it today, writing books and teaching the next generation at Princeton. This is an epic and wide ranging conversation. You’ll hear about the birth of Unix, Ken Thompson’s unique skillset, why Brian thinks C has stood the test of time, his thoughts on modern languages like Go and Rust, what’s changed in 50 years of software, what makes platforms like Unix and the web so powerful, his take as a professor on the trend of programmers skipping the university track, and so much more. Seriously, this is a must-listen.

This last week has been a big week for AI news. BigScience is training a huge language model (while the world watches), and NVIDIA announced their latest “Hopper” GPUs. Chris and Daniel discuss these and other topics on this fully connected episode!

Jen Looper from Web Dev for Beginners and Front-end Foxes joins Jerod and Ali to discuss the exciting (but also intimidating) prospect of getting in to web development in 2022! Where should you start? What technologies should you focus on? Is it better to go all-in on a framework or stick with the fundamentals? Stuff like that!

This week we’re bringing The Changelog to Go Time — we had an awesome conversation with Toby Padilla, Co-Founder at Charm where they’re building tools to make the command line glamorous. Toby and the team at Charm have gone “all in” on Go — all of Charm is written in Go. They moved to Go from other languages, saying “Go is the answer to building these type of tools.” And even on this episode Toby says “I love Rust, it’s really cool, it’s a super-exciting language, but I jumped ship. I wanna be more productive, I wanna use all the fun toys, and so I started doing Go.” Clearly this episode will be in good company here on Go Time. We talk about the state of the art, the next big thing happening on the command line and in ssh-land. They have an array of open source tooling to build great apps for the terminal and Charm Cloud to power a new generation of CLI apps. We talk through all their tooling, where things are headed for CLI apps, the focus and attention of their team, and what’s to come in bringing glamor to the command line.

Pia Wiedermayer, Lead QA at Zühlke, is talking with Gerhard today about software quality. If the name sounds familiar, check out episode 28. Thank you Romano for the introduction 👋🏻 Do you remember the last time that you used an app, whether it was in the browser or on your mobile, and everything just worked? What about that intuitive feel, snappiness and you achieving the task that you intended to without feeling that you are fighting tech? Experiences like those take a lot of effort across multiple disciplines. They are designed, built and maintained over long periods of time. It all starts with people like Pia that really care about quality. It’s so much more than just automated testing…

The term “foundation” model has been around since about the middle of last year when a research group at Stanford published the comprehensive report On the Opportunities and Risks of Foundation Models. The naming of these models created some strong reactions, both good and bad. In this episode, Chris and Daniel dive into the ideas behind the report.

Zach Leatherman recently announced he will now be working on Eleventy – his simpler static site generator – while continuing to work at Netlify. What makes Eleventy special? How’d he convince Netlify to let him do this? What does this mean for the project’s future? How many questions in a row can we type into this textarea? Tune in to find out!

What does it take to master a programming language like Go? Joining us is the author of Mastering Go to help us answer that very question and to discuss the third edition of the book.

Today’s conversation with Kelsey Hightower showed Gerhard what he was missing in his quest for automation and Kubernetes. The fundamentals that Kelsey shares will most certainly help you level up your game. This is a follow-up to the last 45 seconds of the Kubernetes documentary. Oh, and we finally cleared where we should run our changelog.com PostgreSQL database 🙂

What happens when your data operations grow to Internet-scale? How do thousands or millions of data producers and consumers efficiently, effectively, and productively interact with each other? How are varying formats, protocols, security levels, performance criteria, and use-case specific characteristics meshed into one unified data fabric? Chris and Daniel explore these questions in this illuminating and Fully-Connected discussion that brings this new data technology into the light.

The incomparable Jessica Kerr is back with another grab-bag of amazing topics. We talk about her journey to Honeycomb, devs getting satisfaction from the code they write, why step one for her is “get that new project into production” and step two is observe it, her angst for the context switching around pull requests, some awesome book recommendations, how game theory and design can translate to how we skill up and level up our teams, and so much more.

This week Amal and Nick are joined by Dan Shappir, a Performance Tech Lead at Next Insurance, to learn about enabling a performance-first mindset within your engineering org. Dan recently left his 7+ year tenure leading performance at Wix where he and his team improved, and monitored the speed of millions of websites around the world. Join us to learn how he lead a cultural transformation that propelled Wix sites to be faster than most other React apps in the wild - including ones built with frameworks like Next.js.

Ed Welch joins Mat and Jon to discuss logging. They explore the different options for logging in Go, and discuss what data is worth including. Everything from log levels, formats, non-structured vs structured logs, along with common gotchas and good practices when dealing with logs at scale.

In this week’s episode Cameron Dutro, a software engineer at GitHub, Ship It listener and someone with an extraordinary attention to detail, joins us to talk about Kuby, a convention-over-configuration approach to deploying Rails apps. The question that we will be trying to answer is what happened to Rails Active Deployment. The path to that promise land is paved with good intentions, but it’s complicated.

Daniel and Chris talk with Lukas Egger, Head of Innovation Office and Strategic Projects at SAP Business Process Intelligence. Lukas describes what it takes to bring a culture of innovation into an organization, and how to infuse product development with that innovation culture. He also offers suggestions for how to mitigate challenges and blockers.

This week we have the pleasure of Rich Burroughs, Senior Developer Advocate at Loft Labs and host of the Kube Cuddle podcast. We talk about multitenancy in Kubernetes and how to run Kubernetes in Kubernetes with vcluster. If you are using KiND, you will find this episode interesting, and maybe even helpful. We also talk about the role that Kelsey Hightower played in Rich joining the CNCF ecosystem. The key take-away is that people make all the difference. ADHD is something that Rich thinks about often. Gerhard was curious about the difference between ADHD and burnout, as well as this Twitter thread on re-reading sent emails.

Kent and our panelists dive deep on the hottest new React framework: Remix. What it does today, what makes it special, how it lured Kent away from a lucrative independent teaching career, and what’s coming up next.

Let’s talk about the concept of immutable databases, the problems they target, and why you’d want to build one in Go.

This week we’re joined by the “mad scientist” himself, Feross Aboukhadijeh…and we’re talking about the launch of Socket — the next big thing in the fight to secure and protect the open source supply chain. While working on the frontlines of open source, Feross and team have witnessed firsthand how supply chain attacks have swept across the software community and have damaged the trust in open source. Socket turns the problem of securing open source software on its head, and asks…“What if we assume all open source may be malicious?” So, they built a system that proactively detects indicators of compromised open source packages and brings awareness to teams in real-time. We cover the whys, the hows, and what’s next for this ambitious and very much needed project.

Alon from Greeneye and Moses from ClearML blew us away when they said that they are training 1000’s of models a year that get deployed to Kubernetes clusters on tractors. Yes… we said tractors, as in farming! This is a super cool discussion about MLOps solutions at scale for interesting use cases in agriculture.

This week we’re talking to Toby Padilla, Co-Founder at Charm — where they build tools to make the command line glamorous. We talk about the state of the art, the next big thing happening on the command line and in ssh-land. They have an array of open source tooling to build great apps for the terminal and Charm Cloud to power a new generation of CLI apps. We talk through all their tooling, where things are headed for CLI apps, the focus and attention of their team, and what’s to come in bringing glamor to the command line.

Anthony Fu && Matias “Patak” Capeletto from the Vite core team join Jerod && Nick to discuss Vitest – a blazing fast unit-test framework powered by Vite, && Slidev – presentation slides for developers.

Mark Sandstrom and Ben Kraft join Jon and Mat to talk about GraphQL. What exactly is it this query language everyone has been talking about? How does it work? What Go libraries are out there, and where should you get started?

In today’s episode, Gerhard is talking to Mauricio Salatino (@salaboy) about the Continuous Delivery for Kubernetes book that he is currently writing. Mauricio is a Staff Engineer at VMware where he spends most of his time contributing to Knative, an open source platform for running serverless workloads on Kubernetes. Gerhard & Mauricio spent a few months in 2021 working on Knative Eventing, and they both appreciate shipping great software continuously. Mauricio helped ship Knative 1.0. The from-monolith-to-k8s application used throughout this book has been a few years in the making. It doubles-up as a workshop-style guide for rearchitecting a Java monolith to a Cloud Native architecture running in Kubernetes.

Holla! This week we’re playing Story of the Week and Today I Learned before turning our focus to Vest – a very cool validations framework created by Evyatar Alush.

On this episode, Michael Matloob and Daniel Martí pinky promise not to talk about Go 1.18’s two big features (fuzzing and generics). Instead, we’re focusing in on the other cool stuff that’s new!

We finally did it! All our static files are served from AWS S3. This is the most significant improvement to our app’s architecture in years, and now we have unlocked the next level: multi-cloud. We talk about that at length, and how it fits in our 2022 setup. The TL;DR is that changelog.com will fly, both literally and figuratively. We also address Steve’s comment that he left on our previous Kaizen episode - thanks Steve! Towards the end, we talk about Gerhard’s new beginnings at Dagger, where he gets to work with a world-class team and build the next-gen CI/CD. That’s right, Gerhard is now walking the Ship It talk all day, every day. If you want to watch him code live, you can do so every Thursday, in our weekly community session. Kaizen!

From MIT researchers who have an AI system that rapidly predicts how two proteins will attach, to Facebook’s first high-performance self-supervised algorithm that works for speech, vision, and text, Daniel and Chris survey the AI landscape for notable milestones in the application of AI in industry and research.

This week we’re joined by Annie Sexton, UX Engineer at Render, to talk about her blog post titled Git Organized: A Better Git Flow that made the internet explode when she suggested using reset instead of rebase for a better git flow. On this show we talk about the git flow she suggests and why, how this flow works for her when she’s hacking on the Render codebase (and when she uses it), the good and the bad of Git, and we also talked about the cognitive load of Git commits as you work.

This week Adam is joined by Joe Percoco — the Co-CEO of Titan, a premier investment manager for everyone. Titan is an investment company, a media, and a tech company, all rolled into one. Mid last year, they closed a $58 million Series B round led by Andreessen Horowitz (a16z) at a $450 million valuation. They currently have $750 million in assets managed and more than 35,000 clients. Why should Titan exist? In Joe’s words, “Wall Street ignores everyday investors, and caters only to the ultra wealthy. This divide doesn’t sit well with us. So, we built Titan.” On today’s show Joe shares the journey, the why’s, the how’s, and the sequencing it might take to get to a $1 trillion of assets managed.

Simey de Klerk recenty dove head-first into our transcripts repo and coded up a super-cool feature that’s been on Jerod’s wishlist for awhile now. So, of course, we invited him Backstage to tell the tale!

This week we are talking to Robin Morero, the person behind fabled.se, a DevOps consultancy from Gothenburg, Sweden. Their motto is “move faster and prosper”, which Gerhard prefers to the initial “move fast and break things”. Fabled works with startups primarily, and after 26 years, Robin has a few interesting insights to share. What do you think, are haunted codebases real? At what point do pull requests become harmful? What about k3s running on KVM as a simple starting point for production? If this reminds you of #7, and the follow-up YouTube stream with Lars, it’s no coincidence.

Amal and Nick load up on coffee for a not-so-vite (lame joke!) conversation with Evan You all about Vite – a batteries included next-generation frontend tooling library. Vite continues to push the ecosystem forward with even stronger defaults, super speedy local development workflows, and a highly extensible universal plugin API. Need we say more?!

Natalie and Johnny are joined by the co-founders of APIToolkit for a deep-dive on the topic. We discuss building them, maintaining them, how can we all be better users, and much more along the way.

In the third of the “AI in Africa” spotlight episodes, we welcome Kathleen Siminyu, who is building Kiswahili voice tools at Mozilla. We had a great discussion with Kathleen about creating more diverse voice and language datasets, involving local language communities in NLP work, and expanding grassroots ML/AI efforts across Africa.

This week we’re joined by Jacob Kaplan-Moss and we’re talking about his extensive writing on work sample tests. These tests are an exercise, a simulation, or a small slice of real day-to-day work that candidates will perform as part of their job. Over the years, as an engineering leader, Jacob has become a practicing expert in effectively hiring engineers — today he shares a wealth of knowledge on the subject.

This week we’re joined by Nora Jones, founder and CEO at Jeli where they help teams gain insight and learnings from incidents. Back in December Nora shared here thoughts in a Changelog post titled “Incident” shouldn’t be a four-letter word - which got a lot of attention from our readers. Today we’re talking with Nora about all things incidents — the learning and growth they represent for teams, why teams should focus on learning from incidents in the first place, their Howie guide to post‑incident investigations, why the next emerging role is an Incident Analyst, and she also shares a few book recommendations which we’ve linked up in the show notes.

Ryan Carniato joins Jerod, Amelia, and Nick to discuss SolidjS – a declarative, efficient, and flexible JavaScript library for building user interfaces.

Gunnar Holwerda (Engineering Manager) and Tom Pansino (DevOps Team Lead) share with us a few stories about how the teams at opensesame.com manage AWS operational complexity. The first link in the episode show notes are the slides that Tom & Gunnar prepared for this conversation. Check them out as you hear us speak about the Inverse Conway Manoeuvre, and why you should always go for the bananas. If you like this episode, and have a similar story to share, please reach out to us. We all love real-world stories that we can learn from, and perhaps contribute to.

MLOps is an increasingly popular topic that is no longer just a subset of DevOps. Go is a great choice for infrastructure. What role does Go play in MLOps?

In addition to being a Developer Advocate at Hugging Face, Thomas Simonini is building next-gen AI in games that can talk and have smart interactions with the player using Deep Reinforcement Learning (DRL) and Natural Language Processing (NLP). He also created a Deep Reinforcement Learning course that takes a DRL beginner to from zero to hero. Natalie and Chris explore what’s involved, and what the implications are, with a focus on the development path of the new AI data scientist.

Welcome to Song Encoder, a special series of The Changelog podcast featuring people who create at the intersection of software and music. This episode features Pwnie Award-winning songwriter Forrest Brazeal.

Tobie Langel, Open source strategist and Principal at UnlockOpen, joins Chris, Feross, and Amal to discuss recent widespread incidents affecting the JavaScript community (and breaking CI builds) around the globe. Two widely used npm libraries were self-sabotaged by their single maintainer, yet again, highlighting the many gaps in our OSS supply chain security, sustainability and overall practices. We explore all these topics and solution on what our ecosystem needs to be more resilient to these types of attacks in the future.

This week Adam is joined by Christine Yen, co-founder and CEO of Honeycomb. Christine and Adam recorded this show late last year, just after their Series C funding round. They talk about the superpower of observability for developers, how she and Charity Majors got to the place to found Honeycomb, the state of their platform today, what exactly observability is, and their goals for the future of Honeycomb.

One of the most common questions we receive at Go Time is how to handle schema migrations in Go. In this episode Jon is joined by Mike Fridman and Vojtech Vitek, maintainers of the popular schema migration tool pressly/goose, to discuss techniques, tools, and tips for handling schema migrations.

Vincent Ambo –the person behind nixery.dev, tvl.fyi, and a former Google engineer– shares his take on monorepos, Nix, and fully declarative systems without any Flux, Argo or Kubernetes. While the tooling is impressive, it’s the principles behind it that captivated Gerhard’s imagination. Vincent has a rather interesting take on the monorepository idea, including one change - one version - one deploy. There are a lot of interesting links in the show notes, including all the code that Vincent uses to manage infrastructure. As a result of this conversation, Gerhard is running Nix on one of his Macs, and also started experimenting with his first NixOS production instance.

From drug discovery at the Quebec AI Institute to improving capabilities with low-resourced languages at the Masakhane Research Foundation and Google AI, Bonaventure Dossou looks for opportunities to use his expertise in natural language processing to improve the world - and especially to help his homeland in the Benin Republic in Africa.

This week Paul Copplestone, CEO of Supabase joined us to catch us up on the next big thing happening in the world of Postgres. Supabase might be best known as “the open source Firebase alternative,” a tagline they might be reluctant to maintain. But from Adam’s perspective, he’s never been more excited about what they’re bringing to market for Postgres fans. In the last year, Supabase has gone from 0 to more than 80,000 databases on their platform — and they’re still in beta…and it’s open source. Hopefully today’s show sheds some light on why everyone is talking about Supabase.

Cloudflare has a lot more to offer than merely DDoS protection and CDN services. On this episode, Jon Kuperman joins Amal & Jerod to talk through many of their cool new things like Workers, KV, Durable Objects, and R2 Storage. Thanks to listener Matt Mannucci for requesting this episode!

Gerhard loves simple ideas executed well, which is why he is excited to be speaking today with Ildar Iskhakov & Matvey Kukuy about their startup Amixr, a.k.a. Grafana OnCall. Ildar & Matvey started with a simple idea and a simple stack - Django, Celery, RabbitMQ & MySQL - all running on Kubernetes. Because they kept their main thing their main thing, and kept improving it every day for a couple of years, now your on-call can be simple too. This is another Big Tent philosophy story with a Black Swan moment towards the end.

Alexey Palazhchenko joins Natalie to discuss the implications of GitHub’s Copilot on code generation. Go’s design lends itself nicely to computer generated authoring: thanks to go fmt, there’s already only one Go style. This means AI-generated code will be consistent and seamless. Its focus on simplicity & readability make it tailor made for this new approach to software creation. Where might this take us?

You might know about MLPerf, a benchmark from MLCommons that measures how fast systems can train models to a target quality metric. However, MLCommons is working on so much more! David Kanter joins us in this episode to discuss two new speech datasets that are democratizing machine learning for speech via data scale and language/speaker diversity.

This week Matt Ahrens joins Adam to talk about ZFS. Matt co-founded the ZFS project at Sun Microsystems in 2001. And 20 years later Adam picked up ZFS for use in his home lab and loved it. So, he reached out to Matt and invited him on the show. They cover the origins of the file system, its journey from proprietary to open source, architecture choices like copy-on-write, the ins and outs of creating and managing ZFS, RAID-Z and RAID-Z expansion, and Matt even shares plans for ZFS in the cloud with ZFS object store.

This week Adam is joined by Sam Lambert, CEO of PlanetScale. Now that PlanetScale is in general availability, Adam had to get Sam on the show to talk about the behind the scenes of building this database platform, how this is the last database you’ll ever need and what that means for developers, why serverless, its open source underpinnings with Vitess, and a preview of what’s to come.

Swyx is known for learning in public, and he joins the party to teach Ali and Nick about what he’s been working on with Temporal IO, what it is, and why he’s excited about it. We also talk about his role as Director of Developer Experience, including what developer experience is, how to do it, and what goals to set.

Today Gerhard shares the entire story behind his lost packets. He is talking with Drew Marshall, director at Trunk Networks and No One Internet, a Cloud Services Provider & ISP based in Sussex, UK. Gerhard’s Vodafone ISP gateway was losing packets, and recording some of the previous episodes used to be challenging as his internet connection would cut out up to 10 seconds at a time, multiple times per recording session. He was convinced that his Unifi Dream Machine Pro was not the issue. Drew helped Gerhard realise that it actually was. Not only has Gerhard’s DNS latency improved by 3x, but he can now fail-over between two WAN connections. And because nothing beats a real-world experiment, you can guess what is coming in this episode 😉 You will find latency & packet loss graphs, speed test runs, and a few other interestings in the show notes. We hope that they inspire you to setup a better home network. Most importantly, may you find your humble & brilliant Drew.

Our final installment from GopherCon 2021 is an awesome panel conversation led by Natalie & Angelica with guests Linus Lee, Daniela Patruzalek, and Sebastian Spank. All three of these gophers are using Go in cool and interesting ways outside of traditional work projects.

We have all seen how AI models fail, sometimes in spectacular ways. Yaron Singer joins us in this episode to discuss model vulnerabilities and automatic prevention of bad outcomes. By separating concerns and creating a “firewall” around your AI models, it’s possible to secure your AI workflows and prevent model failure.

Paul Orlando joins Jerod to talk through some unintended consequences that occur when systems operate at scale. We discuss Goodhart’s Law, The Cobra Effect, how to design incentive systems, dependency management decisions, the risks of autonomous vehicles, and much more along the way.

It’s our 3rd annual New Year’s party! We welcome a new panelist, review our (failed) resolutions from last year, discuss what’s trending in the web world, and even set some new (failed) resolutions for this year.

Our award winning ready survey game show is back, this time live from GopherCon 2021! Go Time panelists Natalie & Jon join forces with Go Team members Steve Francia, Katie Hockman, Julie Qui, and Rob Findley to battle it out and see who can better guess what the GopherCon gophers had to say!

In our first 2022 episode, Alexis Richardson, co-founder and CEO of Weaveworks, is talking to Gerhard about going fully remote, what a great team looks like, and GitOps. While you may have heard of GitOps, now is a good time to check out opengitops.dev. The most interesting part of today’s conversation is the missing cloud native App Store. While Apple revolutionised the world with the App Store and the iPhone, we don’t yet have something similar for cloud native apps. You may be thinking “But what about OperatorHub?”, or all the Helm registries out there? The registry fragmentation, operator deprecations and lack of curation are not what people have in mind when they think App Store. But there is more to it, so let’s hear how Alexis thinks about this.

In the second of the “AI in Africa” spotlight episodes, we welcome guests from Radiant Earth to talk about machine learning for earth observation. They give us a glimpse into their amazing data and tooling for working with satellite imagery, and they talk about use cases including crop identification and tropical storm wind speed estimation.

Here’s a little bonus episode before we get back to your regularly scheduled Go Time. We’re calling it the funny bits. It’s a compilation of times we cracked up making the show for y’all. If you dig it, holler at Jerod. If you don’t, email Mat Ryer.

Merry Shipmas! This is our special Christmas episode which sums up two months of very early mornings and a few late nights. After many twists and turns, stuff which didn’t work out, as well as pleasant surprises, this is what we ended up with: 🎁 PR #395 - CI/CD Lego set with Guillaume de Rouville & Joel Longtine 🎁 PR #396 - Continuous CPU profiling with Frederic Branczyk 🎁 PR #399 - Auto-restoring Kubernetes clusters with Dan Mangum & Muvaffak Onuş While we initially intended to have five Christmas presents in total, only three got delivered in time. We planned, worked hard and eventually shipped the best we could just in time for this special Christmas episode. Our hope is that the latest additions to our changelog.com GitHub repository will help you just as much as they will help our 2022 setup. 🎄Merry Shipmas everyone! 🎄

Our 4th annual year-end wrap-up episode! We don’t naval gaze often, but when we do… we make sure you get your money’s worth. Reflections, most popular episodes, our favs, and new this year: listener voice mails. Thanks for listening! 💚

We’re joined by Eran Yahav — talking about AI assistants for developers. Eran has been working on this problem for more than a decade. We talk about his path to now and how the idea for Tabnine came to life, this AI revolution taking place and the role it will play in developer productivity, and we talk about the elephant in the room - how Tabnine compares to GitHub Copilot, and what they’re doing to make Tabnine the AI assistant for every developer regardless of the IDE or editor you choose.

Jerod, Nick, and a node_modules-worthy collection of JS friends played an intense game of Frontend Feud at React Advanced London’s after-party back in October. Today, you get to play along with us!

In 2014 Gerhard joined CloudCredo, a startup co-founded by Colin Humphreys, Paula Kennedy & Chris Hedley. They stuck together through two acquisitions: Pivotal & VMware. This year, Colin, Paula & Chris co-founded Syntasso, the Platform-as-a-Product startup. Today they all get together to talk about about what it takes to build a platform team, why Team Topologies is a good conversation starter and why a curated blend of off-the-shelf, composed, and self-created services are required in any organisation operating at scale. Your hunch is right, all of them used to share the same Pivotal London office with Tammer Saleh, our guest from episode 31. Chris used to win all table tennis matches without even breaking a sweat, and today Gerhard gets his comeback. Touché!

You had questions, the Go Team had answers! Topics covered include generics (of course), governance (of course), Go 2, text editors, GitHub Copilot, garbage collection, and more.

The time has come! OpenAI’s API is now available with no waitlist. Chris and Daniel dig into the API and playground during this episode, and they also discuss some of the latest tool from Hugging Face (including new reinforcement learning environments). Finally, Daniel gives an update on how he is building out infrastructure for a new AI team.

Rich Harris joins Amal & Amelia for a Svelte deep-dive! What’s it all about? Why might you pick it over React and friends? What up with SvelteKit? Rich is working on it full-time now?! Will even more questions be answered?

In this episode Dominic speaks with Jon about his experience transitioning to using a screen reader and learning to code without his vision. They discuss how some of the tooling works, things other developers can do to make their code more accessible for blind teammates, and more.

Tammer Saleh, founder of SuperOrbital and former VP of Engineering at Pivotal, is joining Gerhard to talk about table tennis, remote work, and challenges that teams have with K8s. Some years ago, both Tammer & Gerhard used to work in the same London office on CloudFoundry, and nowadays they are both into Kubernetes. Tammer and the SuperOrbital team are deeply experienced in this topic, and they help teams at companies like Bloomberg, Shopify, and federal U.S. agencies tackle hard Kubernetes and DevOps problems through engineering and training. Why do companies need Kubernetes in the first place? Which are the right reasons for choosing it? Is Kubernetes a platform? Gerhard’s favourite: we are doing Kubernetes wrong, but it works better than when we were doing it right, so what’s up with that? This last one was a lot of fun, and we left the entire minute of laughter in at your request. Enjoy!

Today we’re bringing our appearance on DevDiscuss right here to The Changelog. Jerod and I guested their launch episode for Season 7 to talk about deeply human stories we’ve covered over the years on this podcast. For long-time listners this will be a trip down memory lane and for recent subscibers this will be a guided tour on some of our most impactful episodes. Special thanks to Ben Halpern and Christina Gorton for hosting us. Check out their show at dev.to/devdiscuss

This episode is a follow up to our recent Fully Connected show discussing federated learning. In that previous discussion, we mentioned Flower (a “friendly” federated learning framework). Well, one of the creators of Flower, Daniel Beutel, agreed to join us on the show to discuss the project (and federated learning more broadly)! The result is a really interesting and motivating discussion of ML, privacy, distributed training, and open source AI.

Salma Alam-Naylor joins us this week to share her thesis that JavaScript is best in moderation, and is a liability when creating performant, resilient, and accessible web applications. Salma says we’re drunk on JavaScript, and it’s time we learn how to leverage this powerful web primitive to enhance our web experiences, alongside HTML and CSS, instead of purely relying on JavaScript to completely run the show.

We’re prepping for our 4th annual state of the “log” episode where we look back at the year, discuss some of our favorite episodes as well as the most popular ones, and talk a bit about what we have in the works for 2022 and beyond. We thought it’d be awesome to include some listener voices on the show! So, please share your favorite Changelog guests, topics, or a-ha moments you’ve had over the last year. If you get your message included in the episode, we’ll send you a free t-shirt. It doesn’t have to be super produced. Just pop open your Voice Memos app on your phone or use QuickTime or Audacity on your laptop. Tell us what’s on your mind. Then upload your audio to ~> changelog.fm/sotl We’re recording the episode next week, so don’t sleep on the opportunity. We’d love to hear from you!

Here’s a bonus episode this week from our friends behind Me, Myself, and AI — a podcast on artificial intelligence and business, and produced by MIT Sloan Management Review and Boston Consulting Group. We partnered with them to help promote their awesome podcast. We hand picked this full-length episode to share with you because of its focus on using technology as a force for good, something we’re very passionate about. This episode features, Paula Goldman, Chief Ethical and Humane Use Officer at Salesforce, and the conversation touches on some interesting topics around the role tech companies play in society at large.

We’ve talked several times about getting started with Go. But Go is already 12 years old! Let’s talk about how it all started, and hear about it from the people who were there from the beginning.

Today we’re joined by Jessica Lord, talking about the origins of Electron and her boomerang back to GitHub to lead GitHub Sponsors. We cover the early days of Electron before Electron was Electron, how she advocated to turn it into a product and make it a framework, how it’s used today, why she boomeranged back to GitHub to lead Sponsors, what’s next in funding open source creators, and we attempt to answer the question “what happens to open source once it’s funded?”

This is our third Kaizen episode in which Adam, Jerod & Gerhard talk about GitOps the wrong way, ask questions with Honeycomb and realise that they must be holding the CDN wrong, and the effort that has been going into moving all changelog.com static files from regular volumes to an S3-like object store. If you like a good yak shake, listening to this one is a lot more fun than doing it. Gerhard is most excited about the Ship It Christmas gifts that we have been preparing for you. While GitHub Codespaces is not going to be part of the upcoming Christmas special episode, today’s talk covers why investing in a Codespaces integration is worth it. Changelog #459 and Backstage #20 are related to this topic.

Recently, GitHub released Copilot, which is an amazing AI pair programmer powered by OpenAI’s Codex model. In this episode, Natalie Pistunovich tells us all about Codex and helps us understand where it fits in our development workflow. We also discuss MLOps and how AI is influencing software engineering more generally.

Liana Leahy tells Amal and KBall all about her journey from software engineer to product manager. Along the way we learn what a PM does, how to be great at it, how to know if it’s for you, why the role is in such demand these days, and much more. - It’s UNIX, I know this!

Open Source and other source available projects have been a huge driver of progress in our industry, but building and maintaining an open source project is about a lot more than just writing the initial code and putting together a good README. On this episode of the maintenance mini-series, we’ll be discussing open source and the maintenance required to keep it going.

This week Adam is joined by Zac Smith, Co-Founder of Packet and now running Equinix Metal. They talk about the early days of the internet infrastructure space, the beginnings of Packet, the “why” of bare metal, transitioning Packet from startup to global company overnight when they were acquired by Equinix, and how all this for Zac is 20 years in the making.

We upgraded to the new MacBook Pro M1 Max and decided to share our first impressions of the new hardware, how we migrate data and settings from our old machines (or don’t), which apps were “instant installs” for each of us, which apps we’re trying to live without, and how we get our new machines set up for work and play. Nerd out with us!

Zac Smith, managing director Equinix Metal, is sharing how Equinix Metal runs the best hardware and networking in the industry, why pairing magical software with the right hardware is the future, and what Open19 means for sustainability in the data centre. Think modular components that slot in (including CPUs), liquid cooling that converts heat into energy, and a few other solutions that minimise the impact on the environment. But first, Zac tells us about the transition from Packet to Equinix Metal, his reasons for doing what he does, as well as the things that he is really passionate about, such as the most efficient data centres in the world and building for the love of it. This is a great follow-up to episode 18 because it goes deeper into the reasons that make Gerhard excited about the work that Equinix Metal is doing. This conversation with Zac puts it all into perspective. By the way, did you know that Equinix stands for Equality in the Internet Exchange?

In this Fully-Connected episode, Daniel and Chris ponder whether in-person AI conferences are on the verge of making a post-pandemic comeback. Then on to BigScience from Hugging Face, a year-long research workshop on large multilingual models and datasets. Specifically they dive into the T0, a series of natural language processing (NLP) AI models specifically trained for researching zero-shot multitask learning. Daniel provides a brief tour of the possible with the T0 family. They finish up with a couple of new learning resources.

Today we’re joined by Ilya Grigorik to talk about Shopify’s developer preview release of Hydrogen and the preview release of Oxygen which is in early access preview with select merchants on Shopify. Hydrogen is their React framework for dynamic, contextual, and personalized e-commerce. And Oxygen is Shopify’s hosted V8 JavaScript worker runtime that leverages all of their platform with the hope of scaling millions of storefronts. We cover what developers can expect from the Hydrogen framework, Shopify’s big bet on React Server Components, the future of Shopify at scale with Hydrogen powered by Oxygen, and a world where merchants never have to think about the complexities of scaling infrastructure.

This week we are joined by Sophie Alpert, Head of Engineering at Humu, and former lead of the React Core team, to discuss her experience on being a very early adopter, contributor, and eventually maintainer of React. In her 4+ years on the Core team, she went from supporting a new niche OSS UI library to supporting a project used by millions of developers around the world. Join us to hear about this epic journey, as well as Sophie’s thought’s on some common critiques and misconceptions of React.

Tiago Mendes joins Mat, Jon, and Johnny to discuss eventual consistency and strategies for changing data at scale.

This week Gerhard is chatting with Romano Roth, Head of DevOps at Zühlke, a company founded by Gerhard Zühlke in 1968. Nowadays they help companies all over the world build, ship and run anything from factory robots, to AI assistants in complex regulatory environments, and even medical devices that perform autonomous robotic surgery. When Romano is not leading a team of 30 software engineers that specialise in operations, infrastructure and cloud, he is one of the organisers of DevOps Days Zürich, and also the DevOps Meetup group, which is how Gerhard and Romano met in 2019. Having started his career as a .Net developer back in 2002, Romano had his fair share of dev and ops challenges, and he always enjoys seeing real business value delivered continuously in an automated way. In recent years, Romano’s perspective broadened, and now he sees DevOps realities across many companies. If you are curious about what good DevOps looks like, and what are the real challenges, then Romano has some good insights for you.

This week we’re bringing JS Party to The Changelog — Mitch and Andrew from the 1Password team talk with Amal and Nick about the company’s transition to Electron and web technologies, and how the company utilized its existing web stack to shape the future of its desktop experience.

Rachel Nabors –beloved educator, animator, & documentation engineer at Meta– joins Amal and Amelia for a first look at the brand new React docs! This massive overhaul to the React website (which supports 2 million+ developers around the world) was no easy feat! We dive into all the behind the scenes coordination, as well as the goals, wins, and intended outcomes of this new way of approaching educational content and API reference material for open source projects.

We’re “doing it live” with Jerome Hardaway, a Senior Software Engineer at Microsoft and the Executive Director of Vets Who Code — a veteran-led and operated 501(c)(3) non-profit organization that focuses on training veterans, active duty military, and military spouses in software development and open source with the goal of starting careers in the technology industry. This is a lengthly conversation in and around Jerome’s story, the Vets Who Code mission and impact, the experience of being in the United States Military, and the opportunity and potential of 1.5x’ing one of the most elite group of people on the planet.

In this episode, Gerhard is joined by Cyrille Le Clerc, Product Manager Lead on Observability at Elastic, and Oleg Nenashev, Principal Engineer at CloudBees. It all started with Oleg’s tweet back in July, in which he was promoting Akihiro Kiuchi’s work on Jenkins monitoring with OpenTelemetry. This was done in the context of Google’s Summer of Code - a link to Akihiro’s demo is in the show notes. As you may remember from episode 20, instrumenting our changelog.com pipeline is on Gerhard’s mind, and this conversation helped him clarify a few things. If you are thinking of instrumenting your CI/CD pipeline with OpenTelemetry, this episode is for you.