Ever wonder how new features get added to the go command? Or where tools like gopls come from? Well, there’s an open team that handles just those things.

Just like the programming language itself, many of the tools that Go engineers use everyday are discussed and developed in the open. In this episode we’ll talk about this team, how it started, where it’s going, and how you can get involved.

As you start developing an AI/ML based solution, you quickly figure out that you need to run workflows. Not only that, you might need to run those workflows across various kinds of infrastructure (including GPUs) at scale. Ville Tuulos developed MetaFlow while working at Netflix to help data scientists scale their work. In this episode, Ville tells us a bit more about MetaFlow, his new book on data science infrastructure, and his approach to helping scale ML/AI work.

This week we’re joined by Adam Jacob, CEO of System Initiative and Co-Founder of Chef, about open source business models and the model he thinks is the right one to choose, his graceful exit from Chef and some of the details behind Chef’s acquisition in 2020 for $220 million…in cash, and how his perspective on open source has or has not changed as a result. Adam also shared as much stealth mode details as he could about System Initiative.

Russel Goldenberg & Caitlyn Ralph from The Pudding join Amelia & Nick to talk about how they create data-driven, interactive articles, how the team works on both The Pudding’s data journalism articles and Polygraph’s client work. We also dive into how the team works with contractors and how the company manages itself using a Holocratic method.

This week Emile Vauge, founder & CEO of Traefik, joins Gerhard to share a story that started as a solution to a 2000 microservices challenge, the real-world implications of shipping many times a day for years, and the difficulties of sustaining an inclusive and healthy open-source community while building a product company.

Working every day on keeping the open-source community in sync with the core team was an important lesson. The second learning was around big changes between major versions.

The journey from Travis CI to Circle CI, then to Semaphore CI and eventually GitHub Actions is an interesting one. The automation tools inspired by the Mymirca ant colony is a fascinating idea, executed well. There is more to discover in the episode.

Natalie sits down with Go book authors Bill Kennedy & Sau Sheong Chang to discuss the ins and outs of writing (and reading) books about Go!

Any AI play that lacks an underlying data strategy is doomed to fail, and a big part of any data strategy is labeling. Michael, from Label Studio, joins us in this episode to discuss how the industry’s perception of data labeling is shifting. We cover open source tooling, validating labels, and integrating ML/AI models in the labeling loop.

On this special edition of The Changelog, we’re talking with Cory Wilkerson, Senior Director of Engineering at GitHub, about GitHub Codespaces. For years now, the possibility of coding in the cloud seemed so close, yet so far away for a number of reasons. According to Cory, the raw ingredients to make coding in the cloud a reality have been there for years. The challenge has really been how the industry thinks, and we are now at a place where the skepticism in cloud based workflows is “non-existent.”

After 15 months in preview, GitHub not only announced the availability of Codespaces for Teams and Enterprise — they also showcased their internal adoption, with 600 of their 1,000 engineers using it daily to develop GitHub.com.

On this episode, Cory shares the full backstory of that journey and a peek into the future where we’re all coding in the cloud.

Your favorite web dev podcasts join forces for a super collab that’ll knock you frontend off! Amelia joins Chris Coyier and Dave Rupert from ShopTalk Show while Divya teams up with Wes Bos & Scott Tolinski from Syntax. Let the FEUDing begin!

In this episode, Gerhard talks to David and Marques from Equinix Metal about the importance of bare metal for steady workloads. Terraform, Kubernetes and Tinkerbell come up, as does Crossplane - this conversation is a partial follow-up to episode 15.

David Flanagan, a.k.a. Rawkode, needs no introduction. Some of you may remember Marques Johansson from The new changelog.com setup for 2019. Marques was behind the Linode Terraforming that we used at the time, and our infrastructure was simpler because of it!

This is not just a great conversation about bare metal and Kubernetes, there is also a Rawkode Live following up: Live Debugging Changelog’s Production Kubernetes 🙌🏻

Building software is difficult and time consuming, but the maintenance of software is where we spend the majority of our time. In this episode, Ian and sam join Johnny and Kris to discuss how to build actually maintainable software, the features of Go that make it good for writing maintainable software, and different ways that we might define the term “maintenance”.

This week we’re bringing JS Party to The Changelog — Nick Nisi and Christopher Hiller had an awesome conversation with Luis Villa, co-founder and General Counsel at Tidelift. They discuss GitHub Copilot and the implications of an AI pair programmer and fair use from a legal perspective.

Yonatan Geifman of Deci makes Daniel and Chris buckle up, and takes them on a tour of the ideas behind his amazing new inference platform. It enables AI developers to build, optimize, and deploy blazing-fast deep learning models on any hardware. Don’t blink or you’ll miss it!

Today Adam is joined by Kurt Mackey, co-founder and CEO of Fly.io — a platform for running full stack apps and databases close to users. This conversation with Kurt talks through his journey as a developer and entrepreneur, fundraising, getting into Y Combinator (twice), and how they’ve iterated on the Fly platform since 2017 to get to where they are right now.

Amal, KBall, and Nick welcome David Khourshid to the show to talk about his project, XState. XState brings state management to a new level using finite state machines and is compatible with your stack. We talk about how the idea came to fruition, its practical uses, and where it’s going.

To build or to buy, that’s a constant question we ask ourselves as software engineers. In this episode we dig into the nuance of these options and the space between them with an eye toward both the building of software and its eventual maintenance.

On this week’s episode, Gerhard is joined by Kathy Korevec, former Senior Director of Product at GitHub, and now Vercel’s Head of Product. Docs play an essential role in GitHub Actions, and Gerhard’s experience has proven that. Building, testing, and shipping code with GitHub Actions works better because of their excellent docs. However, the docs that Kathy pictures are not what you are imagining. She explains it best in her post, Maybe it’s time we re-think docs, which is what started this whole conversation.

The bottom line is, just as you wouldn’t ship untested code, shipping code without documentation is not optional. Today’s conversation with Kathy explains why.

In this episode, Peter Wang from Anaconda joins us again to go over their latest “State of Data Science” survey. The updated results include some insights related to data science work during COVID along with other topics including AutoML and model bias. Peter also tells us a bit about the exciting new partnership between Anaconda and Pyston (a fork of the standard CPython interpreter which has been extensively enhanced to improve the execution performance of most Python programs).

This week Neovim core maintainer TJ DeVries joins Jerod and guest co-host Nick Nisi (from JS Party) to follow-up on our Vim episode with a conversation dedicated to Neovim. TJ tells us why Neovim was created in the first place, how it differs from Vim, why Lua is awesome for configuration and plugins, what LSPs are all about, the cool tech inside tree-sitter, and how he’s writing his own fuzzy file finder for Neovim called Telescope.

After months of talking about and planning this episode, we decided near the very end to invite Paul from Heavy Spoilers to join us for a deep, spoiler filled, discussion on the movie Tenet, which was directed by Christopher Nolan and released September 2020. If you’re a fan of Tenet, you’ll love this episode.

Warning: This episode literally includes heavy spoilers. So come back after you’ve watched the film, or proceed if that doesn’t bother you.

Alex Page & Sam Rose from Shopify’s Polaris team join Jerod & Divya to discuss their open research into finding and selecting a viable alternative for Sass at the company. Six solutions enter, but which one will walk away with the 🌹?

Bryan Boreham (Grafana Labs) and Jordan Lewis (Cockroach Labs) join Mat and Jon to talk about memory management in Go. We learn about the heap, the stack, and the garbage collector. There are also some absolute gems of wisdom scattered throughout this episode, don’t miss it.

On today’s show Adam is joined by John Nunemaker (an old friend). For some of you listening you might remember John’s appearance on The Changelog #11, which was basically forever ago. Or his company Ordered List — they made Gauges, Harmony, and Speaker Deck which was quite popular in its time — so much so that they attracted the attention of Chris Wanstrath, one of the co-founders of GitHub to acquire Ordered List. The rest as they say is history. Today, John and I go back through that history to see what it was like to be acquired by GitHub and how that single choice has forever changed his life.

This week Gerhard is joined by Justin Searls, Test Double co-founder and CTO. Also a 🐞 magnet. They talk about how to deal with the pressure of shipping faster, why you should optimize for smoothness not speed, and why focusing on consistency is key. Understanding the real why behind what you do is also important. There’s a lot more to it, as its a nuanced and complex discussion, and well worth your time.

Expect a decade of learnings compressed into one hour, as well as disagreements on some ops and infrastructure topics — all good fun. In the show notes, you will find Gerhard’s favorite conference talks Justin gave a few years back.

We’re back with another Fully Connected episode – Daniel and Chris dive into a series of articles called ‘A New AI Lexicon’ that collectively explore alternate narratives, positionalities, and understandings to the better known and widely circulated ways of talking about AI. The fun begins early as they discuss and debate ‘An Electric Brain’ with strong opinions, and consider viewpoints that aren’t always popular.

Today we’re joined by Aaron Parecki, co-founder of IndieWebCamp and maintainer of OAuth.net, for a deep dive on the state of OAuth 2.0 and what’s next in OAuth 2.1. We cover the complications of OAuth, RFCs like Proof Key for Code Exchange, also known as PKCE, OAuth for browser-based apps, and next generation specs like the Grant Negotiation and Authorization Protocol, also known as GNAP. The conversation begins with how Aaron experiements with the IndieWeb as a showcase of what’s possible.

Today we’re talking to Linus Lee about the practice of building software for yourself. Linus has several side projects we could talk about, but today’s show is focused on Linus’ dynamically typed functional programming language called Ink that he used to write his full text personal search engine called Monocle.

Linus is focused on writing software that solves his own needs, all of which is open source, to help him learn more deeply and organize the knowledge of his life.

Ahmad Awais joins Amal, Amelia, and Jerod to discuss scripting, automation, and building CLIs with Node! We hear Ahmad’s back story, learn the ABC’s of mastering Node automation tooling, and share automation wins from all of our lives (and Twitter too).

This week, Richard Hipp returns to catch us up on all things SQLite, his single file webserver written in C called Althttpd, and Fossil – the source code manager he wrote and uses to manage SQLite development instead of Git.

Matt Holt joins Jon Calhoun to discuss Caddy, its history, and the process of creating a v2 of the popular web server. In the episode they discuss some of the challenges encountered while building the v2, reasons for doing a major rewrite, and more.