Changelog Master Feed

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.

I’m Gerhard Lazu, host of Ship It! A show with weekly episodes about getting your best ideas into the world and seeing what happens. We talk about code, ops, infrastructure, and the people that make it happen. Like Charity Majors from Honeycomb… clip from episode #11 And Dave Farley, one of the founders of Continuous Delivery… clip from episode #5 We even experiment on our own open source podcasting platform so that you can see how we implement specific tools and services within changelog.com. What works and what fails… clip from episode #10 Listen to an episode that seems interesting or helpful and if you like it, subscribe today. We’d love to have you with us.

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

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.