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. Join the discussionChangelog++ members save 2 minutes on this episode because they made the ads disappear. Join today!Sponsors:RudderStack – Smart customer data pipeline made for developers. RudderStack is the smart customer data pipeline. Connect your whole customer data stack. Warehouse-first, open source Segment alternative. SignalWire – Build what’s next in communications with video, voice, and messaging APIs powered by elastic cloud infrastructure. Try it today at signalwire.com and use code SHIPIT for $25 in developer credit. Fastly – Our bandwidth partner. Fastly powers fast, secure, and scalable digital experiences. Move beyond your content delivery network to their powerful edge cloud platform. Learn more at fastly.com Featuring:Michael Malyuk – LinkedIn, XChris Benson – Website, GitHub, LinkedIn, XDaniel Whitenack – Website, GitHub, XShow Notes: Label Studio Heartex Something missing or broken? PRs welcome!

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. Join the discussionChangelog++ members support our work, get closer to the metal, and make the ads disappear. Join today!Sponsors:Fly.io – Deploy your apps and databases close to your users. In minutes you can run your Ruby, Go, Node, Deno, Python, or Elixir app (and databases!) all over the world. No ops required. Learn more at fly.io/changelog and check out the speedrun in their docs. Featuring:Cory Wilkerson – GitHub, XAdam Stacoviak – Website, GitHub, LinkedIn, Mastodon, XJerod Santo – GitHub, LinkedIn, Mastodon, XShow Notes: GitHub’s Engineering Team has moved to Codespaces Cory’s companion Twitter thread to his blog post Codespaces marketing page Kelsey Hightower on Twitter — “Back in the day we wrote code on our own computers.” Something missing or broken? PRs welcome!

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! Join the discussionChangelog++ members save 4 minutes on this episode because they made the ads disappear. Join today!Sponsors:Retool For Startups – More and more startups are using Retool to focus their time on their core product. That’s exactly why Retool launched “Retool For Startups” — it’s a program that gives early-stage founders free access to a lot of the software needed for great internal tooling. Retool has bundled together a year of free access to Retool with over $160,000 in partner discounts to save you money while building Retools apps with common integrations. Learn more, apply, join lightening demos and much more at retool.com/startups Auth0 – The for developers, by developers identity platform built for the cloud era that secures billions of logins every year. Security, compliance, and industry standards are always up-to-date, plus devs are free to provide the login options their users want with the security their application demands. Make login Auth0’s problem. Not yours. Learn more at Auth0.com Micro – Micro is reimagining the cloud for the next generation of developers. It’s a developer friendly platform to explore, search, and use simpler APIs for everyday consumption all in one place. They’re in early development building out the first set of APIs, and they’re looking for feedback from developers. Signup and get $5 in free credits. Featuring:Chris Coyier – Website, GitHub, XDave Rupert – Website, GitHub, XWes Bos – Website, GitHub, XScott Tolinski – GitHub, LinkedIn, XJerod Santo – GitHub, LinkedIn, Mastodon, XAmelia Wattenberger – Website, GitHub, XDivya – Website, GitHub, LinkedIn, XShow Notes: The Feud At The Seventh Mountain Amelia’s repo visualizer CSS-Tricks freeCodeCamp Wes Bos’ courses Changelog Merch Something missing or broken? PRs welcome!

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 🙌🏻 Join the discussionChangelog++ members get a bonus 2 minutes at the end of this episode and zero ads. Join today!Sponsors:Render – The Zero DevOps cloud that empowers you to ship faster than your competitors. Render is built for modern applications and offers everything you need out-of-the-box. Learn more at render.com/changelog or email changelog@render.com for a personal introduction and to ask questions about the Render platform. Sentry – Working code means happy customers. That’s exactly why teams choose Sentry. From error tracking to performance monitoring, Sentry helps teams see what actually matters, resolve problems quicker, and learn continuously about their applications - from the frontend to the backend. Use the code THECHANGELOG and get the team plan free for three months. Equinix Metal – If you want the choice and control of hardware…with low overhead…and the developer experience of the cloud – you need to check out Equinix Metal. Deploy in minutes across 18 global locations, from Silicon Valley to Sydney. Visit metal.equinix.com/justaddmetal and receive $100 credit to play. Grafana Cloud – Our dashboard of choice Grafana is the open and composable observability and data visualization platform. Visualize metrics, logs, and traces from multiple sources like Prometheus, Loki, Elasticsearch, InfluxDB, Postgres and many more. Featuring:David Flanagan – Website, GitHub, XMarques Johansson – GitHub, LinkedIn, XGerhard Lazu – Website, GitHub, LinkedIn, XShow Notes: David’s tweet that made this episode happen This is how Gerhard met Marques Oops, We Forgot to Build a Managed Kubernetes Service! Tinkerbell - Provision and manage bare metal, anywhere Equinix Metal Crossplane provider and Terraform provider Kubernetes Cluster API Fly.io: The 5-hour CDN 🎬 Firecracker VMs on Metal, Oh My! - Kurt Mackey, March 2021 🎬 Klustered #11 - Kris Nova & Thomas Strömberg #7 Why Kubernetes? was mentioned, as well as the follow-up YouTube stream with Lars Wikman. Something missing or broken? PRs welcome!

Sam Boyer, Principal Engineer at Grafana Labs, dives into the nuances of creating maintainable software. He discusses the crucial balance between innovation and ongoing upkeep, exploring how the Go programming language fosters code quality. Sam emphasizes the importance of addressing technical debt and highlights strategies for maintaining clarity in documentation. The conversation also touches on unique takes within the developer community about code practices and the necessity for specialized maintenance efforts, making for a compelling dialogue on the realities of software evolution.

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. Join the discussionChangelog++ members save 4 minutes on this episode because they made the ads disappear. Join today!Sponsors:Gitpod – Spin up fresh, ephemeral automated dev environments, in the cloud, in seconds. Their free tier is open to every developer with a GitLab, GitHub, and/or Bitbucket account. Learn more at gitpod.io Retool For Startups – More and more startups are using Retool to focus their time on their core product. That’s exactly why Retool launched “Retool For Startups” — it’s a program that gives early-stage founders free access to a lot of the software needed for great internal tooling. Retool has bundled together a year of free access to Retool with over $160,000 in partner discounts to save you money while building Retools apps with common integrations. Learn more, apply, join lightening demos and much more at retool.com/startups Sentry – Working code means happy customers. That’s exactly why teams choose Sentry. From error tracking to performance monitoring, Sentry helps teams see what actually matters, resolve problems quicker, and learn continuously about their applications - from the frontend to the backend. Use the code THECHANGELOG and get the team plan free for three months. Grafana Cloud – Our dashboard of choice Grafana is the open and composable observability and data visualization platform. Visualize metrics, logs, and traces from multiple sources like Prometheus, Loki, Elasticsearch, InfluxDB, Postgres and many more. Featuring:Luis Villa – Website, LinkedIn, Mastodon, XNick Nisi – Website, GitHub, Bluesky, Mastodon, XChristopher Hiller – Website, GitHub, Mastodon, XShow Notes: GitHub Copilot OpenAI Google v. Oracle GNU General Public License Fair use Lotus v. Borland Transformative Use Authors Guild v. Google Ethical Open Source Movement Eleuther AI W3C Web Machine Learning Working Group Does free software benefit from ML models being derived works of training data? Cassidy Plays with GitHub Copilot Something missing or broken? PRs welcome!

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! Join the discussionChangelog++ members save 2 minutes on this episode because they made the ads disappear. Join today!Sponsors:RudderStack – Smart customer data pipeline made for developers. RudderStack is the smart customer data pipeline. Connect your whole customer data stack. Warehouse-first, open source Segment alternative. SignalWire – Build what’s next in communications with video, voice, and messaging APIs powered by elastic cloud infrastructure. Try it today at signalwire.com and use code SHIPIT for $25 in developer credit. Fastly – Our bandwidth partner. Fastly powers fast, secure, and scalable digital experiences. Move beyond your content delivery network to their powerful edge cloud platform. Learn more at fastly.com Featuring:Yonatan Geifman – Website, GitHub, XChris Benson – Website, GitHub, LinkedIn, XDaniel Whitenack – Website, GitHub, XShow Notes: Deci An Introduction to the Inference Stack and Inference Acceleration Techniques Deci and Intel Collaborate to Optimize Deep Learning Inference on Intel’s CPUs DeciNets: A New Efficient Frontier for Computer Vision Models White paper Something missing or broken? PRs welcome!

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. Join the discussionChangelog++ members save 4 minutes on this episode because they made the ads disappear. Join today!Sponsors:Render – The Zero DevOps cloud that empowers you to ship faster than your competitors. Render is built for modern applications and offers everything you need out-of-the-box. Learn more at render.com/changelog or email changelog@render.com for a personal introduction and to ask questions about the Render platform. Auth0 – The for developers, by developers identity platform built for the cloud era that secures billions of logins every year. Security, compliance, and industry standards are always up-to-date, plus devs are free to provide the login options their users want with the security their application demands. Make login Auth0’s problem. Not yours. Learn more at Auth0.com Snowplow Analytics – The behavioral data management platform powering your data journey. Capture and process high-quality behavioral data from all your platforms and products and deliver that data to your cloud destination of choice. Get started and experience Snowplow data for yourself at snowplowanalytics.com Fastly – Our bandwidth partner. Fastly powers fast, secure, and scalable digital experiences. Move beyond your content delivery network to their powerful edge cloud platform. Learn more at fastly.com Featuring:Kurt Mackey – Website, GitHub, LinkedIn, XAdam Stacoviak – Website, GitHub, LinkedIn, Mastodon, XShow Notes: Introducing the Fly global application platform fly.io/blog Globally distributed Postgres Something missing or broken? PRs welcome!

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. Join the discussionChangelog++ members save 4 minutes on this episode because they made the ads disappear. Join today!Sponsors:Retool For Startups – More and more startups are using Retool to focus their time on their core product. That’s exactly why Retool launched “Retool For Startups” — it’s a program that gives early-stage founders free access to a lot of the software needed for great internal tooling. Retool has bundled together a year of free access to Retool with over $160,000 in partner discounts to save you money while building Retools apps with common integrations. Learn more, apply, join lightening demos and much more at retool.com/startups Auth0 – The for developers, by developers identity platform built for the cloud era that secures billions of logins every year. Security, compliance, and industry standards are always up-to-date, plus devs are free to provide the login options their users want with the security their application demands. Make login Auth0’s problem. Not yours. Learn more at Auth0.com Micro – Micro is reimagining the cloud for the next generation of developers. It’s a developer friendly platform to explore, search, and use simpler APIs for everyday consumption all in one place. They’re in early development building out the first set of APIs, and they’re looking for feedback from developers. Signup and get $5 in free credits. Featuring:David Khourshid – Website, GitHub, XNick Nisi – Website, GitHub, Bluesky, Mastodon, XKevin Ball – Website, GitHub, LinkedIn, XAmal Hussein – GitHub, XShow Notes: XState Actors XState Visualizer xstate-inspect xstate-fsm XState Discord Something missing or broken? PRs welcome!

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. Join the discussionChangelog++ members support our work, get closer to the metal, and make the ads disappear. Join today!Featuring:Gerhard Lazu – Website, GitHub, LinkedIn, XShow Notes:Something missing or broken? PRs welcome!