Changelog Master Feed

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. Join the discussionChangelog++ members save 5 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. iMerit ML DataOps Summit – A FREE virtual event on December 2nd, 2021! iMerit is excited to gather 1000+ senior leaders at the forefront of deploying data solutions that power machine learning and artificial intelligence. Learn more and register to attend at imerit.net/dataops Fastly – Compute@Edge free for 3 months — plus up to $100k a month in credit for an additional 6 months. Fastly’s Edge cloud network and modern approach to serverless computing allows you to deploy and run complex logic at the edge with unparalleled security and blazing fast computational speed. Head to fastly.com/podcast to take advantage of this limited time promotion! Featuring:Natalie Pistunovich – GitHub, XChris Benson – Website, GitHub, LinkedIn, XDaniel Whitenack – Website, GitHub, XShow Notes: GitHub Copilot OpenAI Codex Beta Previous GopherCon Workshop: Infrastructure for a Fraud Detection ML Application Something missing or broken? PRs welcome!

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! Join the discussionChangelog++ members save 4 minutes on this episode because they made the ads disappear. Join today!Sponsors: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 Raygun – Never miss another mission-critical issue again — Raygun Alerting is now available for Crash Reporting and Real User Monitoring, to make sure you are quickly notified of the errors, crashes, and front-end performance issues that matter most to you and your business. Set thresholds for your alert based on an increase in error count, a spike in load time, or new issues introduced in the latest deployment. Start your free 14-day trial at Raygun.com Fastly – Compute@Edge free for 3 months — plus up to $100k a month in credit for an additional 6 months. Fastly’s Edge cloud network and modern approach to serverless computing allows you to deploy and run complex logic at the edge with unparalleled security and blazing fast computational speed. Head to fastly.com/podcast to take advantage of this limited time promotion! Featuring:Liana Leahy – Website, GitHub, LinkedIn, XAmal Hussein – GitHub, XKevin Ball – Website, GitHub, LinkedIn, XShow Notes:Amal’s tweet on normalizing tech as a job vs passion Liana’s blog post on being the “Glue” Slides from “Being Glue” Talk HBR article on What it Takes to Be a Great Product Manager The Rise of Product Management on Business School Campuses Amal’s alternative MBA of choice - MIT’s SDM Degree Liana singing live at Rails Conf 2014 - Let Me Code Liana JS Party Inspired Song - It’s UNIX, I know this! Something missing or broken? PRs welcome!

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. Join the discussionChangelog++ members save 4 minutes on this episode because they made the ads disappear. Join today!Sponsors:LaunchDarkly / TrajectoryConf – Software powers the world. LaunchDarkly empowers all teams to deliver and control their software. DevOps and feature management are reimagining how we build and release new products. On November 9th and 10th, LaunchDarkly is hosting Trajectory Conference 2021 — a two-day event for software innovators who want to break orbit, not systems. Trajectory is a fully-virtual conference that focuses on the technology, people, and processes that continuously deliver better user experiences and more powerful software. Register for free at trajectoryconf.com Incident.io – Create, manage, and resolve incidents directly in Slack. Use the /incident command to create and manage incidents. This command lets you share updates, assign roles, set important links and more – all without ever leaving the incident channel. Each incident gets their own Slack channel plus a high-res dashboard at incident.io with the entire timeline from report to resolution. Learn more and sign up for free at incident.io — no credit card required. 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. Fastly – Compute@Edge free for 3 months — plus up to $100k a month in credit for an additional 6 months. Fastly’s Edge cloud network and modern approach to serverless computing allows you to deploy and run complex logic at the edge with unparalleled security and blazing fast computational speed. Head to fastly.com/podcast to take advantage of this limited time promotion! Featuring:Aaron Schlesinger – Website, GitHub, Xsam boyer – GitHub, XKris Brandow – GitHub, XJohnny Boursiquot – Website, GitHub, XShow Notes: Steven Wittens’ Essay The Cue Language Scuemata Go Time Live at GopherCon - Session 1, Session 2, Session 3 RIP Mitch Hedberg Something missing or broken? PRs welcome!

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. Join the discussionChangelog++ members save 6 minutes on this episode because they made the ads disappear. Join today!Sponsors: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 PlanetScale – PlanetScale is the only serverless database platform you can start in an instant and scale indefinitely with unlimited connections. Never think about database servers again. Everything you want to control is available through the beautifully designed PlanetScale CLI. Learn more and start your database in seconds at planetscale.com Fastly – Compute@Edge free for 3 months — plus up to $100k a month in credit for an additional 6 months. Fastly’s Edge cloud network and modern approach to serverless computing allows you to deploy and run complex logic at the edge with unparalleled security and blazing fast computational speed. Head to fastly.com/podcast to take advantage of this limited time promotion! 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 Featuring:Zac Smith – Website, LinkedIn, XAdam Stacoviak – Website, GitHub, LinkedIn, Mastodon, XShow Notes: Equinix Completes Acquisition of Bare Metal Leader Packet Equinix.com - We power the world’s digital leaders Founders Talk #73: Balancing business and open source with Raj Dutt, Founder & CEO of Grafana Labs The Linux Foundation Hosts Open19 to Accelerate Data Center and Edge Hardware Innovation Alex Polvi Power usage effectiveness (PUE) Ask Your Developer by Jeff Lawson Something missing or broken? PRs welcome!

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! Join the discussionChangelog++ members support our work, get closer to the metal, and make the ads disappear. Join today!Featuring:Adam Stacoviak – Website, GitHub, LinkedIn, Mastodon, XJerod Santo – GitHub, LinkedIn, Mastodon, XShow Notes:Jerod mentions iStat Menus Spark Transmit Espanso CopyClip Adam mentions Superhuman Dracula Pro Alfred Oh My Zsh 1Password Something missing or broken? PRs welcome!

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? Join the discussionChangelog++ members save 3 minutes on this episode because they made 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. Incident.io – Create, manage, and resolve incidents directly in Slack. Use the /incident command to create and manage incidents. This command lets you share updates, assign roles, set important links and more – all without ever leaving the incident channel. Each incident gets their own Slack channel plus a high-res dashboard at incident.io with the entire timeline from report to resolution. Learn more and sign up for free at incident.io — no credit card required. Raygun – Never miss another mission-critical issue again — Raygun Alerting is now available for Crash Reporting and Real User Monitoring, to make sure you are quickly notified of the errors, crashes, and front-end performance issues that matter most to you and your business. Set thresholds for your alert based on an increase in error count, a spike in load time, or new issues introduced in the latest deployment. Start your free 14-day trial at Raygun.com 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. Featuring:Zac Smith – Website, LinkedIn, XGerhard Lazu – Website, GitHub, LinkedIn, XShow Notes: Open 19 - Open Hardware for The Rest of Us 🎧 Ship It! #18: Bare metal meets Kubernetes Equinix Metal’s 2021 Swings and Misses The Liquid Cooling Imperative Why It’s Harder to Get a Server Into Sydney than a Satellite Into Space? Five Predictions for Hardware in 2021 Tinkerbell - Provision and manage bare metal, anywhere 🎬 Proximity User Conference Something missing or broken? PRs welcome!

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. Join the discussionChangelog++ members save 5 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. iMerit ML DataOps Summit – A FREE virtual event on December 2nd, 2021! iMerit is excited to gather 1000+ senior leaders at the forefront of deploying data solutions that power machine learning and artificial intelligence. Learn more and register to attend at imerit.net/dataops Fastly – Compute@Edge free for 3 months — plus up to $100k a month in credit for an additional 6 months. Fastly’s Edge cloud network and modern approach to serverless computing allows you to deploy and run complex logic at the edge with unparalleled security and blazing fast computational speed. Head to fastly.com/podcast to take advantage of this limited time promotion! Featuring:Chris Benson – Website, GitHub, LinkedIn, XDaniel Whitenack – Website, GitHub, XShow Notes: InfoQ: BigScience Research Workshop Releases AI Language Model T0 Hugging Face: bigscience / T0pp Multitask Prompted Training Enables Zero-Shot Task Generalization IEEE Specturm: How Deep Learning Works 5 Deep Learning Activation Functions You Need to Know Something missing or broken? PRs welcome!

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. Join the discussionChangelog++ members get a bonus 5 minutes at the end of this episode and zero ads. 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. Retool – Retool is a low-code platform built specifically for developers that makes it fast and easy to build internal tools. Instead of building internal tools from scratch, the world’s best teams, from startups to Fortune 500s, are using Retool to power their internal apps. Learn more and try it for free at retool.com/changelog Sourcegraph – Move fast, even in big codebases. Sourcegraph is universal code search for every developer and team. Easily search across all the code that matters to you and your organization: find example code, explore and read code, debug issues, and more. Head to info.sourcegraph.com/changelog and click the button “Try Sourcegraph now” to get started. FireHydrant – The reliability platform for teams of all sizes. With FireHydrant, teams achieve reliability at scale by enabling speed and consistency from a service deployment to an unexpected outage. Try FireHydrant free for 14 days at firehydrant.io Featuring:Ilya Grigorik – Website, GitHub, XAdam Stacoviak – Website, GitHub, LinkedIn, Mastodon, XJerod Santo – GitHub, LinkedIn, Mastodon, XShow Notes: Ilya’s Twitter thread Meet Hydrogen: A React Framework For Dynamic, Contextual And Personalized E-Commerce Hydrogen > new Shopify/hydrogen Changelog Search > “Ilya Grigorik” Changelog Merch Kids Anthem React Server Components Explained Building Blocks of High Performance Hydrogen-powered Storefronts The Changelog #416: Shopify’s massive storefront rewrite with Maxime Vaillancourt JS Party #178: Running Node natively in the browser with Eric Simons from StackBlitz Something missing or broken? PRs welcome!

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. Join the discussionChangelog++ members save 4 minutes on this episode because they made the ads disappear. Join today!Sponsors: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 Raygun – Never miss another mission-critical issue again — Raygun Alerting is now available for Crash Reporting and Real User Monitoring, to make sure you are quickly notified of the errors, crashes, and front-end performance issues that matter most to you and your business. Set thresholds for your alert based on an increase in error count, a spike in load time, or new issues introduced in the latest deployment. Start your free 14-day trial at Raygun.com Fastly – Compute@Edge free for 3 months — plus up to $100k a month in credit for an additional 6 months. Fastly’s Edge cloud network and modern approach to serverless computing allows you to deploy and run complex logic at the edge with unparalleled security and blazing fast computational speed. Head to fastly.com/podcast to take advantage of this limited time promotion! Featuring:Sophie Alpert – Website, GitHub, LinkedIn, XAmal Hussein – GitHub, XDivya – Website, GitHub, LinkedIn, XShow Notes: Frameworks Panel (Chrome Dev Summit 2017) New React Beta Site Creact React App Site & Docs ReactJS StackOverflow Humu Humu is hiring! See open roles Something missing or broken? PRs welcome!

Tiago Mendes joins Mat, Jon, and Johnny to discuss eventual consistency and strategies for changing data at scale. Join the discussionChangelog++ members save 5 minutes on this episode because they made the ads disappear. Join today!Sponsors:Sourcegraph – Move fast, even in big codebases. Sourcegraph is universal code search for every developer and team. Easily search across all the code that matters to you and your organization: find example code, explore and read code, debug issues, and more. Head to info.sourcegraph.com/changelog and click the button “Try Sourcegraph now” to get started. Incident.io – Create, manage, and resolve incidents directly in Slack. Use the /incident command to create and manage incidents. This command lets you share updates, assign roles, set important links and more – all without ever leaving the incident channel. Each incident gets their own Slack channel plus a high-res dashboard at incident.io with the entire timeline from report to resolution. Learn more and sign up for free at incident.io — no credit card required. 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. Fastly – Compute@Edge free for 3 months — plus up to $100k a month in credit for an additional 6 months. Fastly’s Edge cloud network and modern approach to serverless computing allows you to deploy and run complex logic at the edge with unparalleled security and blazing fast computational speed. Head to fastly.com/podcast to take advantage of this limited time promotion! Featuring:Tiago Mendes – XMat Ryer – GitHub, LinkedIn, Bluesky, XJohnny Boursiquot – Website, GitHub, XJon Calhoun – Website, GitHub, XShow Notes: The Saga pattern Eventual consistency Two-phase commit protocol Caitie McCaffrey’s Applying the Saga Pattern talk The tiago package Something missing or broken? PRs welcome!