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. Join the discussionChangelog++ members save 4 minutes on this episode because they made the ads disappear. Join today!Sponsors: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 SHIPIT and get the team plan free for three months. FireHydrant – The reliability platform for every developer. Incidents impact everyone, not just SREs. FireHydrant gives teams the tools to maintain service catalogs, respond to incidents, communicate through status pages, and learn with retrospectives. Small teams up to 10 people can get started for free with all FireHydrant features included. No credit card required to sign up. Learn more at firehydrant.com/ Sourcegraph – Transform your code into a queryable database to create customizable visual dashboards in seconds. Sourcegraph recently launched Code Insights — now you can track what really matters to you and your team in your codebase. See how other teams are using this awesome feature at about.sourcegraph.com/code-insights Featuring:David Flanagan – Twitter, GitHub, WebsiteGerhard Lazu – Mastodon, Twitter, GitHub, WebsiteShow Notes: 🎬 Klustered 🎬 Rawkode Live: Hands-on introduction to acorn.io 🎬 Rawkode Live: Hands-on introduction to DockerSlim 🎬 Rawkode Live: Hands-on introduction to apko & melange 🎬 Rawkode Academy: Introduction to BGP - Limitless: Global Reach with BGP github.com/RawkodeAcademy/courses KubeHuddle - Oct. 3-4, 2022 - 🏴󠁧󠁢󠁳󠁣󠁴󠁿 Scotland’s first Kubernetes conference Something missing or broken? PRs welcome!

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! Join the discussionChangelog++ members support our work, get closer to the metal, and make the ads disappear. Join today!Featuring:Mark Christensen – LinkedIn, WebsiteDaniel Whitenack – Twitter, GitHub, WebsiteShow Notes: Xelex.ai Something missing or broken? PRs welcome!

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. View the newsletterJoin the discussionChangelog++ members support our work, get closer to the metal, and make the ads disappear. Join today!Featuring:Jerod Santo – Mastodon, Twitter, GitHub, LinkedIn

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. Join the discussionChangelog++ members get a bonus 6 minutes at the end of this episode and zero ads. Join today!Sponsors:DEX: Sort the Madness – Join our friends at Sentry for their upcoming developer experience conference called DEX: Sort the Madness. This event will be in-person in San Francisco AND virtual on September 28. This is a free conference by developers for developers where you’ll sort through the madness and look at ways to improve workflow productivity. Learn more and register FireHydrant – The reliability platform for every developer. Incidents impact everyone, not just SREs. FireHydrant gives teams the tools to maintain service catalogs, respond to incidents, communicate through status pages, and learn with retrospectives. Small teams up to 10 people can get started for free with all FireHydrant features included. No credit card required to sign up. Learn more at firehydrant.com/ Sourcegraph – Transform your code into a queryable database to create customizable visual dashboards in seconds. Sourcegraph recently launched Code Insights — now you can track what really matters to you and your team in your codebase. See how other teams are using this awesome feature at about.sourcegraph.com/code-insights Featuring:Lucas Fernandes da Costa – Twitter, GitHub, WebsiteAdam Stacoviak – Mastodon, Twitter, GitHub, LinkedIn, WebsiteJerod Santo – Mastodon, Twitter, GitHub, LinkedInShow Notes: Useful engineering metrics and why velocity is not one of them How finishing what you start makes teams more productive and predictable How high capacity utilisation hurts a team’s performance How and why exploiting uncertainty makes products more profitable Why tall hierarchies slow organizations down and how to fix them Talking to your customers: a disruptive Agile framework Why your daily stand-ups don’t work and how to fix them Why long-term plans don’t work and how to fix them “Planning Is Guessing” at Startup School by David Heinemeier Hansson Actionable Agile Metrics for Predictability The Changelog #488: Mob programming deep dive (with Woody Zuill) The Changelog #340: All things text mode (with Lucas da Costa) Something missing or broken? PRs welcome!

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! Join the discussionChangelog++ members save 7 minutes on this episode because they made the ads disappear. Join today!Sponsors:Square – Develop on the platform that sellers trust. There is a massive opportunity for developers to support Square sellers by building apps for today’s business needs. Learn more at changelog.com/square to dive into the docs, APIs, SDKs and to create your Square Developer account — tell them Changelog sent you. DEX: Sort the Madness – Join our friends at Sentry for their upcoming developer experience conference called DEX: Sort the Madness. This event will be in-person in San Francisco AND virtual on September 28. This is a free conference by developers for developers where you’ll sort through the madness and look at ways to improve workflow productivity. Learn more and register 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. Sourcegraph – Transform your code into a queryable database to create customizable visual dashboards in seconds. Sourcegraph recently launched Code Insights — now you can track what really matters to you and your team in your codebase. See how other teams are using this awesome feature at about.sourcegraph.com/code-insights Featuring:Josh Collinsworth – Twitter, GitHub, WebsiteNick Nisi – Mastodon, Twitter, GitHub, WebsiteAmal Hussein – Twitter, GitHubAmelia Wattenberger – Twitter, GitHub, WebsiteKevin Ball – Twitter, GitHub, LinkedIn, WebsiteShow Notes: The self-fulfilling prophecy of React React Svelte Vue Angular Nick’s spicy initial take on React at JS Conf 2013 Svelte Summit 🐴 RxJS. lol. Not a lot to back it up, but okay. Something missing or broken? PRs welcome!

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. Join the discussionChangelog++ members save 5 minutes on this episode because they made the ads disappear. Join today!Sponsors:Square – Develop on the platform that sellers trust. There is a massive opportunity for developers to support Square sellers by building apps for today’s business needs. Learn more at changelog.com/square to dive into the docs, APIs, SDKs and to create your Square Developer account — tell them Changelog sent you. FireHydrant – The reliability platform for every developer. Incidents impact everyone, not just SREs. FireHydrant gives teams the tools to maintain service catalogs, respond to incidents, communicate through status pages, and learn with retrospectives. Small teams up to 10 people can get started for free with all FireHydrant features included. No credit card required to sign up. Learn more at firehydrant.com/ Chronosphere – Chronosphere is the observability platform for cloud-native teams operating at scale. When it comes to observability, teams need a reliable, scalable, and efficient solution so they can know about issues well before their customers do. Teams choose Chronosphere to help them move faster than the competition. Learn more and get a demo at chronosphere.io. Featuring:Emma Draper – GitHub, LinkedInJonas – Twitter, LinkedInNatalie Pistunovich – Twitter, GitHubAngelica Hill – Twitter, GitHub, LinkedInShow Notes:Something missing or broken? PRs welcome!

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… Join the discussionChangelog++ members save 6 minutes on this episode because they made the ads disappear. Join today!Sponsors:Honeycomb – Guess less, know more. When production is running slow, it’s hard to know where problems originate: is it your application code, users, or the underlying systems? With Honeycomb you get a fast, unified, and clear understanding of the one thing driving your business: production. Join the swarm and try Honeycomb free today at honeycomb.io/changelog FireHydrant – The reliability platform for every developer. Incidents impact everyone, not just SREs. FireHydrant gives teams the tools to maintain service catalogs, respond to incidents, communicate through status pages, and learn with retrospectives. Small teams up to 10 people can get started for free with all FireHydrant features included. No credit card required to sign up. Learn more at firehydrant.com/ DEX: Sort the Madness – Join our friends at Sentry for their upcoming developer experience conference called DEX: Sort the Madness. This event will be in-person in San Francisco AND virtual on September 28. This is a free conference by developers for developers where you’ll sort through the madness and look at ways to improve workflow productivity. Learn more and register Featuring:Dave Farley – Twitter, WebsiteGerhard Lazu – Mastodon, Twitter, GitHub, WebsiteShow Notes: Gerhard’s review for Modern Software Engineering - it even has a picture! 🎧 Ship It #5 - The foundations of Continuous Delivery 🎬 Tips for Building Successful Platform Teams 🎬 The REAL Reason Cyberpunk 2077 software failed 🎬 How a Quantum Computer Works 🎬 The Difference Between DevOps and Continuous Delivery 🎬 Is DevOps Good Or Bad? 👕 Qwertee.com - Dave buys his quirky t-shirts here Something missing or broken? PRs welcome!

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. Join the discussionChangelog++ members support our work, get closer to the metal, and make the ads disappear. Join today!Featuring:Charles Martin – Twitter, GitHub, LinkedInChris Benson – Twitter, GitHub, LinkedIn, WebsiteDaniel Whitenack – Twitter, GitHub, WebsiteShow Notes: WeightWatcher Talk from the Silicon Valley ACM meetup A deep dive into the theory behind WeightWatcher (a talk from ENS) Something missing or broken? PRs welcome!

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. View the newsletterJoin the discussionChangelog++ members support our work, get closer to the metal, and make the ads disappear. Join today!Featuring:Jerod Santo – Mastodon, Twitter, GitHub, LinkedIn

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? 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. FireHydrant – The reliability platform for every developer. Incidents impact everyone, not just SREs. FireHydrant gives teams the tools to maintain service catalogs, respond to incidents, communicate through status pages, and learn with retrospectives. Small teams up to 10 people can get started for free with all FireHydrant features included. No credit card required to sign up. Learn more at firehydrant.com/ Square – Develop on the platform that sellers trust. There is a massive opportunity for developers to support Square sellers by building apps for today’s business needs. Learn more at changelog.com/square to dive into the docs, APIs, SDKs and to create your Square Developer account — tell them Changelog sent you. Honeycomb – Guess less, know more. When production is running slow, it’s hard to know where problems originate: is it your application code, users, or the underlying systems? With Honeycomb you get a fast, unified, and clear understanding of the one thing driving your business: production. Join the swarm and try Honeycomb free today at honeycomb.io/changelog Featuring:Simon Willison – Twitter, GitHub, WebsiteAdam Stacoviak – Mastodon, Twitter, GitHub, LinkedIn, WebsiteJerod Santo – Mastodon, Twitter, GitHub, LinkedInShow Notes: Simon Willison on Wikipedia Stable Diffusion is a really big deal Exploring 12 Million of the 2.3 Billion Images Used to Train Stable Diffusion’s Image Generator Exploring the training data behind Stable Diffusion Stability.ai Greg Rutkowsk on ArtStation and on Twitter Stable Diffusion Launch Announcement Stable Diffusion Public Release The full text of the CreativeML Open RAIL-M license Prompt injection attacks against GPT-3 Twitter thread about the ethics of the Stable Diffusion release from Joshua Achiam who works on AI safety at OpenAI Lexica.art - that really good search engine for 10m+ Stable Diffusion images and prompts Simon’s Twitter thread about Stable Diffusion - I keep on adding new things to this as they happen, the thread has been running for a few weeks now 4.2 Gigabytes, or: How to Draw Anything - a great post that talks through the process involved in getting good results out of Stable Diffusion using image2image and multiple round-trips through the model This tweet from Simon has a animated GIF of the Stable Diffusion Discord scrolling by during the 1.5 model preview Textual Inversion also see this thread on Twitter This tweet talks about the Stable Diffusion concepts library, using Textual Inversion This tweet has great examples of Textual Inversion in action Simon’s Datasette Cloud preview - Check it out and signup Compressing images with Stable Diffusion “neuromancer” on Lexica Online Art Communities Begin Banning AI-Generated Images The Changelog #296: Burnout, open source, Datasette Something missing or broken? PRs welcome!