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Sep 23, 2022 • 1h 3min

The spicy React debate show 🌶️ (JS Party #244)

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 – Website, GitHub, XNick Nisi – Website, GitHub, Bluesky, Mastodon, XAmal Hussein – GitHub, XAmelia Wattenberger – Website, GitHub, XKevin Ball – Website, GitHub, LinkedIn, XShow 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!
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Sep 22, 2022 • 1h 1min

Engineering interview tips & tricks (Go Time #248)

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 – LinkedIn, XNatalie Pistunovich – GitHub, XAngelica Hill – GitHub, LinkedIn, XShow Notes:Something missing or broken? PRs welcome!
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Sep 21, 2022 • 1h 23min

Modern Software Engineering (Ship It! #71)

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 – Website, XGerhard Lazu – Website, GitHub, LinkedIn, XShow 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!
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11 snips
Sep 20, 2022 • 45min

Evaluating models without test data (Practical AI #194)

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 – GitHub, LinkedIn, XChris Benson – Website, GitHub, LinkedIn, XDaniel Whitenack – Website, GitHub, XShow 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!
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Sep 19, 2022 • 8min

Ladybird, how QR codes work, GitUI, software vs systems & Stable Diffusion ported to Tensorflow (Changelog News #13)

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 – GitHub, LinkedIn, Mastodon, X
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5 snips
Sep 16, 2022 • 1h 17min

Stable Diffusion breaks the internet (Changelog Interviews #506)

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 – Website, GitHub, XAdam Stacoviak – Website, GitHub, LinkedIn, Mastodon, XJerod Santo – GitHub, LinkedIn, Mastodon, XShow 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!
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Sep 16, 2022 • 1h 7min

Smile! HTML can access your camera (JS Party #243)

Austin Gil joins the show and KBall continues an old email correspondence about the JS community and growth. Then, the gang plays a round of TIL where Austin shares his learnings about the HTML capture attribute. Finally, Austin shares what it’s like to have a blog post blow up. Join the discussionChangelog++ members save 9 minutes on this episode because they made the ads disappear. 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 Vercel – Vercel combines the best developer experience with an obsessive focus on end-user performance. Our platform enables frontend teams to do their best work. Unlock a better frontend workflow today. 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. Hasura – Create dynamic high-performance GraphQL & REST APIs from your database(s) in minutes with granular authorization and caching baked in. All without touching your underlying database. Go from data to API in minutes. Get started for free at hasura.io/jsparty Featuring:Austin Gil – Website, GitHub, LinkedIn, XNick Nisi – Website, GitHub, Bluesky, Mastodon, XKevin Ball – Website, GitHub, LinkedIn, XShow Notes: TIL: You can access a user’s camera with just HTML HN Link Video Explainer Obsidian Obsidian Sample Plugin OODA Loop Function Call podcast Submit to Changelog News Something missing or broken? PRs welcome!
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Sep 15, 2022 • 1h 2min

Stay agile out there (Go Time #247)

Inbal Cohen, Product expert and Agile evangelist, joins Natalie & Angelica for a conversation about all things Agile. Inbal lays out some agile tips for Go devs, discusses if and how remote work changes things, describes some downsides of the methodology, and more. 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/ 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:Inbal Cohen – LinkedIn, XNatalie Pistunovich – GitHub, XAngelica Hill – GitHub, LinkedIn, XShow Notes:Something missing or broken? PRs welcome!
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Sep 14, 2022 • 1h 7min

Kaizen! Four PRs, one big feature (Ship It! #70)

In today’s Kaizen episode, we talk about shipping Adam’s Christmas present: chapter support for all Changelog episodes that we now publish. This feature was hard because there are many subtle differences in how the ID3 spec is implemented. Of course, once the PR shipped, there were other issues to solve, including an upgrade the world kind of scenario. Since Lars Wikman did all the heavy ID3 lifting, he joins us in this episode. Join the discussionChangelog++ members get a bonus 5 minutes at the end of this episode and zero ads. 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 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 Flatfile – Data import is broken. We fixed it. Flatfile’s powerful out-of-the-box solution takes the data import burden off your shoulders, freeing you to solve bigger business problems and build products that people love. Featuring:Adam Stacoviak – Website, GitHub, LinkedIn, Mastodon, XJerod Santo – GitHub, LinkedIn, Mastodon, XLars Wikman – Website, GitHub, XGerhard Lazu – Website, GitHub, LinkedIn, XShow Notes: What is ID3 in the context of MP3? PR #417 - ID3vx-based episode tagging id3vx - Elixir library for parsing and encoding ID3 tags PR #423 - Upgrade Elixir from 1.12 to 1.13 (and all the other things) The failing CircleCI build that resulted in removing the integration erlang/otp issue #6241 PR #421 - What to do if the Wireguard tunnel stops working in GHA PR #418 - Notify Slack when a deploy succeeds GitHub SSH commit verification now supported - thanks Marcos Nils! Signing Git Commits with SSH Keys Something missing or broken? PRs welcome!
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Sep 13, 2022 • 44min

Stable Diffusion (Practical AI #193)

The new stable diffusion model is everywhere! Of course you can use this model to quickly and easily create amazing, dream-like images to post on twitter, reddit, discord, etc., but this technology is also poised to be used in very pragmatic ways across industry. In this episode, Chris and Daniel take a deep dive into all things stable diffusion. They discuss the motivations for the work, the model architecture, and the differences between this model and other related releases (e.g., DALL·E 2). (Image from stability.ai) Join the discussionChangelog++ members support our work, get closer to the metal, and make the ads disappear. Join today!Featuring:Chris Benson – Website, GitHub, LinkedIn, XDaniel Whitenack – Website, GitHub, XShow Notes: Announcement blog post Stable diffusion paper Blog post about the model from Marc Päpper Stable Diffusion on Hugging Face Hugging Face Diffusers library Something missing or broken? PRs welcome!

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