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Adam Clark and I met back in 2013. We started a podcasting company together (which we both left), he shut down his consulting business to move to California and work for Apple, and now he’s back in Tennessee. Last year he launched a new business, Podcast Royale, a company he says will afford him more freedom to do whatever he wants to do. He talks to me about growing up in a cult, losing his father, marriage, and how being a parent gives him a purpose in life. Join the discussionChangelog++ members support our work, get closer to the metal, and make the ads disappear. Join today!Sponsors:Linode – Our cloud server of choice. Deploy a fast, efficient, native SSD cloud server for only $5/month. Get 4 months free using the code changelog2018. Start your server - head to linode.com/changelog 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. Rollbar – We catch our errors before our users do because of Rollbar. Resolve errors in minutes, and deploy your code with confidence. Learn more at rollbar.com/changelog. Algolia – Our search partner. Algolia’s full suite search APIs enable teams to develop unique search and discovery experiences across all platforms and devices. We’re using Algolia to power our site search here at Changelog.com. Get started for free and learn more at algolia.com. Featuring:Adam Clark – Website, GitHub, XTim Smith – GitHub, XShow Notes: Adam’s company, Podcast Royale I can’t remember the particular episode of Today Explained that I referenced in the show, but it’s a fantastic podcast you should subscribe to. Something missing or broken? PRs welcome!

Adam caught up with Francesc Campoy at KubeCon + CloudNativeCon 2018 in Seattle, WA to talk about the work he’s doing at source{d} to apply Machine Learning to source code, and turn that codebase into actionable insights. It’s a movement they’re driving called Machine Learning on Code. They talked through their open source products, how they work, what types of insights can be gained, and they also talked through the code analysis Francesc did on the Kubernetes code base. This is as close as you get to the bleeding edge and we’re very interested to see where this goes. Join the discussionChangelog++ members support our work, get closer to the metal, and make the ads disappear. Join today!Sponsors:Linode – Our cloud server of choice. Deploy a fast, efficient, native SSD cloud server for only $5/month. Get 4 months free using the code changelog2018. Start your server - head to linode.com/changelog Clubhouse – The first project management platform for software development that brings everyone on every team together to build better products. Get an extra two months free - head to clubhouse.io/changelog Raygun – Unblock your biggest app performance bottlenecks with Raygun APM. Smarter application performance monitoring (APM) that lets you understand and take action on software issues affecting your customers. 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:Francesc Campoy – Website, GitHub, XAdam Stacoviak – Website, GitHub, LinkedIn, Mastodon, XShow Notes: An analysis of the Kubernetes codebase source{d} and the source{d} community JustForFunc Something missing or broken? PRs welcome!

Fully Connected – a series where Chris and Daniel keep you up to date with everything that’s happening in the AI community. This week we look back at 2018 - from the GDPR and the Cambridge Analytica scandal, to advances in natural language processing and new open source tools. Then we offer our predications for what we expect in the year ahead, touching on just about everything in the world of AI. Join the discussionChangelog++ members support our work, get closer to the metal, and make the ads disappear. Join today!Sponsors: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. Rollbar – We catch our errors before our users do because of Rollbar. Resolve errors in minutes, and deploy your code with confidence. Learn more at rollbar.com/changelog. Linode – Our cloud server of choice. Deploy a fast, efficient, native SSD cloud server for only $5/month. Get 4 months free using the code changelog2018. Start your server - head to linode.com/changelog Algolia – Our search partner. Algolia’s full suite search APIs enable teams to develop unique search and discovery experiences across all platforms and devices. We’re using Algolia to power our site search here at Changelog.com. Get started for free and learn more at algolia.com. Featuring:Chris Benson – Website, GitHub, LinkedIn, XDaniel Whitenack – Website, GitHub, XShow Notes:2018 in Review Focus on more challenging ML problems Semi-supervised learning Domain adaptation Generative models Reinforcement learning NLP ELMO BERT Fear about AI GDPR, trust and privacy Cambridge analytica Facial recognition Tons of open sourced tooling, models Predictions for 2019 Focus on trust and transparency Bias Regulation GDPR and transparency, interpretability What will other countries do regarding regulation? AI for good Better voice and conversational results AI assistants Voice interfaces NLP advances More focus on product development, less on research Deep learning will explode in production product / service development Computer vision, NLP, speech recognition will be table stakes Increased accessibility of DL to software engineers / developers More testing/tooling Better training for data scientists Better integrations and infrastructure AutoML Organizational / Cultural Shifts New roles for data-based leadership - CDO, CAIO, etc., Strategy - AI becoming first-class concern Competitive Analysis - AI and data assessments mandatory Fragmentation into distinct subfields - AI, analytics, data science, prognostics A changing relationship between humans and automation AI + robotics - first steps Pervasive AI + IoT - first steps The importance of creative expertise for humans How to school your child today to prep for tomorrow Narrowly-scoped, highly-specific job functions at most risk Something missing or broken? PRs welcome!

KBall and Nick meet up with Jory Burson and Amal Hussein at Node+JS Interactive. Together we open up the black box of the JavaScript standards process, talk about how to get involved, and then dig into the use of ASTs to transform and analyze JavaScript. Join the discussionChangelog++ members support our work, get closer to the metal, and make the ads disappear. Join today!Sponsors:Rollbar – We catch our errors before our users do because of Rollbar. Resolve errors in minutes, and deploy your code with confidence. Learn more at rollbar.com/changelog. Algolia – Our search partner. Algolia’s full suite search APIs enable teams to develop unique search and discovery experiences across all platforms and devices. We’re using Algolia to power our site search here at Changelog.com. Get started for free and learn more at algolia.com. OneMonth.com – One of the best places to learn how to code…in just one month. If you’re interested in taking your career to the next level head to OneMonth.com/jsparty and get 10% off any coding course. 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:Jory Burson – Website, GitHub, XAmal Hussein – GitHub, XKevin Ball – Website, GitHub, LinkedIn, XNick Nisi – Website, GitHub, Bluesky, Mastodon, XShow Notes:Standards & Opening the Black Box TC39 on GitHub Myles Borins Daniel Ehrenberg Maggie Pint TC39 proposals The TC39 Process How to join ECMA Jory’s talk on Standardizing JavaScript On the distribution of stakeholders Representing Web Developers in W3C On testing the JavaScript spec with JavaScript Official ECMAScript Conformance Test Suite Contributing to the Conformance Test Suite On the Boundaries of the Spec JS Party episode covering error messages On using JavaScript Proposals in Production ASTs Amal’s talk on ASTs for Refactoring Esprima Babel parser Acorn Dojo upgrade tool (using ASTs) Awesome AST Other Bocoup Something missing or broken? PRs welcome!

Adam caught up with Brendan Burns (co-creator of Kubernetes and Partner Architect at Microsoft Azure) at KubeCon + CloudNativeCon 2018 in Seattle, WA to talk about the state of Kubernetes, the importance of community, building healthy cloud platforms, and the future of cloud infrastructure. Join the discussionChangelog++ members support our work, get closer to the metal, and make the ads disappear. Join today!Sponsors:Linode – Our cloud server of choice. Deploy a fast, efficient, native SSD cloud server for only $5/month. Get 4 months free using the code changelog2018. Start your server - head to linode.com/changelog Clubhouse – The first project management platform for software development that brings everyone on every team together to build better products. Get an extra two months free - head to clubhouse.io/changelog Raygun – Unblock your biggest app performance bottlenecks with Raygun APM. Smarter application performance monitoring (APM) that lets you understand and take action on software issues affecting your customers. 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:Brendan Burns – GitHub, XAdam Stacoviak – Website, GitHub, LinkedIn, Mastodon, XShow Notes: The Commons Clause Brendan’s talk at KubeCon — !go, Interacting with and Extending Kubernetes in a Polyglot World Read The Illustrated Children’s Guide to Kubernetes — Here’s a link to a pdf version of it Metaparticle is a standard library for cloud native applications on Kubernetes. cncf/artwork — CNCF related logos and artwork Something missing or broken? PRs welcome!

For the final show of 2018 I’m talking with Travis Kimmel, the CEO of GitPrime. Travis has spent years as an engineering manager. Travis’s mission at GitPrime is to bring crystal clear visibility into the software development process and bridge the communication gap between engineering and stakeholders. This communication gap is often an ongoing plague in product development lifecycle. We talked through focus, tech debt, leading teams, predictability, and more. Join the discussionChangelog++ members support our work, get closer to the metal, and make the ads disappear. Join today!Sponsors:Linode – Our cloud server of choice. Deploy a fast, efficient, native SSD cloud server for only $5/month. Get 4 months free using the code changelog2018. Start your server - head to linode.com/changelog 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. Rollbar – We catch our errors before our users do because of Rollbar. Resolve errors in minutes, and deploy your code with confidence. Learn more at rollbar.com/changelog. Algolia – Our search partner. Algolia’s full suite search APIs enable teams to develop unique search and discovery experiences across all platforms and devices. We’re using Algolia to power our site search here at Changelog.com. Get started for free and learn more at algolia.com. Featuring:Travis Kimmel – Website, GitHub, XAdam Stacoviak – Website, GitHub, LinkedIn, Mastodon, XShow Notes: Check out GitPrime Subscribe to Engineering Impact, GitPrime’s weekly newsletter Something missing or broken? PRs welcome!

Nick, KBall, and Chris respond to follow up on the State of JavaScript survey, discuss Chromium, Edge, and the future of the web, and reminisce about the past year in the final JS Party of 2018! Join the discussionChangelog++ members support our work, get closer to the metal, and make the ads disappear. Join today!Sponsors:Gauge – Low maintenance test automation! Gauge is free and open source test automation framework that takes the pain out of acceptance testing. Rollbar – We catch our errors before our users do because of Rollbar. Resolve errors in minutes, and deploy your code with confidence. Learn more at rollbar.com/changelog. DigitalOcean – DigitalOcean is simplicity at scale. Whether your business is running one virtual machine or ten thousand, DigitalOcean gets out of your way so your team can build, deploy, and scale faster and more efficiently. New accounts get $100 in credit to use in your first 60 days. 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:Nick Nisi – Website, GitHub, Bluesky, Mastodon, XKevin Ball – Website, GitHub, LinkedIn, XChristopher Hiller – Website, GitHub, Mastodon, XShow Notes:State of JavaScript survey follow up Sacha Grief responds to our previous discussion on the State of JS survey JS Party: 52 - Original discussion on the survey Changelog: 252 - GitHub’s Open Source Survey Jumping off the Edge into Chromium It’s official. The future of Microsoft Edge is Chromium They’re also dropping ChakraCore in favor of V8. JavaScript in 2018 and Beyond TypeScript is 🔥🔥🔥 Vue 3.0 and TypeScript JS Party is back! Dojo 2 released! npm: This year in JavaScript Project Gutenberg from WordPress The rise of VSCode Netflix: Our learnings from adopting GraphQL Deno - JavaScript and TypeScript outside the browser Something missing or broken? PRs welcome!

In our last episode of the year, I talk with Maria Boland Ploessl. Maria’s path to technology has been interesting to say the least. A Saint Paul native, she studied Spanish and Latin American studies in college. In 2016, after living in a few different cities (even a year-long stint in Brazil), she moved back to Minnesota. Now, she’s the Executive Director of Minnestar, a non-profit organization with the aim of supporting and growing Minnesota’s tech community. Maria talks to me about what Minnestar does, the work they’re doing to bring more people of underrepresented groups into tech, married life and how she’s grown from it, and parenthood. Join the discussionChangelog++ members support our work, get closer to the metal, and make the ads disappear. Join today!Sponsors: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. Rollbar – We catch our errors before our users do because of Rollbar. Resolve errors in minutes, and deploy your code with confidence. Learn more at rollbar.com/changelog. Linode – Our cloud server of choice. Deploy a fast, efficient, native SSD cloud server for only $5/month. Get 4 months free using the code changelog2018. Start your server - head to linode.com/changelog Algolia – Our search partner. Algolia’s full suite search APIs enable teams to develop unique search and discovery experiences across all platforms and devices. We’re using Algolia to power our site search here at Changelog.com. Get started for free and learn more at algolia.com. Featuring:Maria Boland Ploessl – Website, XTim Smith – GitHub, XShow Notes: Maria and her husband welcomed baby William Otis in early December She’s the Executive Director for Minnestar Minnestar puts on quite a few events, two of them being Minnebar and Minnedemo I actually did a talk on CSS Grid at Minnebar 2017 Twin Cities Startup Week The 5 Love Languages Something missing or broken? PRs welcome!

On this year’s “State of the ‘log’” episode we’re going behind the scenes to look back at 2018 as we prepare for 2019 and onward. We talk through our most popular episodes, most controversial episodes, and even some of our personal favorites. We also catch you up on some company level updates here at Changelog Media. We hired Tim Smith earlier this year as our Senior Producer, we retired Request for Commits, started some new shows… Join the discussionChangelog++ members support our work, get closer to the metal, and make the ads disappear. Join today!Sponsors: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. Rollbar – We catch our errors before our users do because of Rollbar. Resolve errors in minutes, and deploy your code with confidence. Learn more at rollbar.com/changelog. Linode – Our cloud server of choice. Deploy a fast, efficient, native SSD cloud server for only $5/month. Get 4 months free using the code changelog2018. Start your server - head to linode.com/changelog Algolia – Our search partner. Algolia’s full suite search APIs enable teams to develop unique search and discovery experiences across all platforms and devices. We’re using Algolia to power our site search here at Changelog.com. Get started for free and learn more at algolia.com. Featuring:Adam Stacoviak – Website, GitHub, LinkedIn, Mastodon, XJerod Santo – GitHub, LinkedIn, Mastodon, XShow Notes:Before we officially head into the year end I wanted to take a moment to thank you for your time and attention, it means the world to us. We work very hard to produce this podcast and we do it for you, the listeners — so thank you. Please be safe over the holiday break. Enjoy your time with family, friends, and loved ones. We’ll see you again in 2019! Most popular episodes #291 – Winamp2 JS with Jordan Eldredge #288 – Live coding open source on Twitch with Suz Hinton #295 – Scaling all the things at Slack with Julia Grace #298 – The beginnings of Microsoft Azure with Julia White #297 and #314 on GraphQL Most controversial #300 – Corporate interests in open source and dev culture with Zed Shaw Throwback to #205 – A protocol for dying with Pieter Hintjens Staff favorites Adam: Drupal is a pretty big deal Jerod: A call for kindness in open source New shows! You can listen to Backstage on the web or subscribe via Master You are subscribed to Master, right? 😉 Listen to the new and improved JS Party Founders Talk is back in a big way! Tim Smith’s Away from Keyboard is a must-listen Maybe start with episode #4? We didn’t talk too much about Practical AI, but it’s rad too Something missing or broken? PRs welcome!

Susan Etlinger, an Industry Analyst at Altimeter, a Prophet company, joins us to discuss The AI Maturity Playbook: Five Pillars of Enterprise Success. This playbook covers trends affecting AI, and offers a maturity model that practitioners can use within their own organizations - addressing everything from strategy and product development, to culture and ethics. Join the discussionChangelog++ members support our work, get closer to the metal, and make the ads disappear. Join today!Sponsors: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. Rollbar – We catch our errors before our users do because of Rollbar. Resolve errors in minutes, and deploy your code with confidence. Learn more at rollbar.com/changelog. Linode – Our cloud server of choice. Deploy a fast, efficient, native SSD cloud server for only $5/month. Get 4 months free using the code changelog2018. Start your server - head to linode.com/changelog Algolia – Our search partner. Algolia’s full suite search APIs enable teams to develop unique search and discovery experiences across all platforms and devices. We’re using Algolia to power our site search here at Changelog.com. Get started for free and learn more at algolia.com. Featuring:Susan Etlinger – XChris Benson – Website, GitHub, LinkedIn, XDaniel Whitenack – Website, GitHub, XShow Notes: Machine Learning for fair decisions Bias examples - programmer, black male Increasing Trust in AI Services through Supplier’s Declarations of Conformity Introducing AI Fairness 360 The AI Maturity Playbook: Five Pillars of Enterprise Success AI Now - Algorithmic Impact Assessments: A Practical Framework for Public Agency Accountability Amazon’s Facial Recognition Wrongly Identifies 28 Lawmakers, A.C.L.U. Says General Data Protection Regulation Something missing or broken? PRs welcome!