At this year’s Government & Public Sector R Conference (or R|Gov) our very own Daniel Whitenack moderated a panel on how AI practitioners can engage with governments on AI for good projects. That discussion is being republished in this episode for all our listeners to enjoy!

The panelists were Danya Murali from Arcadia Power and Emily Martinez from the NYC Department of Health and Mental Hygiene. Danya and Emily gave some great perspectives on sources of government data, ethical uses of data, and privacy.

What do you do when you make a living typing on a keyboard, but you can no longer do that for more than a few minutes at a time? Switch careers?! Not Josh Comeau. He decided to learn from others who have come before him and develop his own solution for coding without his hands. Spoiler Alert: he uses weird noises and some fancy eye tracking tech.

On this episode Josh tells us all about the fascinating system he developed, how it changed his perspective on work & life, and where he’s going from here. Plus we mix in some CSS & JS chat along the way.

Tailwind CSS creator Adam Wathan joins Jerod, Nick, & Feross for an in-depth discussion of his trending utility-first CSS framework. We cover why everyone complains about CSS, how Tailwind began and how it gained popularity, how developers use with Tailwind and integrate it into their workflows, and how Adam has managed to build a business around the project. Thanks, Bette Midler!

Mat Ryer hosts a spectacular panel with expert debuggers Derek Parker, Grant Seltzer Richman, and Hana Kim from the Go Team. Let’s face it, even the best-intended code doesn’t always do what you want it to. What’s a Gopher to do? Listen to this, that’s what!

Bharat Sandhu, Director of Azure AI and Mixed Reality at Microsoft, joins Chris and Daniel to talk about how Microsoft is making AI accessible and productive for users, and how AI solutions can address real world challenges that customers face. He also shares Microsoft’s research-to-product process, along with the advances they have made in computer vision, image captioning, and how researchers were able to make AI that can describe images as well as people do.

Suz, Amal, and Chris join Jerod to discuss what APIs are all about, share some APIs they admire, and lay out principles and practices we can all use in our APIs.

Today we’re sharing a full-length episode of Command Line Heroes from Season 6 for you to check out. We hand picked this episode for you to listen to.

Many of us grew up playing cartridge-based games. But there’s few who know the story behind how those cartridges came to be. And even fewer who know the story of the man behind them: Jerry Lawson. Before Jerry, a gaming console could only play one game. Jerry quite literally changed the game. This episode shares Jerry’s story of inventing the cartridge-based system for gaming consoles.

Play with Go is a set of hands-on, interactive tutorials for learning the tools used while programming in Go. In this episode we are joined by its creators, Paul Jolly and Marcos Nils, as we learn more about what motivated the creation of the project, what technology it was built on, and how you can help contribute additional guides to help your fellow gophers!

Gergely Orosz joined Adam for a conversation about his journey as a software engineer. Gergely recently stepped down from his role as Engineering Manager at Uber to pursue his next big thing. But, that next big thing isn’t quite clear to him yet. So, in the meantime, he has been using this break to write a few books and blog more so he can share what he’s learned along the way. He’s also validating some startup ideas he has on platform engineering. His first book is available to read now — it’s called The Tech Resume Inside Out and offers a practical guide to writing a tech resume written by the people who do the resume screening. Both topics gave us quite a bit to talk about.

Unsplash has released the world’s largest open library dataset, which includes 2M+ high-quality Unsplash photos, 5M keywords, and over 250M searches. They have big ideas about how the dataset might be used by ML/AI folks, and there have already been some interesting applications. In this episode, Luke and Tim discuss why they released this data and what it take to maintain a dataset of this size.

Join Mat Ryer for a fun conversation with Kris Brandow, Angelica Hill, and Natalie Pistunovich about how these Gophers get work/life done in this crazy world! Expect to learn about work environment must-haves, communication tips & tricks, developer tool recommendations, and much more!

Lucy D’Agostino McGowan, cohost of the Casual Inference Podcast and a professor at Wake Forest University, joins Daniel and Chris for a deep dive into causal inference. Referring to current events (e.g. misreporting of COVID-19 data in Georgia) as examples, they explore how we interact with, analyze, trust, and interpret data - addressing underlying assumptions, counterfactual frameworks, and unmeasured confounders (Chris’s next Halloween costume).

Raj Dutt is the founder and CEO of Grafana Labs. Grafana has become the world’s most popular open source technology used to compose observability dashboards (we use Grafana here at Changelog). Raj and team are 100% focused on building a sustainable business around open source. They have this “big tent” open source ecosystem philosophy that’s driving every aspect of building their business around their open source, as well as other projects in the open source community. But, to understand the wisdom Raj is leading with today, we have to go back to where things got started. To do that we had to go back like Prince to 1999…

We have a BIG show for you today. We’re talking about the future of the Mac. Coming off of Apple’s “One more thing.” event to launch the Apple M1 chip and M1 powered Macs, we have a two part show giving you the perspective of Apple as well as a Mac app developer on the future of the Mac.

Part 1 features Tim Triemstra from Apple. Tim is the Product Marketing Manager for Developer Technologies. He’s been at Apple for 15 years and the team he manages is responsible for developer tools and technologies including Xcode, Swift Playgrounds, the Swift language, and UNIX tools.

Part 2 features Ken Case from The Omni Group. Ken is the Founder and CEO of The Omni Group and they’re well known for their Omni Productivity Suite including OmniFocus, OmniPlan, OmniGraffle, and OmniOutliner – all of which are developed for iOS & Mac.

Nick, and Kball are joined by Mike Hartington to talk about Ionic, the state of web components, developer tooling, and more!

Monitoring and debugging distributed systems is hard. In this episode, we catch up with Kelsey Hightower, Stevenson Jean-Pierre, and Carlisia Thompson to get their insights on how to approach these challenges and talk about the tools and practices that make complex distributed systems more observable.

What’s it like to try and build your own deep learning workstation? Is it worth it in terms of money, effort, and maintenance? Then once built, what’s the best way to utilize it? Chris and Daniel dig into questions today as they talk about Daniel’s recent workstation build. He built a workstation for his NLP and Speech work with two GPUs, and it has been serving him well (minus a few things he would change if he did it again).

We’re joined by George Neville-Neil, aka Kode Vicious. Writing as Kode Vicious for ACMs Queue magazine, George Neville-Neil has spent the last 15+ years sharing incisive advice and fierce insights for everyone who codes, works with code, or works with coders. These columns have been among the most popular items published in ACMs Queue magazine and it was only a matter of time for a book to emerge from his work. His book, The Kollected Kode Vicious, is a compilation of the most popular items he’s published over the years, plus a few extras you can only find in the book. We cover all the details in this episode.

What the what is DivOps?! That’s the question Jonathan Creamer is here to answer. In so doing, we cover the past, present, and future of frontend tooling.

When we talk about improving a programming language, we often think about what features we would add. Things like generics in Go, async/away in JS, etc. In this episode we take a different approach and talk about what we would remove from Go to make it better.

Weights & Biases is coming up with some awesome developer tools for AI practitioners! In this episode, Lukas Biewald describes how these tools were a direct result of pain points that he uncovered while working as an AI intern at OpenAI. He also shares his vision for the future of machine learning tooling and where he would like to see people level up tool-wise.

We’re talking with Gerhard Lazu, our resident SRE, ops, and infrastructure expert about the evolution of Changelog’s infrastructure, what’s new in 2020, and what we’re planning for in 2021. The most notable change? We’re now running on Linode Kubernetes Engine (LKE)! We even test the resilience of this new infrastructure by purposefully taking the site down. That’s near the end, so don’t miss it!

Frontend Feud returns! Emma heads up team Boooooleans 👻 and Nick captains the Whiteboard Interviews Millionaires. We played this game for our friends at HalfStack Conf and the full video of the session is on our YouTube channel too. Take the survey!

Paul Smith (from “Obama’s Trauma Team”) tells us the tale of how Go played a big role in the rescuing and rebuilding of the HealthCare.gov website. Along the way we learn what the original team did wrong, how the rescue team kept it afloat during huge traffic spikes, and what they’ve done since to rebuild it to serve the people’s needs.

Today we welcome Matt Klein into our Maintainer Spotlight. Matt is the creator of Envoy, born inside of Lyft. It’s an edge and service proxy designed for cloud-native applications. Envoy was unexpectedly popular, and completely changed the way Lyft considers what and how to open source. While Matt has had several opportunities to turn Envoy into a commercial open source company, he didn’t. In today’s conversation with Matt we learn why he choose a completely different path for the project.

We take up a listener request this week and have an honest conversation about jQuery. Then, it’s time for something new! Our friends at Hot New Tech review tone.js for us. After that, it’s Pro Tip Time!

In this episode we discuss Mislav’s experience building not one, but two Github CLIs - hub and gh. We dive into questions like, “What lead to the decision to completely rewrite the CLI in Go?”, “How were you testing the CLI, especially during the transition?”, and “What Go libraries are you using to build your CLI?”

We’re joined by Elisha Goldstein, PhD - one of the world’s preeminent mindfulness teachers, a clinical psychologist, founder of the Mindful Living Collective and, creator of the six-month breakthrough program - A Course in Mindful Living. If you’ve ever used the Calm app, you might be familiar with his voice as he walks you through mindfulness practices to help calm negative emotions and anxious thoughts. He has extensive expertise in mindfulness based stress reduction (MBSR) and today he’s sharing his wealth of knowledge using mindfulness to naturally reduce anxiety and be more present and aware in our lives.

Hamish from Sajari blows our mind with a great discussion about AI in search. In particular, he talks about Sajari’s quest for performant AI implementations and extensive use of Reinforcement Learning (RL). We’ve been wanting to make this one happen for a while, and it was well worth the wait.

PostgreSQL aficionado Craig Kerstiens joins Jerod to talk about his (and our) favorite relational database. Craig details why Postgres is unique in the world of open source databases, which features are most exciting, the many things you can make Postgres do, and what the future might hold. Oh, and some awesome psql tips & tricks!