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…

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).

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.

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.

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!

Maxime Vaillancourt joined us to talk about Shopify’s massive storefront rewrite from a Ruby on Rails monolith to a completely new implementation written in Ruby. It’s a fairly well known opinion that rewrites are “the single worst strategic mistake that any software company can make” and generally something “you should never do.” But Maxime and the team at Shopify have proved successful in their efforts in this massive storefront rewrite and today’s conversation covers all the details.

Our much anticipated Family Feud rip-off inspired game show is finally here! Emma was joined by Nick and special guest Abenezer Abebe to form the Hypertext Assassins. KBall captained (despite never seeing Family Feud before) the DSL Destroyers with Mikeal and special guest Ali Spittel.

Holler if you want MOAR Feud and check the outro for a chance to win some JS Party swag.

What is cloud native? In this episode Johnny and Aaron explain it to Mat and Jon. They then dive into questions like, “What problems does this solve?” and “Why was Go such a good fit for this space?”

Most of us have heard how important “self-care” is and how important it can be for healthy living. But what exactly IS self-care? In this episode, not only do we define what self-care is, but we talk through the physical, emotional, and spiritual aspects of what’s involved in self-care and why this can so often be misunderstood and challenging. While we might be familiar with this term, many may not consider how they can be deliberate around managing themselves by both reflecting on and engaging in activities that help support their brains and bodies. It isn’t enough to simply know that self-care is important, rather discovering practical actions you can take to improve both how you feel and how you engage with the world.

Stress is something that we will inevitably encounter throughout our lives. It isn’t all bad or maladaptive, but how we manage it can make a significant difference in our lives. The degree of stress we feel impacts how we show up in the world including both how we relate and how we do the work before us each day.

In this episode, Mireille and Adam discuss the impact of stress on our systems including the role of different stress hormones on our immune system, cardiovascular system and our metabolism. Like many other conversations on previous episodes, we provide research relative to the value of relationships as having close connections helps us all combat the stress that loneliness can cause as well. When we utilize resources to support us as well as set limits on what we expose ourselves to and focus our attention to, we have the opportunity to better navigate the stresses of our lives.

In anticipation of the upcoming NVIDIA GPU Technology Conference (GTC), Will Ramey joins Daniel and Chris to talk about education for artificial intelligence practitioners, and specifically the role that the NVIDIA Deep Learning Institute plays in the industry. Will’s insights from long experience are shaping how we all stay on top of AI, so don’t miss this ‘must learn’ episode.

We’re joined by Simon Eskildsen, Principal Engineer at Shopify, talking about how he uses a concept called napkin math where you use first-principle thinking to estimate systems without writing any code. By the end of the show we were estimating pretty much everything using napkin math.

Ahmad Nassri returns to the party for a deep, nuanced discussion around the thoughts he shared in a recent blog post called Solving Solved Problems. We hear about the common issue Ahmad’s seen at software shops of all sizes, learn the anatomy of the total cost of software ownership, and debate what to build and what to buy.

Conflict is a part of everyday life. If you are connected to other humans, conflict will eventually occur. But what exactly is conflict? Where does it begin? How can it be resolved? In this episode, Mireille and Adam dive deep into those details to examine the framework of conflict end-to-end, to hopefully equip us with the tactics and skills we need to better navigate and resolve the conflict we encounter in our lives.

Waymo’s mission is to make it safe and easy for people and things to get where they’re going.
After describing the state of the industry, Drago Anguelov - Principal Scientist and Head of Research at Waymo - takes us on a deep dive into the world of AI-powered autonomous driving. Starting with Waymo’s approach to autonomous driving, Drago then delights Daniel and Chris with a tour of the algorithmic tools in the autonomy toolbox.

Hilary Mason is building a new way for kids and families to create stories with AI. It’s called Hidden Door, and in her first interview since founding it, Hilary reveals to Chris and Daniel what the experience will be like for kids. It’s the first Practical AI episode in which some of the questions came from Chris’s 8yo daughter Athena.

Hilary also shares her insights into various topics, like how to build data science communities during the COVID-19 Pandemic, reasons why data science goes wrong, and how to build great data-based products. Don’t miss this episode packed with hard-won wisdom!

Node.js development began a bit like the Wild West, but over time idioms, anti-patterns, and best practices have emerged. Yoni Goldberg’s Node Best Practices repo on GitHub collects, documents, and explains the best practices for Node developers. On this episode, Yoni joins us to discuss.

Nadia Eghbal is back and this time she’s talking with us about her new book Working in Public. If you’re an old school listener you might remember the podcast we produced with Nadia and Mikeal Rogers called Request for Commits. If you weren’t listening then, or can’t remember…don’t worry…the back catalog of Request for Commits is still online and subscribe-able via all the podcast ways. That podcast is still getting listens to this very day!

Obviously we go way back with Nadia…and having a chance to now talk with her through all the details of her new book Working in Public, this was a milestone for this show and Jerod and I. We talked through the reasons she wrote the book in the first place, Nadia’s thoughts on the future of the internet and the connection of creators to the platforms they build their followings on, and we also talk about the health of projects and communities and the challenges we face internet-at-large as well as right here in our backyard in the open source community.

We made it to 100 episodes of Practical AI! It has been a privilege to have had so many great guests and discussions about everything from AGI to GPUs to AI for good. In this episode, we circle back to the beginning when Jerod and Adam from The Changelog helped us kick off the podcast. We discuss how our perspectives have changed over time, what it has been like to host an AI podcast, and what the future of AI might look like. (GIVEAWAY!)

Jeff Sheldon is the founder and creator of Ugmonk. Jeff is a designer by trade, and an entrepreneur by accident. I been following Jeff’s journey for the better part of Ugmonk’s existence. I’m also a customer. Jeff and I hold several similar values near and dear to our hearts. In addition to my appreciation for Jeff’s product design abilities, and how he leads his business, I also appreciate Jeff’s awareness and focus on the long hard path.

Robert and Ian join us to talk about the latest updates on generics in Go. What type of feedback are they looking for as developers get their hands on tools designed to experiment with generics and Go? What was the deal with the featherweight Go paper that also discussed generics? Why can’t we use angle brackets for generics?

Jerod assembles a team of WebRTC experts (Suz, Feross, Mikeal) for a deep, deep dive on this practically-ubiquitous yet still-complicated web API.

We review its history, share really cool applications using the tech, provide an excellent primer on what you need to know about it, and details some production gotchas. ALSO we celebrate how Feross single-handedly “upgraded the internet”! 🙌

Today’s episode features our very first guest. We’re joined by Danielle Rath, a notable expert and product developer in the caffeine and energy drink industry. Danielle is the founder of GreenEyedGuide Research and Consulting where she shares science-based information about energy drinks and caffeine, and helps people and companies where fatigue and caffeine use are prevalent. In this lengthly episode, we talk through all aspects of the science behind caffeine — its chemical structure and half-life, where and how it’s being used, the good, bad, and the ugly, as well as practical advice for everyday consumption. If you consume caffeine of any sort, this is a must listen episode.

Dave Kerr joins Jerod to discuss the various laws, theories, principles, and patterns that we developers find useful in our work and life. We unpack Hanlon’s Razor, Gall’s Law, Murphy’s Law, Kernighan’s Law, and too many others to list here.

The multidisciplinary field of AI Ethics is brand new, and is currently being pioneered by a relatively small number of leading AI organizations and academic institutions around the world. AI Ethics focuses on ensuring that unexpected outcomes from AI technology implementations occur as rarely as possible. Daniel and Chris discuss strategies for how to arrive at AI ethical principles suitable for your own organization, and what is involved in implementing those strategies in the real world. Tune in for a practical AI primer on AI Ethics!

We’re revisiting Shape Up and product development thoughts with Ryan Singer, Head of Product Strategy at Basecamp. Last August we talked with Ryan when he first launched his book Shape Up and now we’re back to see how Shape Up is shaping up — “How are teams using the wisdom in this book to actually ship work that matters? How does Shape Up work in new versus existing products?” We also talk about the concept of longitudinal thinking and the way it’s impacting Ryan’s designs, plus a grab bag of topics in the last segment.

We take a listener request this week and discuss how we evolve alongside (or opt out of) the ever changing JavaScript syntax. Arrow functions and variable declarations take center stage, but a wide range of new(ish) JS syntax and features are discussed.

Then Feross shares his new app, Nick talks fiction books, and Jerod switches coding fonts.

You are not what you’ve been dealt. You might have heard in your life that you’ve inherited bad genes or even good genes, and from that you conclude that you’re doomed or blessed. In some cases there’s a margin of truth to that. However, the role of genes, Epigentics, and Neuroplasticity tell a different story. It’s a story of hope and opportunity for change.

The incomparable Jessica Kerr drops by with a grab-bag of amazing topics. Understanding software systems, transferring knowledge between devs, building relationships, using VS Code & Docker to code together, observability as a logical extension of TDD, and a whole lot more.