Today we have a very special episode, where Gerhard gets to share his favourite learnings from Steve Jobs. If it wasn’t for his determination to build a better personal computer, Gerhard would have most likely continued with a career in physics.

We know what you’re thinking: it’s crazy and impossible to interview Steve Jobs, but on his 10th memorial anniversary, Gerhard was determined to combine the things that Steve said with his passion for computers, automation, and infrastructure.

Live your life and ship your best stuff because there’s nothing like the present.

Thank you, Steve.

Big week! KBall, Nick, and JBall (nooch) dive deep in to the 2018 Node.js user survey results. What does it all mean?! They also review Ryan Dahl’s “10” regrets about Node and sound off on Microsoft’s assimilatio… err… acquisition of GitHub.

KBall interviews with Michael Chan, Juan Pablo Buriticá and Julián David Duque, and Tim Doherty at JSConf.US. Conversations about the importance of DRY code, the metaphors we use for software, JavaScript communities across Latin America, how to advocate for modern tech stacks in large companies, and fostering mentorship.

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…

In this episode, Gerhard talks to David and Marques from Equinix Metal about the importance of bare metal for steady workloads. Terraform, Kubernetes and Tinkerbell come up, as does Crossplane - this conversation is a partial follow-up to episode 15.

David Flanagan, a.k.a. Rawkode, needs no introduction. Some of you may remember Marques Johansson from The new changelog.com setup for 2019. Marques was behind the Linode Terraforming that we used at the time, and our infrastructure was simpler because of it!

This is not just a great conversation about bare metal and Kubernetes, there is also a Rawkode Live following up: Live Debugging Changelog’s Production Kubernetes 🙌🏻

We recently met up with Cormac Brick (Intel) and Mike Del Balso (Uber) at O’Reilly AI in SF. As the director of machine intelligence in Intel’s Movidius group, Cormac is an expert in porting deep learning models to all sorts of embedded devices (cameras, robots, drones, etc.). He helped us understand some of the techniques for developing portable networks to maximize performance on different compute architectures.

In our discussion with Mike, we talked about the ins and outs of Michelangelo, Uber’s machine learning platform, which he manages. He also described why it was necessary for Uber to build out a machine learning platform and some of the new features they are exploring.

Jerod Santo, Safia Abdalla, Nick Nisi, and Kevin Ball talk about progressive web apps. What are they, what do they do, what are some practical ways of using them, and more.

Chris DeBellis, a lead AI data scientist at Honeywell, helps us understand what Mask R-CNN is and why it’s useful for robot perception. We also explore how this method compares with other convolutional neural network approaches and how you can get started with Mask R-CNN.

Jerod Santo, Suz Hinton, Feross Aboukhadijeh, and Kevin Ball talk about awesome things being done with JavaScript like WebUSB, WebTorrent, and DSLs.

While covering Applied Machine Learning Days in Switzerland, Chris met El Mahdi El Mhamdi by chance, and was fascinated with his work doing AI safety research at EPFL. El Mahdi agreed to come on the show to share his research into the vulnerabilities in machine learning that bad actors can take advantage of. We cover everything from poisoned data sets and hacked machines to AI-generated propaganda and fake news, so grab your James Bond 007 kit from Q Branch, and join us for this important conversation on the dark side of artificial intelligence.

Jaana B. Dogan joined the show to talk about hardware geekery, on-boarding people into Go, the state of the feedback loop with the Go team, and her initiative to create Go Work Groups.

Ives van Hoorne is the creator of Codesandbox; an online code editor written completely in React. Although Codesandbox is written in React, it can be used to build applications for any front-end framework.

Jerod, Nick, and Chris talk with Jeff Lembeck about his tweets, the people behind npm, the need for empathy, and things they’re excited about.

In this episode Michael Jackson talks with David Khourshid about State Machines. David is a developer on the Visual Studio Live Share team at Microsoft. Recently, he’s been exploring methods of using finite state machines together with React to create predictable flows through applications that are easy to follow and test.

Chris and Daniel discuss new advances in AI research (including a creepy dancing video), how AI is creating opportunity for new chip startups, and uses of deep learning in healthcare. They also share some great learning resources, including one of Chris’s favorite online courses.

This week Emile Vauge, founder & CEO of Traefik, joins Gerhard to share a story that started as a solution to a 2000 microservices challenge, the real-world implications of shipping many times a day for years, and the difficulties of sustaining an inclusive and healthy open-source community while building a product company.

Working every day on keeping the open-source community in sync with the core team was an important lesson. The second learning was around big changes between major versions.

The journey from Travis CI to Circle CI, then to Semaphore CI and eventually GitHub Actions is an interesting one. The automation tools inspired by the Mymirca ant colony is a fascinating idea, executed well. There is more to discover in the episode.

Nick Nisi, Suz Hinton, and Jerod Santo talk about their debugging methods, the cool things that JavaScript can do but isn’t talked about much, and their opinions on Git history.

Jerod, Nick, and KBall shake off their July 4th malaise by diving deep in to ES6 Proxies, wondering how best to share components across projects, and giving their younger selves advice. Also: shout outs!

Joe Doliner (JD) joined the show to talk about productionizing ML/AI with Pachyderm, an open source data science platform built on Kubernetes (k8s). We talked through the origins of Pachyderm, challenges associated with creating infrastructure for machine learning, and data and model versioning/provenance. He also walked us through a process for going from a Jupyter notebook to a production data pipeline.

When Mikael Cho started Unsplash from its small beginning as a Tumblr blog and side project, he had no idea it would have such a huge impact and ultimately disrupt the photography industry. In this episode, Mikael shares the backstory of Unsplash, how it got started, keeping things focused, levers of growth, flipping the marketing funnel, turning free into a business, raising $7.25 million to build a new economy for photography, and the impact of an API.

This week Adam talks with John-Daniel Trask, co-founder & CEO of Raygun. Raygun is an award-winning application monitoring company founded by John-Daniel Trask (better known as JD) and Jeremy Boyd in Wellington, New Zealand. They have revenues in the 8 digits annually, and have done it with very little funding (~1.7M USD). Today’s conversation with JD shares a ton of wisdom. Listen twice and take notes.

Lindsey Zuloaga joins us to discuss bias in hiring, bias in AI, and how we can fight bias in hiring with AI. Lindsey tells us about her experiences fighting bias at HireVue, where she is director of data science, and she gives some practical advice to AI practitioners about fairness in models and data.

Sahil Lavingia is the founder and CEO of Gumroad, a platform for creators to sell the things they make. Since 2011 Gumroad has sent over $200 million dollars to creators. That’s a big number. Sahil’s ambitions lead him to believe that Gumroad would become a billion-dollar company, have hundreds of employees, and eventually IPO. That didn’t happen.

We talk through Sahil’s journey with Gumroad, why it failed to meet his goals, the path he’s on today and the things he now values…but to understand why Gumroad didn’t live up to his expectations, we really have to understand the backstory of Gumroad.

On this week’s episode, Gerhard is joined by Kathy Korevec, former Senior Director of Product at GitHub, and now Vercel’s Head of Product. Docs play an essential role in GitHub Actions, and Gerhard’s experience has proven that. Building, testing, and shipping code with GitHub Actions works better because of their excellent docs. However, the docs that Kathy pictures are not what you are imagining. She explains it best in her post, Maybe it’s time we re-think docs, which is what started this whole conversation.

The bottom line is, just as you wouldn’t ship untested code, shipping code without documentation is not optional. Today’s conversation with Kathy explains why.

This week on Ship It! Gerhard talks with Lars Wikman (independent Elixir/BEAM software consultant) why sometimes a monolith running on a single host with continuous backups and a built-in self-restore capability is everything that a small team of developers needs. That’s right, no Kubernetes or microservices. After 2 years of running changelog.com, a Phoenix monolith, on Kubernetes, what do I think? Join our discuss and find out!

Mikeal Rogers, Alex Sexton, and Rachel White discuss PWAs (Progressive Web Apps), Service Workers, and Time in JavaScript. Jenn Schiffer also joined the show to talk about Glitch, our project of the week.

In this episode Michael Jackson talks with Henry Zhu, maintainer of the hugely popular Babel project, about open source sustainability and what’s coming next for the Babel project.

Suz Hinton, Christopher Hiller, and Jerod Santo talk with Adam Baldwin about his company being acquired by NPM, the security of Node, best practices, and more.

Kevin Ball, Alex Sexton, Nick Nisi, and Christopher Hiller talk all things tooling. Build tooling, linting, formatting, IDEs, and a small tangent on Vim.

Mikeal Rogers, Alex Sexton, and Rachel White discuss all the details around Web Assembly, and the effects of higher education and JavaScript, and JS Standards.