Changelog Master Feed

Ajay Royyuru and Guillermo Cecchi from IBM Healthcare join Chris and Daniel to discuss the emerging field of computational psychiatry. They talk about how researchers at IBM are applying AI to measure mental and neurological health based on speech, and they give us their perspectives on things like bias in healthcare data, AI augmentation for doctors, and encodings of language structure.

The JS Party crew discuss static site generators, our experiences with them, and what the future might hold for this ever-evolving technology.

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.

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.

***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.

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.

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.

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.

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!

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.

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...

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.

KBall, Chris, Nick, and Safia discuss how they keep a healthy relationship with dependencies in their codebase. Listen to learn how they decide when to use third-party dependencies, how they verify and validate dependencies, and how to support the ecosystem of open source libraries.

Jerod is joined by Andrew Nesbitt and Ben Nickolls to talk Octobox, their open source web app that helps you manage your GitHub notifications. They discuss how Octobox came to be, why open source maintainers love it, the experiments they're doing with pricing and business models, and how Octobox can continue to thrive despite GitHub's renewed interest in improving notifications.

***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 discuss all things inference, which involves utilizing an already trained AI model and integrating it into the software stack. First, we focus on some new hardware from Amazon for inference and NVIDIA's open sourcing of TensorRT for GPU-optimized inference. Then we talk about performing inference at the edge and in the browser with things like the recently announced ONNX JS.

In this special episode of JS Party, KBall and Nick are on location at Node + JS Interactive in Vancouver. They talks with Laurie Voss, co-founder and COO of npm Inc. They chat about his talk, "npm and the Future of JavaScript", JavaScript frameworks, and how the definition of "the fundamentals of the web" is constantly changing.

Jeremy Fuksa has had a rough few years. After deciding to go out on his own, his third year in business was filled with anxiety. Going back to working a full-time job may sound like a failure to some, but Jeremy doesn't look at it that way. He talks to me about his unique skill set, dealing with anxiety and depression, and how his recent experience has taught him some great lessons.

Adam and Jerod talk with Dominic Tarr, creator of event-stream, the IO library that made recent news as the latest malicious package in the npm registry. event-stream was turned malware, designed to target a very specific development environment and harvest account details and private keys from Bitcoin accounts. They talk through Dominic’s backstory as a prolific contributor to open source, his stance on this package, his work in open source, the sequence of events around the hack, how we can and should handle maintainer-ship of open source infrastructure over the full life-cycle of the code’s usefulness, and what some best practices are for moving forward from this kind of attack.

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.

Kyle Mathews is the founder and CEO of Gatsby, a new company he's building around an open source project of the same name. Gatsby as a project describes itself as a flexible modern website framework and blazing fast static site generator for React.js. At the macro level — Kyle's career has been focused on a better way to build and ship websites. It seems he's done just that with Gatsby's launch in late May 2015...since then he's taken on a co-founder and a seed round of $3.8M to form Gatsby Inc.

KBall, Jerod, and Nick break down some recent events in the JavaScript world. Take a dive into the recent event-stream malware attack, breaking down the State of JavaScript 2018 survey, and sharing pro tips to make your life better.

Perry Mitchell joined the show to talk about the importance of password management and his project Buttercup — an open source password manager built around strong encryption and security standards, a beautifully simple interface, and freely available on all major platforms. We talked through encryption, security concerns, building for multiple platforms, Electron and React Native pros and woes, and their future plans to release a hosted sync and team service to sustain and grow Buttercup into a business that’s built around its open source.

***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 discuss BERT, a new method of pre-training language representations from Google for natural language processing (NLP) tasks. Then we tackle Facebook's Horizon, the first open source reinforcement learning platform for large-scale products and services. We also address synthetic data, and suggest a few learning resources.

Google UX Engineer Adam Argyle joins Jerod and KBall to share all the details on VisBug, his just-released Chrome Extension that "makes any webpage feel like an artboard." Adam is passionate about doing for designers what Firebug (and later DevTools) did for developers. In this episode, he shares that passion and how it's driven him to create and open source VisBug.

In this special crossover episode of Founders Talk, Adam talks with Donald Fischer. Donald Fischer and the team at Tidelift are on a mission of making open source work better — for everyone. To pay the maintainers of open source software they are putting a new spin on a highly successful business model that’s a win-win for the maintainers as well as the software teams using the software. In this episode we dig into that backstory and Donald’s journey.

There hasn't been a new episode in a few weeks so I wanted to give you a small update. We'll be back with new episodes on December 4th.

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.

NESTED LOOPS is a JavaScript band that combines music and video with web tech to perform live at JSConf. In this episode, Jerod and Suz are joined by Jan Monschke and Kahlil Lechelt, which comprise 2/3 of the group. After sampling one of their tracks, we hear the story of how they got the band together, the journey of building a tech stack for their first live performance, and how that stack was then rewritten to be "good" for their second performance. Suz is at awe with the technologies at play. Jerod wonders if there's room in the world for musicians directly targeting JavaScript devs. A good time is had by all.

This week Adam and Jerod talk with Brian Bondy, Co-founder and CTO of Brave. They talked through the beginnings of Brave and how BAT (Basic Attention Token) could be driving the future of how we offer funding and tips to our favorite websites and content creators. Of course, they go deep into the historical and the technical details of the Brave browser and their march to Brave 1.0. The last segment of the show covers how BAT works, how it's being used, and also their interesting spin on an ad model that respects the user's privacy.

Brett Gaylor joins Chris and Daniel to chat about the recently announced winners of Mozilla's creative media awards, which focuses on exposing the impact of AI on society. These winners include a film that responds to the audience (via AI recognized emotions) and an interesting chatbot called Wanda.

In this episode, Nick talks with Ives van Hoorne about his project CodeSandbox. They chat about Ives deciding to work on it full-time, how CodeSandbox is built, some of its best features, and what lies ahead.

This week we talk with Manish Jain about Dgraph, graph databases, and licensing and re-licensing woes. Manish is the creator and founder Dgraph and we talked through all the details. We covered what a graph database is, the uses of a graph database, and how and when to choose a graph database over a relational database. We also talked through the hard subject of licensing/re-licensing. In this case, Dgraph has had to change their license a few times to maintain their focus on adoption while respecting the core ideas around what open source really means to developers.

Himani Agrawal joins Daniel and Chris to talk about how she got into data science and artificial intelligence, and offers advice to others getting into these fields. She goes on to describe the role of artificial intelligence and machine learning within AT&T and telecom in general.

Safia, Nick, Jerod, and Chris get together to talk about documentation. Documentation is *essential* in our work but it can be difficult to get buy-in. The crew talks about how you can get others to care about it in your organization, tools that make documentation easier, and some examples of companies doing it right.

Adam and Jerod talk with Angie Byron, a core contributor and staple of the Drupal community. We haven't covered Drupal really (sorry about that), but the call with Angie was inspiring! From the background, to the tech, the usage of the software, the communication at all levels of the community — Drupal is doing something SO RIGHT, and we’re happy to celebrate with them as they march on to the "Framlication" beat of their own drum.

In this new and updates show, Daniel and Chris discuss, among other things, efforts to use AI in art and efforts to make AI interfaces look human. They also discuss some learning resources related to neural nets, AI fairness, and reinforcement learning.

Adam, Jerod, and Tim get together to put a spotlight on Apple’s October 30th Mac/iPad event from a developer’s perspective. They cover the specs of the new MacBook Air and the viability of having it as a development machine, the new Mac Mini in the ever popular Space Gray, and whether or not Tim will be able to stop pulling his hair out to find an affordable, yet powerful desktop machine with it, and the gorgeous new iPad Pro.

Disclaimer: no servers were harmed in the taping of this show. We hosted a special discussion with Jeremy Daly, Kevin Ball, Nick Nisi, and Christopher Hiller on the ideas around serverless, managed services, Functions as a Service (FaaS), micro-services, nano-services, all-the-services!

Joseph Jacks, the Founder and General Partner of OSS Capital joined the show to share his plans for funding the future generation of commercial open source software based companies. This is a growing landscape of $100M+ revenue companies ~13 years in the making that’s just now getting serious early attention and institutional backing — and we talk through many of those details with Joseph. We cover the whys and hows, why OSS now, deep details around licensing implications, and we speculate the types of open source software that makes sense for the types of investing Joseph and other plan to do.

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.

KBall, Nick, and Suz MC'd a live show at Node + JS Interactive in Vancouver with Tierney Cyren (Node Foundation) and Dave Methvin (JS Foundation) to discuss the proposed merger between the JS Foundation and the Node Foundation. What's happening with the merger? What does this merger mean for everyday JavaScript developers and the ecosystem?

Jerod invites Richard Feldman back on the show to catch up on all things Elm. Did you hear? NoRedInk finally had a production runtime error, the community grew quite a bit (from 'obscure' to just 'niche'), and Elm 0.19 added some killer new features around asset optimization.

In this special bonus call, Adam and Jerod talk with Allen "Gunner" Gunn about the Sustain Summit. They talk about what it is, the kind of conversations that happen there, issues the open source community are facing right now, and how Sustain stands out from traditional "unconferences." Sustain 2017 was a big hit, and this year's event should be even better. Join us!

Chris and Daniel are back together in another news/updates show. They discuss PyTorch v1.0, some disturbing uses of AI for tracking social credit, and learning resources to get you started with machine learning.

Adam, Jerod, and Tim get together to talk about Plex! Plex is a media server which allows you to store your movies, TV shows, music, photos, etc. Turns out, you can actually use it together with an antenna to watch live TV and DVR content. They chat about what has Adam so excited, the pros and cons (or as Adam said, "trade-offs"), and how to get started.

Where does Feross get all those wonderful toys? He builds them with JavaScript, of course! BitMidi – a website for listening to your favorite MIDI files – is his latest creation. In this episode, Jerod “sits down” with Feross to learn all about it. How do MIDIs even work? Why won’t they play on the web anymore? Can WASM save the day (hint: yes)? How does Feross get so many eyeballs on his creations? Is Preact awesome for building sites like this? What’s the future of BitMidi look like? Don’t ask us, listen to the episode!

Adam and Jerod talk to Brett Cannon, core contributor to Python and a fantastic representative of the Python community. They talked through various details surrounding a talk and blog post he wrote titled "Setting expectations for open source participation" and covered questions like: What is the the purpose of open source? How do you sustain open source? And what's the goal? They even talked through typical scenarios in open source and how kindness and recognizing that there's a human on the other end of every action can really go a long way.

Eryn O'Neil grew up in the southwestern suburbs of Chicago. When it came time for college, it was easy for her to move a few states over and go to college in a small town in Iowa. She now lives in Minneapolis, and after years of being self-employed, she just finished a months-long journey to find her next job. Eryn talks to me about being the first female engineering manager at her new company, what excites her about technology, the hurdles of married life, and staying healthy in a demanding industry.

NVIDIA Chief Scientist Bill Dally joins Daniel Whitenack and Chris Benson for an in-depth conversation about 'everything AI' at NVIDIA. As the leader of NVIDIA Research, Bill schools us on GPUs, and then goes on to address everything from AI-enabled robots and self-driving vehicles, to new AI research innovations in algorithm development and model architectures. This episode is so packed with information, you may want to listen to it multiple times.

Safia, Suz, KBall and Nick get together to talk about bugs! Not those pesky things you're scared to squash because they might suddenly jump on you — this is all about JavaScript bugs; how you prevent some of the common ones, what tools you can use to reduce bugs in your code, and a panel group therapy session where they discuss the most difficult bug they've had to fix.