Changelog Master Feed

In the wake of the coronavirus outbreak being declared a global pandemic and a national emergency here in the United States as well as many other countries around the world, it would be extremely difficult to have a serious conversation here on Brain Science that's not colored by today's very serious events. Mireille and Adam discuss the anxiety, fear, and panic that many may be facing. How do we navigate the unseeable unknown? How should we respond to change and the state of the world we are now living in? Don't panic. Prepare for change. Be adaptable. Be resilient.

Emily Robinson, co-author of the book Build a Career in Data Science, gives us the inside scoop about optimizing the data science job search. From creating one's resume, cover letter, and portfolio to knowing how to recognize the right job at a fair compensation rate. Emily's expert guidance takes us from the beginning of the process to conclusion, including being successful during your early days in that fantastic new data science position.

We sit down with Tobias Koppers of webpack fame to talk about his life as a full-time maintainer of one of the most highly used (4 million+ dependent repos!) and influential tools in all of the web. Things we ask Tobias include: how he got here, how he pays himself, has he ever gotten a raise, what his typical day is like, how he decides _what_ to work on, if he pays attention to the competition, and if he's ever suffered from burnout.

This week we're talking about building technical courses! From video courses to written courses, we'll give you our tips for building an effective and memorable course.

Johnny and John welcome Thorsten Ball back to the show. This time we're talking power tools! Editors, operating systems, containers, cloud providers, databases, and more. You name it, we probably talk about.

We partnered with Red Hat to promote Season 4 of Command Line Heroes — a podcast about the people who transform technology from the command line up. Season 4 is all about hardware that changed the game. We’re featuring episode 3 from season 4 — called "Personal Computers: The Altair 8800 and the Dawn of a Revolution." This is the story of personal computers and the revolution that took place in the PC era. Learn more and subscribe at redhat.com/commandlineheroes.

Matthew Hodgson (technical co-founder) joined us to talk about Matrix - an open source project and open standard for secure, decentralized, real-time communication. It's open source, it's decentralized, it's end-to-end-encrypted, and it's also self-sovereign. Matrix also provides a bridge feature to bridge existing platforms and communication silos into a global open matrix of communication. A recent big win for Matrix was Mozilla's announcement of switching off its IRC network that it had been using for 22 years and now uses Matrix instead.

Matt Brems from General Assembly joins us to explain what "data science" actually means these days and how that has changed over time. He also gives us some insight into how people are going about data science education, how AI fits into the data science workflow, and how to differentiate yourself career-wise.

Dustin Schau joins the party to talk about the state of Gatsby and the changes and improvements to it in the last year. We talk about what Gatsby delivers to the front end and how it does it quickly with improvements to the build system. Dustin also fields our questions and talks about Gatsby Cloud and where things are going.

Mireille and Adam discuss the power of choice as it relates to our locus of control, decision making, and the changes we want to make in our lives. Emotions play a role in decision making as do our values and the perceived payout. When we are aware of the choices we make, we have the capacity to change them and henceforth, the direction of our lives, and the way we feel.

In this episode Jaana and Mat are joined by Daniel and Miriah to dive into AI in Go. Why has python historically had a bigger foothold in the AI scene? Is machine learning in Go growing? What libraries and tools are out there for someone looking to get started with AI? And where do you start if you don't have enough data for your own models?

We are a party-themed podcast, so FUN is at the heart of every episode. One way we keep things fun is by mixing it up and trying new things. We play games like JS Jeopardy... (clip from episode #112) debate hot topics like should websites work without JS... (clip from episode #87) discuss and analyze the news... (clip from episode #94) share wisdom we've collected over the years... (clip from episode #106) interview amazing devs like John Resig and Amelia Wattenberger... and a whole lot more. Oh, and did I mention we record the show live? You can be part of the hijinx each and every Thursday at changelog.com/live. This is JS Party! Please listen to a recent episode that piques your interest and subscribe today. We'd love to have you with us.

Frank Karlitschek joined us to talk about Nextcloud - a self-hosted free & open source community-driven productivity platform that's safe home for all your data. We talk about how Nextcloud was forked from ownCloud, successful ways to run community-driven open source projects, open core vs open source, aligned incentives, and the challenges Nextcloud is facing to increase adoption and grow.

Craig Wiley, from Google Cloud, joins us to discuss various pieces of the TensorFlow ecosystem along with TensorFlow Enterprise. He sheds light on how enterprises are utilizing AI and supporting AI-driven applications in the Cloud. He also clarifies Google's relationship to TensorFlow and explains how TensorFlow development is impacting Google Cloud Platform.

KBall interviews Brian Leroux in a wide-ranging discussion covering "Progressive Bundling" with native ES Modules, building infrastructure as code, and what the future of JamStack and serverless deployment might look like.

Newsletters play a unique role for developers. As the Go community continues to grow and mature, these newsletters provide a much-needed filter for the oft overwhelming stream of new articles, talks, and libraries produced by the community on a weekly basis. In this episode Johnny, Jon, and Mat are joined by Peter Cooper of the Golang Weekly newsletter to discuss his role as a newsletter curator. We explore difficult topics that touch on ethics and responsibilities of a curator and of course, the impact Peter and his team have on shaping, at least in part, what many in the Go community get exposed to.

Expanding AI technology to the local languages of emerging markets presents huge challenges. Good data is scarce or non-existent. Users often have bandwidth or connectivity issues. Existing platforms target only a small number of high-resource languages. Our own Daniel Whitenack (data scientist at SIL International) and Dan Jeffries (from Pachyderm) discuss how these and related problems will only be solved when AI technology and resources from industry are combined with linguistic expertise from those on the ground working with local language communities. They have illustrated this approach as they work on pushing voice technology into emerging markets.

Divya leads a deep discussion with Jerod, KBall, and Nick on what's stagnating in browsers. What has remained the same in browser tech over the last 20 years that remains a pain point in working with browsers? For example - Focus in browsers hasn't changed much in 20 years. Why is that and how do we go about making all the stale things in browser tech better?

Stephanie Morillo (content strategist and previously editor-in-chief of DigitalOcean and GitHub's company blogs) wrote a book titled The Developer's Guide to Content Creation — it's a book for developers who want to consistently and confidently generate new ideas and publish high-quality technical content. We talked with Stephanie about why developers should be writing and sharing their ideas, crafting a mission statement for your blog and thoughts on personal brand, her 4 step recipe for generating content ideas, as well as promotional and syndication strategies to consider for your developer blog.

Interfaces are everywhere in Go. The basic error type is an interface, writing with the `fmt` package means you are probably using an interface, and there are countless other instances where they pop up. In this episode Mark, Mat, Johnny, and Jon discuss interfaces at length, exploring what they are, how they are using them in their own projects, as well as tips for how you can leverage them in your own code.

Mireille and Adam discuss the mechanism of attention as an allocation of one's resources. If we can think of attention as that of a lens, we can practice choosing what we give our attention to recognizing that multiple things, both externally and internally, routinely compete for our attention. Distraction can also be useful when we utilize it intentionally to manage the focus of our attention.

Caleb Porzio is the creator & maintainer of Livewire, AlpineJS, and more. His latest open source endeavor was announced as "sponsorware", which means it lived in a private repo (only available to Caleb's GitHub Sponsors) until he hit a set sponsorship threshold, at which point it was open sourced. On this episode, we talk through this sponsorware experiment in-depth. We learn how he dreamt it up, how it went (spoiler: very well), and how he had to change his mindset on 2 things in order to make sustainability possible.

Daniel and Chris hang out with Mike McCourt from Invoca to learn about the natural language processing model architectures underlying Signal AI. Mike shares how they process conversational data, the challenges they have to overcome, and the types of insights that can be harvested.

Yetunde Dada from QuantumBlack joins Jerod for a deep dive on Kedro, a workflow tool that helps structure reproducible, scaleable, deployable, robust, and versioned data pipelines. They discuss what Kedro's all about and how it's "changing the landscape of data pipelines in Python", the ins/outs of open sourcing Kedro, and how they found early success by sweating the details. Finally, Jerod asks Yetunde about her passion project: a virtual reality film which debuted at the Sundance Film Festival in January.

KBall and Nick dive deep with Chris Manson and Jen Weber from the Ember core team. They talk about Ember.js: What it is, why it's different, what's new in the Ember Octane release, and what's exciting in the future of the project.

Telemetry is tricky to get started with. What metrics should you be tracking? Which metrics are important? Will they help you predict and avoid potential issues? When is a good time to start? Should you put it off until later? In this episode we discuss some common metrics to collect, how to get started with telemetry, and more with guest Dave Blakey of Snapt.

We teamed up with some friends of ours at Heroku to promote the Code-ish podcast so we're sharing a full-length episode right here in the JS Party feed. This episode features Owen Ou, who is joined by Tanmai Gopal (CEO of Hasura) talking about the pros and cons of using GraphQL in your application. Learn more and subscribe at heroku.com/podcasts/codeish.

Daniel and Chris explore Semantic Scholar with Doug Raymond of the Allen Institute for Artificial Intelligence. Semantic Scholar is an AI-backed search engine that uses machine learning, natural language processing, and machine vision to surface relevant information from scientific papers.

The State of JS 2019 survey left many in awe of the beautifully rendered line graph created by Amelia Wattenberger. So we've brought her on JS Party to discuss how she built it! We'll chat about all things D3, a JavaScript library for creating data visualizations, and even learn a bit about the CSS cascade.

Johnny and Jon are joined by Andy Williams to talk about some of the unusual ways developers are using Go. In this particular episode they deep dive into building GUIs and discuss all of the challenges imposed by trying to build a UI that is both cross platform and functional. How do you create buttons that work on both mobile and a desktop app? Should you even be designing both apps at the same time? Tune in to find out!

Jon Thornton (Engineering Manager at Squarespace) joined the show to talk about tech debt by way of his post to the Squarespace engineering blog titled "3 Kinds of Good Tech Debt". We talked through the concept of "good tech debt," how to leverage it, how to manage it, who's in charge of it, how it's similar to ways we leverage financial debt, and how Squarespace uses tech debt to drive product development.

Mireille and Adam discuss shame as an emotional and experiential construct. We dive into the neural structures involved in processing this emotion as well as the factors and implications of our experience of shame. Shame is a natural response to the threat of vulnerability and perception of oneself as defective or inherently "not enough."

We partnered with Red Hat to promote Season 4 of Command Line Heroes — a podcast about the people who transform technology from the command line up. Season 4 is all about hardware that changed the game. We’re featuring episode 1 from season 4 — called "Minicomputers: The soul of an old machine." This is the story of Minicomputers and how they paved the way for the personal computers that could fit in a bag and, eventually, the phones in our pockets. Learn more and subscribe at redhat.com/commandlineheroes.

Daniel and Chris do a deep dive into The AI Index 2019 Annual Report, which provides unbiased rigorously-vetted data that one can use "to develop intuitions about the complex field of AI". Analyzing everything from R&D and technical advancements to education, the economy, and societal considerations, Chris and Daniel lay out this comprehensive report's key insights about artificial intelligence.

Anders Damsgaard is a climate science researcher working on cryosphere processes at the Department of Geophysics at Stanford University. He joined the show to talk with us about the intersection of open source and climate science. Specifically, we discuss a set of shell tools he created called The Scholarref Tools which allow you to perform most of the tasks required to gather the references needed during the writing phase of an academic paper. We also discuss climate science, physics, self hosting Git, and why Anders isn't present on any "social" networks.

It's a new year which means companies are hiring and developers are interviewing. So we thought it would be fun to host a fun game of technical Jeopardy.

Carmen, Mat, and Jon are joined by Steve Francia and Julie Qiu to discuss the new Go.dev website. What was the motivation behind it? What technology was used to build it? How are they working to make package discovery better? And what resources are there to help you convince your manager to use Go on that upcoming project?

Production ML systems include more than just the model. In these complicated systems, how do you ensure quality over time, especially when you are constantly updating your infrastructure, data and models? Tania Allard joins us to discuss the ins and outs of testing ML systems. Among other things, she presents a simple formula that helps you score your progress towards a robust system and identify problem areas.

Mike McDerment is the founder and CEO of FreshBooks. Believe it or not, Mike became a founder by accident. Like many of us, Mike had an itch that he just had to scratch. One thing led to another and soon enough FreshBooks became a key tool in the belt of many freelancers and agencies looking for an easy way to send invoices and get paid quickly online. We talk through the early days of FreshBooks and how things came to be, why they created a secret competitor to iterate on a bold idea for the future of FreshBooks, and we also cover what keeps Mike excited.

We teamed up with some friends of ours at Heroku to promote the Code-ish podcast so we're sharing a full-length episode right here in The Changelog’s feed. This episode features Chris Castle with special guests Carol Nichols and Jake Goulding talking about the strengths of the Rust programming language. Learn more and subscribe at heroku.com/podcasts/codeish.

Did you know you can make a device vibrate via a webpage? Neither did we until we popped open Luigi De Rosa's super cool repo that collects many of the lesser known things browsers can do in 2020. On this episode we hang out on his list and discuss which APIs were surprises to us, which we think are the most useful, which we wish would die in a fire (sorta), and what you might get if you mash up a few of these APIs.

Mireille and Adam dig deeper into empathy as a construct. What key brain structures are involved? How can we better understand empathy to be able to better navigate ourselves and our relationships with others both at home and in the workplace?

In this episode, we're joined by Kelsey Hightower to discuss the evolution of cloud infrastructure management, the role Kubernetes and its API play in it, and how we, as developers and operators, should be adapting to these changes.

The commercial VPN industry is a minefield to navigate and many open source solutions are a pain to use or ill-suited for the task. Algo VPN, on the other hand, is a self-hosted personal VPN designed for ease of deployment and security. It uses the securest industry standards, builds on rock-solid solutions like WireGuard and Ansible, and runs on an ever-growing list of cloud hosting providers. On this episode Dan Guido –CEO of security firm Trail of Bits and Algo's creator– joins Jerod to discuss the project in depth.

One of the things people most associate with AI is automation, but how is AI actually shaping automation in manufacturing? Costas Boulis from Bright Machines joins us to talk about how they are using AI in various manufacturing processes and in their "microfactories." He also discusses the unique challenges of developing AI models based on manufacturing data.

KBall, Divya, Mikeal, and Feross dig deep into refactoring. When to do it, best practices, things to watch out for, and the difference between a refactor and a rewrite. We then close out with some key pro tips.

We teamed up with some friends of ours at Heroku to promote the Code-ish podcast so we're sharing a full-length episode right here in the Go Time feed. This episode features Johnny Boursiquot (Go Time panelist) on the mic with guests Edward Muller and Rishabh Wason talking about Go at Heroku. Learn more and subscribe at heroku.com/podcasts/codeish.

Welcome to 2020 — on this year’s “State of the ‘log’” episode Jerod and I look back at our favorite moments from 2019 and forward to 2020 and beyond. We talk through our most popular episodes, our personal favorites, our 10-year anniversary, the excitement we have for Brain Science our newest podcast, it's for the curious! And we also look forward to plans we have for 2020 and the decade to come...

Jaana, Jon, and Mat are joined by John Graham-Cumming, the CTO of Cloudflare, to discuss Go at Cloudflare along with John's unique involvement in Gordon Brown's apology to Alan Turing. How did Cloudflare get started with Go? What problems do they use Go for and when to they turn to other languages? And how exactly did John's petition for an apology to Turing get so popular?

Mireille and Adam discuss goal setting and the different types of goals we set. We reflect on how can you set goals that work for you and measure them. We also talk about how you go about building the behaviors that align with your identity and resistance we face when we do this. We also share our 2020 goal for Brain Science. This is a must-listen episode to get a grounded perspective in planning your goals for this year and decade.