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.

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An easy guide to the top open source continuous integration, continuous delivery, and continuous deployment tools. It highlights some of the key differentiators of each project, and provides links to additional resources to learn more.

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Venn diagrams are great for explaining set operations such as UNION, INTERSECT, and EXCEPT, but they aren’t so great at explaining JOINs: A JOIN is really a cartesian product (also cross product) with a filter. Turns out there’s a better way: JOIN diagrams, which I’ve never even heard of. Click through to read all about ’em. 🤓

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That gif is worth 1k words vs me trying to explain it to ya 👇

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Itamar Turner-Trauring: How do you get a programming job with work/life balance when it seems like everyone else is willing to work long hours? By realizing that long hours are the opposite of productive, and that employment is a negotiated relationship.

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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.

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Why might you want to do this? Two reasons: Fast Feedback - Rather than having to commit/push every time you want test out the changes you are making to your main.workflow file (or for any changes to embedded GitHub actions), you can use act to run the actions locally. Local Task Runner - I love make. However, I also hate repeating myself. With act, you can use the GitHub Actions defined in your main.workflow file to replace your Makefile!

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The thing about taking notes apps is everyone likes ‘em a bit different. Here’s what the author of Notable was after: Notes are written and rendered in GitHub-flavored Markdown, no WYSIWYG, no proprietary formats, I can run a search & replace across all notes, notes support attachments, the app isn’t bloated, the app has a pretty interface, tags are indefinitely nestable and can import Evernote notes (because that’s what I was using before). If that resonates with you, click through. 😄

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A quick scroll through the must-read books and articles on this list made it clear to me that this is a winner. Great stuff inside. Also this quote from Abe Lincoln is on point: Give me six hours to chop down a tree and I will spend the first four sharpening the axe. Sounds like he’d be skilled at shaving yaks…

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

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This post from Daniel Weibel not only explains how macOS uses an outdated version of Bash, but also how to upgrade to the latest Bash via Homebrew. One thing that many macOS users don’t know is that they are using a completely outdated version of the Bash shell. However, it is highly recommended to use a newer version of Bash on macOS, because it enables you to use useful new features. $ bash --version GNU bash, version 3.2.57(1)-release (x86_64-apple-darwin18) Copyright (C) 2007 Free Software Foundation, Inc. The reason Apple uses this old version of Bash has to do with licensing. Bash 4.0 and newer uses the GNU General Public License v3 (GPLv3), which Apple doesn’t support. There are some discussions about this on Reddit. Version 3.2 of GNU Bash is the last version with a license that Apple is willing to accept, and so it sticks with it.

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HTTP View is a desktop tool for supercharged HTTP(S) debugging. It gives you one-click setup for HTTP and HTTPS interception, and all the tools you need to quickly explore, examine and understand the HTTP your code (or anybody else’s) is sending. Open source, cross-platform, and easy on the eyes. This is definitely worth a look.

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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.

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If you’ve been looking for a list of awesome GitHub Actions, you’ve found it — thanks to Sarah Drasner. Actions are triggered by GitHub platform events directly in a repo and run on-demand workflows as autoscaled containers in response. With GitHub Actions you can automate your workflow from idea to production.

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What’s cool about this is it’s not a proxy, so you don’t have to futz with certificates, proxy settings, and the like. As long as the iOS device and your Mac are on the same local network, you can view the network traffic of your apps.

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The book is free in Kindle format on Amazon AND you can listen for free on the web! We spend a lot of time advising startups. Though one-on-one advice will always be crucial, we thought it might help us scale Y Combinator if we could distill the most generalizable parts of this advice into a sort of playbook we could give YC and YC Fellowship companies. Then we thought we should just give it to everyone. This is meant for people new to the world of startups. Most of this will not be new to people who have read a lot of what YC partners have written—the goal is to get it into one place.

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A year ago Drew Devault laid out his future plans and path to sustainably working on open source full-time. Today, those plans have been realized. I don’t want to make grandiose promises right away, but I’m confident that increasing my commitment to open source to this degree is going to have a major impact on my projects. For now, my primary focus is sr.ht: its paid users make up the majority of the funding. Drew goes on to say how he’s making this leap before the needed income is actually there, so if you dig what he’s up to, you can play a part in making his choice a success. I need to clarify that despite choosing to work full-time on these projects, my income is going to be negative for a while. I have enough savings and income now that I feel comfortable making the leap, and I plan on working my ass off before my runway ends to earn the additional subscriptions to sr.ht and donations to fosspay et al that will make this decision sustainable in the long term.

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Max Stoiber shares his regrets and lessons learned from tech choices made when building Spectrum. Yes, this is the same Spectrum recently acquired by GitHub. With the benefit of hindsight, here are the technology choices I regret and the lessons I have learned. … Changing these decisions would not have made Spectrum a better product by itself. Yet, it would have saved us time and allowed us to spend more time experimenting.

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When was the last time you got REALLY EXCITED about the latest iPhone announcement? It’s been awhile for me too…I mostly get excited about improvements made to the camera. We generally expect newer models to get faster and better, right? So, progress alone makes that an expectation. Everything else is just kinda, meh. From The Economist on Medium: Smartphones revolutionized everything from shopping and dating to politics and computing itself. They are some of the most popular products ever put on sale. But after a decade-long boom, devices once seen as miraculous have become ubiquitous and even slightly boring.

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This is a nice rundown of the technical clues indicating that DocumentDB might be powered by Postgres. PostgreSQL isn’t the only DBMS that scales writes vertically and reads horizontally via replication, but when you add this all up, especially some of the specific limitations, I think it makes a pretty compelling argument that PostgreSQL is the engine powering AWS DocumentDB.

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The engine is a fork of the Quake II codebase that focuses on serving as a base for standalone games. Unlike other ports, it does not aim at being compatible with mods or the base Quake II game. In fact, many features were removed to reduce the complexity of the codebase and make the process of creating new games on top of the engine easier and faster.

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