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Machine learning at small organizations (Practical AI #207) Jan 17, 2023

Show notes

Why is ML is so poorly adopted in small organizations (hint: it’s not because they don’t have enough data)? In this episode, Kirsten Lum from Storytellers shares the patterns she has seen in small orgs that lead to a successful ML practice. We discuss how the job of a ML Engineer/Data Scientist is different in that environment and how end-to-end project management is key to adoption.

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The Changelog – Conversations with the hackers, leaders, and innovators of the software world

Featuring:

Kirsten Lum – Twitter, LinkedIn
Chris Benson – Twitter, GitHub, LinkedIn, Website
Daniel Whitenack – Twitter, GitHub, Website

Show Notes:

Something missing or broken? PRs welcome!

Premium PCB cheat sheets, a disappearing AWS dev, HyperSwitch, Servo is back at it & Cloudflare Wildebeest (Changelog News #27) Jan 16, 2023

Show notes

WestArtFactory’s premium PCB cheat sheets, Maxime Topolov tells of a disappearing AWS dev, Juspay Technologies releases HyperSwitch for payment processing, Servo gets new funding for 2023 & Cloudflare’s open source Wildebeest.

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Featuring:

Jerod Santo – Mastodon, Twitter, GitHub, LinkedIn

The principles of data-oriented programming (Changelog Interviews #522) Jan 14, 2023

Show notes

Jerod is joined by Yehonathan Sharvit, author of Data-Oriented Programming, to discuss the virtues of treating data as a first-class citizen in our applications and the four principles that make it possible.

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Square – Develop on the platform that sellers trust. There is a massive opportunity for developers to support Square sellers by building apps for today’s business needs. Learn more at changelog.com/square to dive into the docs, APIs, SDKs and to create your Square Developer account — tell them Changelog sent you.
Sentry – Working code means happy customers. That’s exactly why teams choose Sentry. From error tracking to performance monitoring, Sentry helps teams see what actually matters, resolve problems quicker, and learn continuously about their applications - from the frontend to the backend. Use the code CHANGELOG and get the team plan free for three months.
Fly.io – The home of Changelog.com — Deploy your apps and databases close to your users. In minutes you can run your Ruby, Go, Node, Deno, Python, or Elixir app (and databases!) all over the world. No ops required. Learn more at fly.io/changelog and check out the speedrun in their docs.

Featuring:

Yehonathan Sharvit – Twitter, GitHub, Website
Jerod Santo – Mastodon, Twitter, GitHub, LinkedIn

Show Notes:

Something missing or broken? PRs welcome!

The rise & fall of JS frameworks (JS Party #258) Jan 13, 2023

Show notes

KBall and Chris dive into the current JavaScript trends towards smaller frameworks, compiled JavaScript, and why Chris believes “this time is different” with regards to developers caring about network speed and reducing JS sent over the wire.

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Fly.io – The home of Changelog.com — Deploy your apps and databases close to your users. In minutes you can run your Ruby, Go, Node, Deno, Python, or Elixir app (and databases!) all over the world. No ops required. Learn more at fly.io/changelog and check out the speedrun in their docs.

Featuring:

Chris Ferdinandi – Twitter, Website
Kevin Ball – Twitter, GitHub, LinkedIn, Website

Show Notes:

Something missing or broken? PRs welcome!

How Go helped save HealthCare.gov ♻️ (Go Time #262) Jan 12, 2023

Show notes

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.

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Sponsors:

Fastly – Our bandwidth partner. Fastly powers fast, secure, and scalable digital experiences. Move beyond your content delivery network to their powerful edge cloud platform. Learn more at fastly.com
Fly.io – The home of Changelog.com — Deploy your apps and databases close to your users. In minutes you can run your Ruby, Go, Node, Deno, Python, or Elixir app (and databases!) all over the world. No ops required. Learn more at fly.io/changelog and check out the speedrun in their docs.

Featuring:

Paul Smith – Twitter, Website
Mat Ryer – Twitter, GitHub, LinkedIn, Website
Johnny Boursiquot – Twitter, GitHub, Website
Jerod Santo – Mastodon, Twitter, GitHub, LinkedIn

Show Notes:

Something missing or broken? PRs welcome!

Gerhard & Marcos — **The hard parts of platform engineering (Ship It! #85)** Jan 11, 2023
Show notes

Marcos Nils has been into platform engineering for the best part of the last decade. He helped architect & build developer platforms using VMs & OpenStack, containers with Docker, and even Kubernetes. He did this at startups with 10 people, as well as large, publicly traded companies with 1000+ software engineers.

Today we talk with Marcos about the hard parts of platform engineering.

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Sponsors:
Fastly – **Our bandwidth partner.** Fastly powers fast, secure, and scalable digital experiences. Move beyond your content delivery network to their powerful edge cloud platform. Learn more at fastly.com

Fly.io – **The home of Changelog.com** — Deploy your apps and databases close to your users. In minutes you can run your Ruby, Go, Node, Deno, Python, or Elixir app (and databases!) all over the world. No ops required. Learn more at fly.io/changelog and check out the speedrun in their docs.

Featuring:
Marcos Nils – Mastodon, Twitter, GitHub, LinkedIn
Gerhard Lazu – Twitter, GitHub, LinkedIn, Website
Show Notes:

Something missing or broken? PRs welcome!

ChatGPT goes prime time! (Practical AI #206) Jan 10, 2023

Show notes

Daniel and Chris do a deep dive into OpenAI’s ChatGPT, which is the first LLM to enjoy direct mass adoption by folks outside the AI world. They discuss how it works, its effect on the world, ramifications of its adoption, and what we may expect in the future as these types of models continue to evolve.

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Featuring:

Chris Benson – Twitter, GitHub, LinkedIn, Website
Daniel Whitenack – Twitter, GitHub, Website

Show Notes:

Something missing or broken? PRs welcome!

A simpler alternative to deleted_at, rules of thumb for better software, faking it until you automate it, the only civilized way to read online & AI and the big five (Changelog News #26) Jan 09, 2023

Show notes

Brandur Leach’s easy, alternative soft deletion strategy, Lane Wagner’s zen of proverbs, Nicolas Carlo says fake it until you can automate it, Felix A. Crux thinks feeds are the only civilized way to read online & Ben Thompson analyzes AI and the big five tech companies.

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Featuring:

Jerod Santo – Mastodon, Twitter, GitHub, LinkedIn

Don't sleep on Ruby & Rails (Changelog Interviews #521) Jan 06, 2023

Show notes

Welcome to 2023 — we’re kicking off the year talking to Justin Searls about the state of web development and why he just might write a “You Might Not Need React” post. He’s been so productive using Turbo and Stimulus (and tailwind) in Rails 7 that we had to talk about the state of Rails development today and a bunch of other fun topics around building for the web in 2023.

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Sponsors:

Sentry – Working code means happy customers. That’s exactly why teams choose Sentry. From error tracking to performance monitoring, Sentry helps teams see what actually matters, resolve problems quicker, and learn continuously about their applications - from the frontend to the backend. Use the code CHANGELOG and get the team plan free for three months.
Square – Develop on the platform that sellers trust. There is a massive opportunity for developers to support Square sellers by building apps for today’s business needs. Learn more at changelog.com/square to dive into the docs, APIs, SDKs and to create your Square Developer account — tell them Changelog sent you.

Featuring:

Justin Searls – Mastodon, Twitter, GitHub, Website
Adam Stacoviak – Mastodon, Twitter, GitHub, LinkedIn, Website
Jerod Santo – Mastodon, Twitter, GitHub, LinkedIn

Show Notes:

Searls says:

For liner notes purposes, @hsbt and @ko1 have indeed both contributed to ruby.debug but it was clearly Koichi’s baby.

Something missing or broken? PRs welcome!

New Year's Party 🪩 (JS Party #257) Jan 06, 2023

Show notes

It’s our 4th annual New Year’s party! Jerod & the gang review our (failed) resolutions from last year, discuss what’s trending in the web world, make a few predictions of our own & even set some new (probably failed) resolutions for this year.

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Changelog++ members save 2 minutes on this episode because they made the ads disappear. Join today!

Sponsors:

Fastly – Our bandwidth partner. Fastly powers fast, secure, and scalable digital experiences. Move beyond your content delivery network to their powerful edge cloud platform. Learn more at fastly.com
Fly.io – The home of Changelog.com — Deploy your apps and databases close to your users. In minutes you can run your Ruby, Go, Node, Deno, Python, or Elixir app (and databases!) all over the world. No ops required. Learn more at fly.io/changelog and check out the speedrun in their docs.
Ship It! – A podcast about getting your best ideas into the world and seeing what happens. Listen to an episode that interests you and subscribe today.

Featuring:

Jerod Santo – Mastodon, Twitter, GitHub, LinkedIn
Divya – Twitter, GitHub, LinkedIn, Website
Nick Nisi – Mastodon, Twitter, GitHub, Website
Kevin Ball – Twitter, GitHub, LinkedIn, Website
Feross Aboukhadijeh – Twitter, GitHub, Website

Show Notes:

Something missing or broken? PRs welcome!

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