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The files & folders of Go projects (Go Time #278) May 31, 2023

Show notes

Return guests Ben Johnson & Chris James join Mat & Kris to talk about the files and folders of your Go projects, big and small. Does the holy grail exist, of the perfect structure to rule them all? Or are we doomed to be figuring this out for the rest of our lives?

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Featuring:

Ben Johnson – Twitter, GitHub, Website
Chris James – Twitter, GitHub
Mat Ryer – Twitter, GitHub, LinkedIn, Website
Kris Brandow – Twitter, GitHub

Show Notes:

Something missing or broken? PRs welcome!

Controlled and compliant AI applications (Practical AI #225) May 31, 2023

Show notes

You can’t build robust systems with inconsistent, unstructured text output from LLMs. Moreover, LLM integrations scare corporate lawyers, finance departments, and security professionals due to hallucinations, cost, lack of compliance (e.g., HIPAA), leaked IP/PII, and “injection” vulnerabilities.

In this episode, Chris interviews Daniel about his new company called Prediction Guard, which addresses these issues. They discuss some practical methodologies for getting consistent, structured output from compliant AI systems. These systems, driven by open access models and various kinds of LLM wrappers, can help you delight customers AND navigate the increasing restrictions on “GPT” models.

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Changelog News – A podcast+newsletter combo that’s brief, entertaining & always on-point. Subscribe today.

Featuring:

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

Show Notes:

Something missing or broken? PRs welcome!

An API store for LLMs, DeviceScript, Nyxt: the hacker's browser, expectations debt & there's still no silver bullet (Changelog News #46) May 30, 2023

Show notes

The Gorilla team is building an API store for LLMs, DeviceScript is Microsoft’s new TypeScript programming environment for microcontrollers, Nyxt is a hackable browser written in Lisp, Morgan Housel writes about expectations debt & I issue a gentle reminder to my fellow software engineers: there’s still no silver bullet.

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Featuring:

Jerod Santo – Mastodon, Twitter, GitHub, LinkedIn

Introducing Changelog & Friends (Changelog & Friends #1) May 26, 2023

Show notes

What if your favorite conference’s hallway track continued year round? That’s the vibe we’re trying to capture with Changelog & Friends, a new Friday talk show from your friends at Changelog. In this intro episode, Adam & Jerod talk all about our new MWF plan for The Changelog , discuss what this Friends flavor is all about, and have a lot of fun along the way.

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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:

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

Show Notes:

Something missing or broken? PRs welcome!

Exciting! Exciting? !Exciting (JS Party #277) May 25, 2023

Show notes

Nick is excited to explain CVA to us like we’re five (then again like we’re 41).
KBall is excited to share details of his new stack (for the new app he’s building).
Jerod is excited to share some recent news items (but he’s the only one).

And finally, we’re all excited to debate TypeScript vs JSDoc comments!

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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
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Changelog News – A podcast+newsletter combo that’s brief, entertaining & always on-point. Subscribe today.

Featuring:

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

Show Notes:

Class Variance Authority
KBall’s new stack
- QwikCity
- Joist-ORM
Bun’s new bundler
MDN’s new Baseline
JavaScript’s new frontend framework: VanJS
- kriszyp/put-selector
- Rich Harris quote

Something missing or broken? PRs welcome!

ANTHOLOGY — Open source AI (Changelog Interviews #541) May 24, 2023

Show notes

This week on The Changelog we’re taking you to the hallway track of The Linux Foundation’s Open Source Summit North America 2023 in Vancouver, Canada. Today’s anthology episode features: Beyang Liu (Co-founder and CTO at Sourcegraph), Denny Lee (Developer Advocate at Databricks), and Stella Biderman (Executive Director and Head of Research at EleutherAI).

Special thanks to our friends at GitHub for sponsoring us to attend this conference as part of Maintainer Month.

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DevCycle – Build better software with DevCycle. Feature flags, without the tech debt. DevCycle is a Feature Flag Management platform designed to help you build maintainable code at scale.
Sentry – See the untested code causing errors - or whether it’s partially or fully covered - directly in your stack trace, so you can avoid similar errors from happening in the future. Use the code CHANGELOG and get the team plan free for three months.
Rocky Linux – Enterprise Linux, the open source community way.

Featuring:

Beyang Liu – Twitter, GitHub
Denny Lee – Mastodon, Twitter, GitHub, LinkedIn
Stella Biderman – Twitter, GitHub, LinkedIn, Website
Adam Stacoviak – Mastodon, Twitter, GitHub, LinkedIn, Website
Jerod Santo – Mastodon, Twitter, GitHub, LinkedIn

Show Notes:

The common denominator for these conversations is open source AI.

Beyang Liu and his team at Sourcegraph are focused on enabling more developers to understand code and their approach to a completely open source, model agnostic, coding assistant called Cody has significant interest from us.

Denny Lee and the team at Databricks recently released Dolly 2.0, the first open source, instruction-following LLM, that has been fine-tuned on a human-generated instruction dataset and is licensed for research and commercial use. They want to be the platform of choice the future of AI development.

Stella Biderman gave the keynote address on generative AI at the conference and works at the base layer doing open source research, model training, and AI ethics. Stella trained the EleutherAI pythia model family that Databricks’ used to create Dolly - 2.0.

Cody from Sourcegraph - Read, write, and understand code 10x faster with AI. Cody answers code questions and writes code for you by reading your entire codebase and the code graph.
Free Dolly: Introducing the World’s First Truly Open Instruction-Tuned LLM
EleutherAI - Empowering Open Source Artificial Intelligence Research

Something missing or broken? PRs welcome!

How to ace that talk (Go Time #277) May 23, 2023

Show notes

Now that you’ve aced that CFP, the gang is back to share our best tips & tricks to help you give your best conference talk ever.

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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.
Typesense – Lightning fast, globally distributed Search-as-a-Service that runs in memory. You literally can’t get any faster!

Featuring:

Natalie Pistunovich – Twitter, GitHub
Johnny Boursiquot – Twitter, GitHub, Website
Kris Brandow – Twitter, GitHub

Show Notes:

Something missing or broken? PRs welcome!

Data augmentation with LlamaIndex (Practical AI #224) May 23, 2023

Show notes

Large Language Models (LLMs) continue to amaze us with their capabilities. However, the utilization of LLMs in production AI applications requires the integration of private data. Join us as we have a captivating conversation with Jerry Liu from LlamaIndex, where he provides valuable insights into the process of data ingestion, indexing, and query specifically tailored for LLM applications. Delving into the topic, we uncover different query patterns and venture beyond the realm of vector databases.

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Changelog++ members save 1 minute 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.
Typesense – Lightning fast, globally distributed Search-as-a-Service that runs in memory. You literally can’t get any faster!

Featuring:

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

Show Notes:

Something missing or broken? PRs welcome!

Trogon, StableStudio, life after Apple, Google's problematic new TLDs & how to discuss programming languages (Changelog News #45) May 22, 2023

Show notes

Will McGugan’s Trogon auto-generates friendly TUIs for your CLI apps, Stability AI’s official open source variant of DreamStudio, John Calhoun writes about life after 26 years programming at Apple, Google’s news TLDs could be a boon to scammers & Pablo Meier documents a way to discuss programming languages.

View the newsletter

Join the discussion

Changelog++ members support our work, get closer to the metal, and make the ads disappear. Join today!

Sponsors:

Sentry – See the untested code causing errors - or whether it’s partially or fully covered - directly in your stack trace, so you can avoid similar errors from happening in the future. Use the code CHANGELOG and get the team plan free for three months.

Featuring:

Jerod Santo – Mastodon, Twitter, GitHub, LinkedIn

The ORMazing show (JS Party #276) May 19, 2023

Show notes

Nick & KBall sit down with the brilliant Stephen Haberman to discuss all things ORMs! 💻🔍

From the advantages and disadvantages of ORMs in general, to delving into the intricacies of his innovative project Joist, which brings a fresh, idiomatic, ActiveRecord-esque approach to TypeScript. 🚀

So sit back, relax, and let’s dive deep into the world of ORMs with the experts!

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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.
KBall Coaching – Free exploratory coaching sessions from JS Party co-host KBall! Click here to get started

Featuring:

Stephen Haberman – Twitter, GitHub, LinkedIn, Website
Nick Nisi – Mastodon, Twitter, GitHub, Website
Kevin Ball – Twitter, GitHub, LinkedIn, Website

Show Notes:

Something missing or broken? PRs welcome!

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