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Practical AI Practical AI #253

Collaboration & evaluation for LLM apps

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2024-01-23T22:30:00Z #ai +1 🎧 25,952

Small changes in prompts can create large changes in the output behavior of generative AI models. Add to that the confusion around proper evaluation of LLM applications, and you have a recipe for confusion and frustration. Raza and the Humanloop team have been diving into these problems, and, in this episode, Raza helps us understand how non-technical prompt engineers can productively collaborate with technical software engineers while building AI-driven apps.

Go Time Go Time #300

300 multiple choices

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2024-01-23T21:30:00Z #go 🎧 12,572

Over the past 8 years, Go Time has published 300 episodes! In this episode, the panel discusses which ones they loved the most, some current stuff that’s in the works, what struggles the podcast has had & what we’re planning for the future.

Changelog News Changelog News #78

GitHub Actions as a time-sharing supercomputer

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2024-01-22T20:15:00Z 🎧 17,885

Alex Ellis’ new actions-batch project uses GitHub Actions as a time-sharing supercomputer, DevDocs.io combines multiple API documentations in a fast, organized, and searchable interface, Jarred Sumner announces Bun’s very own JavaScript shell, Shoelace is a forward-thinking library of web components & Martin Heinz writes an awesome guide to building an indoor air quality monitoring system with Prometheus, Grafana & a CO2 sensor.

Changelog & Friends Changelog & Friends #27

The state of homelab tech (2024)

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2024-01-19T21:00:00Z #homelab +2 🎧 20,180

Techno Tim is back with Adam to discuss the state of homelab in 2024 and the trends happening within homelab tech. They discuss homelab environments providing a safe place for experimentation and learning, network improvement as a gateway to homelab, trends in network connection speeds, to Unifi or not, storage trends, ZFS configurations, TrueNAS, cameras, home automation, connectivity, routers, pfSense, and more.

Umm, should we make these conversations between Adam and Tim more frequent?

Changelog Interviews Changelog Interviews #574

Let's talk FreeBSD (finally)

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2024-01-17T22:30:00Z #bsd +2 🎧 19,702

This week we’re joined by FreeBSD & OpenZFS developer, Allan Jude, to learn all about FreeBSD. Allan gives us a brief history of BSD, tells us why it’s his operating system of choice, compares it to Linux, explains the various BSDs out there & answers every curious question we have about this powerful (yet underrepresented) Unix-based operating system.

Practical AI Practical AI #252

Advent of GenAI Hackathon recap

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2024-01-17T20:00:00Z #ai 🎧 23,166

Recently, Intel’s Liftoff program for startups and Prediction Guard hosted the first ever “Advent of GenAI” hackathon. 2,000 people from all around the world participated in Generate AI related challenges over 7 days. In this episode, we discuss the hackathon, some of the creative solutions, the idea behind it, and more.

Go Time Go Time #299

All about Kafka

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2024-01-16T21:00:00Z #go +1 🎧 15,513

In this episode Matt joins Kris & Jon to discuss Kafka. During their discussion they cover topics like what problems Kafka helps solve, when a company should start considering Kafka, how throwing tech like Kafka at a problem won’t fix everything if there are underlying issues, complexities of using Kafka, managing payload schemas, and more.

Changelog News Changelog News #77

A plea for lean software

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2024-01-15T21:30:00Z 🎧 18,529

Niklaus Wirth makes his plea for lean software, PocketBase puts your entire backend in 1 file, Vanna is a Python RAG framework for accurate text-to-SQL generation, Henrik Karlsson wants you to think more about what to focus on & Calvin Wankhede shares how he built a fully offline smart home (and you should too).

JS Party JS Party #307

htmx: a new old way to build the web

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2024-01-12T15:15:00Z #javascript +2 🎧 13,159

Carson Gross (creator of htmx) & Alex Russell (Mr. Web Platform 3000) join Amal for an EPIC discussion on web architectures, the evolution of rendering patterns & the advantages of hypermedia and htmx. We dive deep on why modern web app best practices are falling short & explore how htmx gives devs an HTML-first approach to use tech that’s over 20 years old.

Tune in to learn a new way to do something old, so you can simplify your code & use JavaScript when/where it’s uniquely able to shine ✨

Changelog Interviews Changelog Interviews #573

Amazon's silent sacking

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2024-01-11T21:00:00Z #cloud +2 🎧 20,195

Justin Garrison joins us to talk about Amazon’s silent sacking, from his perspective. He should know. He works there. Well, as of yesterday he quit. We discuss how the cloud and Kubernetes have transformed the way software is developed and deployed, the impact silent layoffs have on employees and their careers, speaking out about workplace issues (the right way), how changes in organizational structure can lead to gaps in expertise and responsibility which can lead to potential outages and slower response times.

By the way, we officially let the cat off out of the bag in this episode. Justin has joined the ranks here at Changelog and is taking over as the host of Ship It! Expect new episodes soon.

Practical AI Practical AI #251

AI predictions for 2024

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2024-01-10T19:30:00Z #ai +1 🎧 30,319

We scoured the internet to find all the AI related predictions for 2024 (at least from people that might know what they are talking about), and, in this episode, we talk about some of the common themes. We also take a moment to look back at 2023 commenting with some distance on a crazy AI year.

Changelog News Changelog News #76

The I in LLM stands for intelligence

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2024-01-08T20:30:00Z 🎧 19,509

Daniel Stenberg is frustrated with the state of AI tooling for finding security bugs, Brian Birtles is surprised by weird things engineers believe about web dev, Feross Aboukhadijeh details the fallout from a nasty npm prank, Rob Pike shares what he thinks they got right and wrong with Go & Gavin Howard writes up why he believes “all code is tech debt” is all wrong.

Changelog Interviews Changelog Interviews #572

Dear new developer

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2024-01-04T13:00:00Z #culture +1 🎧 20,860

Hello 2024! We’re kicking off the year with Dan Moore, author of ‘Letters to a New Developer’ — a blog series of letters of what Dan wished he had known when starting his developer career. We discuss the value of online communities for new developers, the importance of communication skills, and the need to stay relevant in a rapidly changing industry. Dan shares his best advice for new developers, including the importance of saying no, leaving code better than you found it, and the value of skill stacking. So much wisdom and advice in this episode!

JS Party JS Party #305

What's next in JavaScript (a TC39 update)

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2023-12-20T21:30:00Z #javascript +2 🎧 14,357

Daniel Ehrenberg (software engineer at Bloomberg, web standards author / champion & VP of ECMA International) joins us to discuss new features that have landed in JavaScript and to preview what’s cooking in various standards bodies across the web platform.

We cover a wide array (get it?) of topics from improvements to built-ins such as Promises, Maps & Sets, as well as new primitives like Records, Tuples & Temporal. We round out this epic discussion with a look at cross-project standardization efforts like WinterCG, open source sustainability & how Bloomberg’s open source program gives back in important projects in the web ecosystem.

Practical AI Practical AI #250

Open source, on-disk vector search with LanceDB

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2023-12-19T19:40:00Z #ai +3 🎧 27,881

Prashanth Rao mentioned LanceDB as a stand out amongst the many vector DB options in episode #234. Now, Chang She (co-founder and CEO of LanceDB) joins us to talk through the specifics of their open source, on-disk, embedded vector search offering. We talk about how their unique columnar database structure enables serverless deployments and drastic savings (without performance hits) at scale. This one is super practical, so don’t miss it!

Changelog Interviews Changelog Interviews #570

ANTHOLOGY — The technical bits

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2023-12-15T22:00:00Z #postgresql +2 🎧 18,083

This week we’re taking you to the hallway track of All Things Open 2023 in Raleigh, NC. Today’s episode features: Heikki Linnakangas (Co-founder of Neon and Postgres hacker), Robert Aboukhalil (Bioinformatics software engineer) working on bringing desktop apps to the web with Wasm, and Scott Ford who loves taking a codebase from brown to green at Corgibytes.

Practical AI Practical AI #249

The state of open source AI

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2023-12-12T19:45:00Z #oss +1
🎧 29,100

The new open source AI book from PremAI starts with “As a data scientist/ML engineer/developer with a 9 to 5 job, it’s difficult to keep track of all the innovations.” We couldn’t agree more, and we are so happy that this week’s guest Casper (among other contributors) have created this resource for practitioners.

During the episode, we cover the key categories to think about as you try to navigate the open source AI ecosystem, and Casper gives his thoughts on fine-tuning, vector DBs & more.

Changelog News Changelog News #74

Open source LLMs are catching up

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2023-12-11T20:00:00Z 🎧 21,390

A group of researchers set out to test claims that its open source rivals had achieved parity (or even better) with ChatGPT on certain tasks, Richard Hipp and his team have rewritten SQLite’s text-based JSON functions, Ratatui is a Rust crate for cooking up TUIs, Morris Brodersen built a complex app in vanilla JS as a case study & Headscale is Kristoffer Dalby’s open source, self-hosted implementation of the Tailscale control server.

Changelog Interviews Changelog Interviews #569

Hare aims to be a 100 year language

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2023-12-06T22:00:00Z #oss 🎧 19,979

This week on The Changelog we’re joined by Drew DeVault, talking about the Hare programming language. From the website, Hare is a systems programming language designed to be simple, stable, and robust. When we asked Drew why he created it, he said “[because] I wanted it to exist, and it did not exist.” Wise words.

We discuss Hare (of course), why he’s so passionate about all things open source, the state of the language, fostering a culture that values stability, and oddly enough — what it takes to make a peanut butter and jelly sandwich.

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