We are on the other side of “big data” hype, but what is the future of analytics and how does AI fit in? Till and Adithya from MotherDuck join us to discuss why DuckDB is taking the analytics and AI world by storm. We dive into what makes DuckDB, a free, in-process SQL OLAP database management system, unique including its ability to execute lighting fast analytics queries against a variety of data sources, even on your laptop! Along the way we dig into the intersections with AI, such as text-to-sql, vector search, and AI-driven SQL query correction.

Shay Banon, the creator of Elasticsearch, joins us to discuss pulling off a reverse rug pull. Yes, Elasticsearch is open source, again! We discuss the complexities surrounding open source licensing and what made Elastic change their license, the implications of trademark law, the personal and business impact of moving away from open source, and ultimately what made them hit rewind and return to open source.

Yasir Ekinci joins Johnny & Mat to talk about how virtually every Observability vendor is rushing to add Generative AI capabilities to their products and what that entails from both a development and usability perspective.

Will Crichton wishes some naming conventions would die already, GitHub user brjsp noticed that Bitwarden’s new SDK dependency isn’t open source, Joaquim Rocha details his forking best practices, Sophie Koonin explains why you should go to conferences & Mike Hoye puts WordPress on SQLite.

Zac Smith left his role leading Equinix Metal in June of 2023. Since then, he’s been thinking deeply about the present and potential future of data centers, OEMs, chip makers & more.

Adam Jacob remains optimistic about the future for infrastructure and is building new ideas to make it better.

This week we’re going back in time to one of our top performing shows of all time where we talk with Matt Rickard about his blog post Reflections on 10,000 Hours of Programming. These reflections are about deliberately writing code for 10,000 hours. Most don’t apply to beginners. He was clear to mention that these reflections are purely about coding, not career advice or soft skills. If you count the reflections we cover on the show and be the first to comment the amount of reflections on this thread in Zulip, we’ll give you a coupon code to use for a 100% free t-shirt from the merch store. Good luck…

KBall interviews Jerod about the tools he uses in development, podcasting & business. We start with text editors & terminal tools, move to podcast recording & editing tools, discuss the open source podcasting platform Jerod built in Elixir, then finish with tools to run a small business & our approaches to genAI. Oh, and you don’t want to miss Jerod’s Big Confession!

Workflow orchestration has always been a pain for data scientists, but this is exacerbated in these AI hype days by agentic workflows executing arbitrary (not pre-defined) workflows with a variety of failure modes. Adam from Prefect joins us to talk through their open source Python library for orchestration and visibility into python-based pipelines. Along the way, he introduces us to things like Marvin, their AI engineering framework, and ControlFlow, their agent workflow system.

Nicholas Bloom finds WFH is powering a productivity boom, Matt Mullenweg has decided that WP Engine’s beatings will continue until morale improves, Levels.fyi has added a salary heat map, Gareth Edwards highlights just how fragile the Internet really is & Artem Zakirullin details how cognitive load is what really matters in software development.

Go Time co-host, Johnny Boursiquot, joins Adam & Jerod to discuss not making the (first) cut, applying Founder Mode, being a cog (or not), realizing that companies are posting fake engineering jobs & the (maybe) imminent demise of the .io TLD.

Lili Cosic’s experience at different companies & communities has given her insights into what’s important & when to adapt to learn new (or old) things.

John Nunemaker joins us to share his new thesis for acquiring Rails based SaaS apps. He’s early days on his next big thing called Very Good Software and recently acquired Fireside, a podcast hosting service started by Dan Benjamin. This comes after many years since John’s acquisition of a lifetime of Speakerdeck to GitHub, which laid the foundation for these moves.

Jerod & KBall discuss a trio of goings on in/around the web dev world: Evan You’s new startup, Matt Mullenweg’s WordPress mess & Ryan Carniato’s WebComponents debate.

The last time we did a roundup of our unpopular opinion polls, it was November of 2021!
That’s too long ago, so today we fix that bug. Join Go Time producer, Jerod Santo, as he ranks & reviews the most (un)popular opinions of 2022.

As Argilla puts it: “Data quality is what makes or breaks AI.” However, what exactly does this mean and how can AI team probably collaborate with domain experts towards improved data quality? David Berenstein & Ben Burtenshaw, who are building Argilla & Distilabel at Hugging Face, join us to dig into these topics along with synthetic data generation & AI-generated labeling / feedback.

A bias against hyperlinking has developed on platforms, GitHub engineering continues to evolve Issues, Evan You announces VoidZero, some companies are only pretend hiring & Klaas van Schelven asks: does it scale (down)?

Dave Eddy has learned systems programming the traditional way with books and man pages. Now he’s sharing what he’s learned, starting with bash.

Abi Noda, co-founder and CEO at DX, joins the show to talk through data shared from the Stack Overflow 2024 Developer Survey, why devs are really unhappy, and what they’re doing at DX to help orgs and teams to understand the metrics behind their developer’s happiness and productivity.

Tomek Sułkowski from TutorialKit joins Jerod to tell him all about the open source toolkit for creating awesome, interactive tutorials without having to code up the hard parts.

In this episode, we will be talking to Russ Cox, who joined the Go team at Google in 2008 and has been the Go project tech lead since 2012, about stepping back & handing over the reins to Austin Clements, who will also join us! We also have Cherry Mui, who is stepping into Austin’s previous role as tech lead of the “Go core”.

We are constantly hearing about disillusionment as it relates to AI. Some of that is probably valid, but Mike Lewis, an AI architect from Cincinnati, has proven that he can consistently get LLM and GenAI apps to the point of real enterprise value (even with the Big Cos of the world). In this episode, Mike joins us to share some stories from the AI trenches & highlight what it takes (practically) to show what is possible, doable & scalable with AI.

Jerod is joined by the co-hosts of core.py , Pablo Galindo & Łukasz Langa, a podcast about Python internals by people who work on Python internals. Python 3.13 is right around the corner, which means the Global Interpeter Lock (GIL) is now experimentally optional! This is a huge deal as Python is finally free-threaded. There’s more to discuss, of course, so we get into all the gory details.

OpenFreeMap puts OpenStreetMap data on your website for free, Fatih Arslan builds a Dieter Rams inspired iPhone dock, Joseph Gentle thinks the Rust programming language feels like a first-gen product & the web dev community is debating the viability of Web Components once again.

Nick Nisi joins Adam and Jerod to talk about Karaoke, ARC and the business model of web browsers, this WordPress drama, and an epic bonus for Changelog ++ subscribers.

The ability to learn on the job has been a critical skill for David Beale throughout his career. Is the job market not allowing that anymore?

Jerod is joined by Ryan Dahl to discuss his second take on leveling up JavaScript developers all around the world. Jerod asks Ryan why not try to fix or fork Node instead of starting fresh, how Deno (the open source project) can avoid the all too common rug pull (not cool) scenario, what’s new in Deno 2 & their pragmatic decision to support npm, they talk JSR, they talk Deno KV & SQLite, they even talk about Ryan’s open letter to Oracle in an attempt to free the unused “JavaScript” trademark from the giant’s clutches.

Jerod is joined by Ryan Dahl to discuss his second take on leveling up JavaScript developers all around the world. Jerod asks Ryan why not try to fix or fork Node instead of starting fresh, how Deno (the open source project) can avoid the all too common rug pull (not cool) scenario, what’s new in Deno 2 & their pragmatic decision to support npm, they talk JSR, they talk Deno KV & SQLite, they even talk about Ryan’s open letter to Oracle in an attempt to free the unused “JavaScript” trademark from the giant’s clutches.

Seems like we are hearing a lot about GraphRAG these days, but there are lots of questions: what is it, is it hype, what is practical? One of our all time favorite podcast friends, Prashanth Rao, joins us to dig into this topic beyond the hype. Prashanth gives us a bit of background and practical use cases for GraphRAG and graph data.

Tech twitter (“tech X”?) is abuzz with Paul Graham’s Founder Mode essay. How does that affect you or come into play when you’re not a founder? Does it matter at all to you, your projects & your code?