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SummarySean Goedecke, a staff engineer on GitHub's Copilot team and a prominent voice in software development, shares his unique frameworks for software engineering and improving programmer productivity. In this episode, discover how understanding the distinction between "pure" and "impure" engineering can impact software projects and career growth in tech. Sean breaks down the idea of "legible" vs. "illegible" work, challenges conventional approaches centered around Jira ticket queues, and discusses the evolving role of AI in software engineering. This conversation also touches on the dynamics of engineering culture and how ambitious engineers can thrive beyond typical performance metrics. Plus, Sean responds to some of his most compelling Hacker News comments live on the show, providing fresh insights into balancing productivity with impactful work.LinksSean’s website: seangoedecke.com Blog post: Pure and impure software engineering: https://www.seangoedecke.com/pure-and-impure-engineering/ Blog post: The good times in tech are over: https://www.seangoedecke.com/good-times-are-over/ Blog post: 2025 was an excellent year for this blog: https://www.seangoedecke.com/2025-wrapup/ Seeing like a state book: https://www.goodreads.com/book/show/20186.Seeing_Like_a_State HostsOvercommitted: https://overcommitted.devBethany Janos: https://github.com/bethanyj28Brittany Ellich: https://brittanyellich.comErika Eggemeyer (Eggyhead): https://github.com/eggyhead

Josh chats with Brad Axen from Block about his creation Goose as well as the Agentic AI Foundation (AAIF). I am quite skeptical of many AI claims, but Brad has a very pragmatic view about where things are today and where we might see them head. Donating Goose to the AAIF is great news as well as seeing MCP and AGENTS.MD in the foundation. We discuss how to deal with the problem of raising up junior developers, challenges of AI PRs, and some thoughts on how to get started if you're interested in AI development. The show notes and blog post for this episode can be found at

Josh chats with Brad Axen from Block about his creation Goose as well as the Agentic AI Foundation (AAIF). I am quite skeptical of many AI claims, but Brad has a very pragmatic view about where things are today and where we might see them head. Donating Goose to the AAIF is great news as well as seeing MCP and AGENTS.MD in the foundation. We discuss how to deal with the problem of raising up junior developers, challenges of AI PRs, and some thoughts on how to get started if you're interested in AI development. The show notes and blog post for this episode can be found at

Gerhard is back for Kaizen 22! We're diving deep into those pesky out-of-memory errors, analyzing our new Pipedream instance status checker, and trying to figure out why someone in Asia downloads a single episode so much.

Summary:In this episode of the Overcommitted Podcast, host Bethany and co-host Brittany Ellich dive into software engineering education with Sam Rose, a developer educator at Ngrok. Sam shares his journey from software engineering to education, emphasizing his innovative approach to improving programmer productivity through visual interactive essays that simplify complex technical concepts like large language models (LLMs). He also discusses his work on prompt caching, aiming to enhance software projects by making technical knowledge more accessible to engineers and practitioners.The conversation explores Sam's unique teaching methods, focusing on visualization and interaction as key tools in software development and career growth within tech careers. Sam reflects on his transition from an engineering role to an educator, sharing insights into the challenges of this career shift, the importance of feedback, and how his personal experiences influence his work. The episode concludes with a playful segment inspired by Sam's educational approach, highlighting the integration of engineering culture with interactive learning.Tune in for an engaging discussion that blends software engineering, education, and work-life balance, offering valuable insights for anyone interested in advancing their tech career and embracing innovative learning strategies.Takeaways:"If you truly understand something and you tinker with it, the mental model you end up with should be reasonably accurate.""Don't say 25 words if you can do it in 15.""Teaching has always felt very challenging in a really privileged way."Links:Prompt caching article: https://ngrok.com/blog/prompt-caching/Bartosz Ciechanowski: https://ciechanow.ski/Load balancing article: https://samwho.dev/load-balancing/Autism diagnosis article: https://samwho.dev/blog/getting-an-autism-diagnosis/Having a baby article: https://samwho.dev/blog/having-a-baby/Write that blog article: https://writethatblog.substack.com/p/sam-rose-on-technical-blogging)The square hole girl video: https://www.youtube.com/watch?v=cUbIkNUFs-4Hosts:Overcommitted: https://overcommitted.devBethany Janos: https://github.com/bethanyj28Brittany Ellich: https://brittanyellich.com

SummaryIn this episode of the Overcommitted Podcast, hosts Jonathan, Brittany, and Erika delve into the exciting world of AI agents. They explore the potential of AI agents in software engineering, their functionality, and the challenges of building and categorizing them. The conversation also touches on the future of job searching and personal development through AI, emphasizing the need for a more personalized and effective approach to technology and learning.Takeaways- AI agents represent a new paradigm in problem-solving.- AI agents can offload cognitive tasks.- User experience with AI agents needs to be redefined.- AI agents can be tailored to specific domains for better results.- Defining success metrics is crucial when building AI agents.- Job searching processes are outdated and need innovation.- AI can assist in personal development and career growth.- Customizable search engines could enhance information retrieval.- The role of human bias in hiring processes is significant.Links⁠Building effective agents⁠Balanced Engineer NewsletterPlausible SchemesEmbedding modelsObsidian Copilot⁠⁠⁠⁠Tech book club Repo⁠⁠⁠⁠⁠Overcommitted Discord⁠⁠⁠⁠⁠⁠Hosts⁠⁠⁠⁠⁠⁠Overcommitted.devBrittany Ellich⁠⁠⁠⁠⁠⁠Eggyhead⁠Jonathan Tamsut⁠

Another week, another Kris & Matt duo episode! This week, they're talking about Go. They cover the recent generic methods proposal by Robert Griesemer, results from the 2025 Go Developer Survey, so...

Visit https://cupogo.dev/ for all the links.Using go fix to modernize Go codeEric S. Raymond's tweet about auto-converting his C code to GoEric's HomepageSkill-validatorLinkedIn, GitHub, AgentSkillReport.comcmd/vet: check for missing Err calls for bufio.Scanner and sql.Rows #17747Meetups Shay...

MeetupsHello Stuttgart, 19 FebGo 1.26 is out!Go 1.26 release party with Anton ZhiyanovGo 1.26.0-1 available from MicrosoftLighting RoundBlog: Stepping out of Front-End with Go by ElGophertransition ppc64/linux (big-endian) from ELFv1 to ELFv2 in Go 1.27Discussion: Should Go accept CLs generated...

Steve Ruiz joins us for a deep-dive on tldraw (a very good free whiteboard) and the business he's built selling SDKs that help others build very good whiteboards (and more) with tldraw's high-performance web canvas. Along the way, we discuss the excitement/fear we share about keeping our agents busy, how SDK and infra...

This week it's Kris and Matt diving into the state of hardware, security, and what local AI actually needs to work. The conversation starts with AI agent social networks and why prompt injection is...

Welcome back to Break, a Fallthrough aftershow! Kris and Matt continue the hardware and AI conversation by zooming in on the tooling. Matt calls out the AI hype cycle of

Amal Hussein returns to tell us all about her new role at Istari, what life is like outside the web browser, how she's helping ambitious orgs in aerospace, what the SDLC looks like in 2026, and a whole lot more. Wait, moon vacuums?!

Our ol' friend, Brett Cannon, is back to talk all things Python. But first! Star Wars, Machete Order, Lost, Babylon 5, Game of Thrones, Murderbot, Ted Lasso, Project Hail Mary, David Attenborough, perpetual voice rights, and the AI uncanny valley.

Paul Dix joins us to discuss the InfluxDB co-founder's journey adapting to an agentic world. Paul sent his AI coding agents on various real-world side quests and shares all his findings: what's going to prod, what's not, and why he's (at least for a bit) back to coding by hand.

Go 1.25.7 and 1.24.13 releasedUUIDs in the standard library?crypto/uuid: add API to generate and parse UUIDscrypto/rand: add UUIDv4 and UUIDv7 generatorsThe most popular Go dependency is...Lightning roundRust vs Go in 2026 by John ArundelWelcome to Gas Town by Steve YeggeInterview with Jakub...

Welcome back to Break, a Fallthrough aftershow! Kris, Matt, and Steve pick up where the main episode left off, asking whether copyright actually matters to working developers. Kris draws parallels ...

This week Steve's back to tackle the big question: is AI-generated output copyrightable? The conversation includes discussions of the Copyright Act of 1976, the philosophy of why copyright exists a...

Mike McQuaid, Project Leader of Homebrew, joins Corey Quinn to share how a package manager conceived in a London pub became essential for 10 million Mac users. Homebrew lets you install software with one command instead of downloading files and clicking through installers, maintained by just 30...