SummaryIt's a hosts-only week. Brittany and Erika catch up on what they're learning (Erika is starting Designing Data-Intensive Applications; Brittany just began Georgia Tech's online CS master's with a computer vision course) and then work through the week's AI news.First up: OpenAI's GPT-6 Astra, billed as the company's most aligned model. Brittany and Erika question what "aligned" even means when the headline numbers are a 100% on ExploitBench and a 0% honeypot-cheating rate, and whether a model that's harder to monitor and scores perfectly is aligned or just good at taking the test. That leads into how each of them actually evaluates a new model (spoiler: vibes), why Brittany has drifted back toward cheaper models she understands, and whether frontier models are now a research product rather than a consumer one.They also revisit the AI 2027 paper from their episode last year and how many of its predictions have already landed, debate whether GitHub Copilot approving pull requests is a real workflow change or just signaling, and talk about why the arrival of open-weight models with serious exploit capability means now is the time to get serious about security basics.Brittany closes with ATProto Spaces, the new alpha that brings non-public data to atproto, what it enables for groups and communities, and how her work at Bluesky connects to it.Links

• OpenAI Release: ⁠https://openai.com/index/gpt-6-astra/⁠
• AI 2027 Episode: https://overcommitted.dev/ep-13-ai-2027-will-ai-take-my-job/⁠
• AI 2027: https://ai-2027.com/⁠
• Copilot Approving PRs: https://github.blog/changelog/2026-09-01-copilot-code-review-can-now-approve-pull-requests/⁠
• Atproto Spaces Release: ⁠https://atproto.com/blog/atproto-spaces-alpha⁠Hosts

• Overcommitted: ⁠⁠⁠https://overcommitted.dev⁠⁠
• Brittany Ellich: ⁠⁠https://brittanyellich.com⁠
• Erika Eggemeyer: ⁠⁠⁠https://github.com/eggyhead⁠
  

Engineers architect systems for work—but what about life? In this episode, Bethany, Brittany, and Erika reveal their personal tech stacks: the tools, habits, and sometimes deliberately low-tech strategies that power their daily routines, family life, and wellness. Discover how software engineer thinking applies to work-life balance, plus practical productivity systems you can steal for your own life.

Links

https://www.trustyduck.dev/posts/tech-stack-2025/

https://johnnydecimal.com/

https://github.com/ngerakines/jd

https://wisprflow.ai/

https://obsidian.md/

https://www.chezmoi.io/

https://www.amazon.com/Bose-QuietComfort-Cancelling-Headphones-Bluetooth

https://www.goodinside.com

https://www.readtangle.com/

https://www.sportsgossipshow.com/

https://www.wnycstudios.org/podcasts/classical-music-happy-hour

https://slate.com/podcasts/icymi

https://podcasts.apple.com/us/podcast/the-pragmatic-engineer/id1769051199

https://podcasts.apple.com/us/podcast/tech-brew-ride-home/id1355212895

Hosts

Overcommitted: ⁠⁠https://overcommitted.dev⁠

⁠Bethany Janos: ⁠⁠https://www.trustyduck.dev

Brittany Ellich: ⁠https://brittanyellich.com

Erika Eggemeyer: ⁠⁠https://github.com/eggyhead

Elliott Minns takes us inside Dreams of Code and his path from software engineer and manager to full-time content creator. He shares how he turns complex technical work into clear stories, balances depth with accessibility for a developer audience, and keeps craft at the center of the creative process. His latest project, a next-gen video editor built in Rust, brings those worlds together through technically ambitious work involving hardware, media encoding, and zero-copy performance.

The conversation also explores how ADHD shaped Elliott's career and creative process, what he learned from Dan Martell's "Buy Back Your Time," and why delegating to skilled humans still beats delegating to AI for some creative tasks. We dig into the economics and limitations of LLM-powered product features, how Elliott handles feedback from a technical audience, and why the ability to build software by hand still matters even as AI changes day-to-day development.


https://www.youtube.com/@dreamsofcode

https://x.com/dreamsofcode_io

https://www.buybackyourtime.com/

https://www.youtube.com/watch?v=WhjEL817Onw

https://www.youtube.com/@dreamsofautonomy

Hosts

Overcommitted: https://overcommitted.dev

Erika Eggemeyer: https://github.com/eggyhead

Bethany Janos: https://www.trustyduck.dev

Summary

This week on Overcommitted, Brittany, Bethany, and Erika try out a new format: instead of interviewing a guest, the three of them rate a running list of software engineering topics as overrated or underrated. They start with the fun stuff — dark mode, mechanical keyboards, standing desks, Vim, dotfiles — before moving into practices and process, where the real disagreements show up. Pair programming and code review as a quality gate both get contested, with opinions that have shifted noticeably since AI tools entered the picture.

From there the conversation covers stand-ups, sprint retros, story point estimation, 1:1s with managers, microservices, serverless, feature flags, software rewrites, vibe coding, and the myth of the 10x engineer, with each host landing in a different place on more than a few of them. It's a faster-paced, more opinionated episode than usual, and a good one for anyone who wants to hear three engineers who've worked together for years actually disagree on record.

Links

• Loop Engineering Blog Post: https://brittany-ellich.offprint.app/a/3mrjj34puva23-108-prs-in-eight-days-accidentally-discovering-loop-engineering
• Steve Yegge Blog Post: https://yegge.ai/essays/the-shape-of-things-to-come/
• Rewrites Talk: https://www.youtube.com/watch?v=fhlnan0dSUE&t=5s
• Sean Goedecke Article: https://www.seangoedecke.com/you-dont-have-to-be-smart-if-you-think-clearly/

Hosts

• Overcommitted: ⁠https://overcommitted.dev
• ⁠Bethany Janos: ⁠https://www.trustyduck.dev/⁠
• Brittany Ellich: ⁠https://brittanyellich.com
• ⁠Erika Eggemeyer: ⁠https://github.com/eggyhead

SummaryWhat does it look like to start a software engineering career right now, when AI has erased the "grunt work" that used to be how new grads learned? Brittany and Bethany sit down with Sreya Sarathy, a software engineer at Northwestern Mutual and 2025 UW–Madison grad (double major in computer science and data science), who spent her first year out of school running a free virtual panel series that drew 1,500+ registrations across speakers from Apple, Amazon, IBM, Starbucks, Ford, Deloitte, and GitHub.Sreya shares the Stack Overflow moment that broke her imposter syndrome spiral in college, why adding more to her plate cured her burnout instead of making it worse, how she built the early-career community she wished existed, and what it's like being handed advanced work as a new grad because AI now does the tasks juniors used to cut their teeth on. Plus: her product teardowns on Substack, what senior engineers can actually do to support early-career folks, and her dream of a low-pressure "optimize your life" hackathon.Links- Instagram - https://www.instagram.com/sreya.sarathy/- LinkedIn - https://www.linkedin.com/in/sreyasarathy/ - Substack - https://substack.com/@sreyasarathy- Website - https://sreyasarathy.com/- Designing Data-Intensive Applications - https://bookshop.org/p/books/designing-data-intensive-applications-the-big-ideas-behind-reliable-scalable-and-maintainable-systems-chris-riccomini/7dfa8afce8f3816e?ean=9781098119065&bkshp-astro=t- Don’t Make Me Think -https://bookshop.org/p/books/don-t-make-me-think-revisited-a-common-sense-approach-to-web-usability-steve-krug/d30340ad4751d00d?ean=9780321965516&bkshp-astro=tHosts:- Overcommitted: https://overcommitted.dev- Bethany Janos: https://www.trustyduck.dev/⁠⁠ ⁠- Brittany Ellich: https://brittanyellich.com

This week we're trying something new: Closed That Tab, a segment where each host shares one thing they finally read that was worth the time. Erika brings a post on agentic AI identity and delegation - covering why OAuth isn't quite enough for agents that accumulate permissions across a request lifecycle, and what transaction tokens (an IETF draft proposal) offer as a solution. Bethany covers Simon Willison's breakdown of the OpenAI security incident, where an eval harness escaped its sandbox by chaining zero-day vulnerabilities - and what responsible sandboxing and observability should have caught earlier. Brittany shares how she accidentally built a loop engineering system before knowing the term existed: a continuously running agent harness using git worktrees, sub-agents, and a memory file to close around 20 PRs a day, including self-healing flaky tests.

Links:

Erika’s Agentic AI Identity Read: https://khaledzaky.com/blog/delegation-is-the-real-identity-problem-in-agentic-ai

Bethany’s OpenAI CyberAttack Read: https://simonwillison.net/2026/Jul/22/openai-cyberattack

Empire of AI: https://bookshop.org/p/books/empire-of-ai-dreams-and-nightmares-in-sam-altman-s-openai-karen-hao

Brittany’s Loop Engineering Read: https://addyosmani.com/blog/loop-engineering/

Superpowers: https://github.com/obra/superpowers

Brittany’s Loop Engineering Blog post: https://brittany-ellich.offprint.app/a/3mrjj34puva23-108-prs-in-eight-days-accidentally-discovering-loop-engineering

Hosts:

Overcommitted: ⁠https://overcommitted.dev

⁠Bethany Janos: ⁠https://www.trustyduck.dev/⁠

Brittany Ellich: ⁠https://brittanyellich.com

⁠Erika Eggemeyer: ⁠https://github.com/eggyhead

Learn how async-first communication transforms remote engineering culture and developer productivity. Ben Balter, open source governance expert, shares practical strategies for building transparent, documented workflows that help distributed teams collaborate without synchronous bottlenecks—and why this matters for engineers navigating complex project ownership.

Links

https://ben.balter.com/contact/

https://bsky.app/profile/ben.balter.com

https://open-and-async.com/

Hosts

Overcommitted: ⁠⁠https://overcommitted.dev⁠

⁠Bethany Janos: ⁠⁠https://www.trustyduck.dev/⁠⁠ ⁠

Erika Eggemeyer: ⁠⁠https://github.com/eggyhead

Caidan Williams put your terminals, browsers, editors, and AI agents on one infinite canvas. He joins Erika and Brittany to talk about Terminal Graph, the spatial development environment for macOS he built for himself first, and the self-taught path that took him from Minecraft mods at 13 to partner at a Seattle dev studio.

We get into the dataflow model that sets Terminal Graph apart, like piping a git diff straight into Claude Code or grepping a dev server's logs into a browser node. Caidan explains Blueprints, his approach to sharing a whole team workflow as a single file, and what it's like to run a product inside a holacracy with no bosses and no venture money.

Then he tells his career story. No college degree. A gap year spent applying to around 500 companies. Computer vision on dental and MRI images. Burnout, a layoff, and a cross-country move to Seattle with one duffel bag. His honest takeaway is that persistence, not raw talent, is what got him here.

If you build your own tools, wire agents into your workflow, or you're finding a non-traditional way into engineering, this one is for you.

Links

Terminal Graph: https://terminalgraph.com/

Caidan Williams: https://caidan.dev/

Tools mentioned

LazyGit: https://lazygit.dev/

Neovim: https://neovim.io/

Hosts

Overcommitted: ⁠⁠https://overcommitted.dev⁠ ⁠

Erika Eggemeyer: ⁠⁠https://github.com/eggyhead

Brittany Ellich: https://brittanyellich.com/

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