AI is generating more code than ever, but most engineers aren't verifying it. Sonar Staff AI Researcher Joe Tyler shares breakthrough findings from his LLM Leaderboard research on code quality, the hidden "coding personalities" of different models, and why the real bottleneck in software engineering isn't writing code: it's securing and reviewing it. Discover the gap between developer distrust and actual verification practices, plus how to position yourself for the verification-first future of software development.

Topics: AI code quality, LLM research, software engineering careers, code verification, developer tools

Show links:

• Sonar LLM Leaderboard: https://www.sonarsource.com/the-coding-personalities-of-leading-llms/leaderboard/
• Sonarqube: https://www.sonarsource.com/products/sonarqube
• Sonarsweep: https://www.sonarsource.com/products/sonarsweep/
• Joe's LinkedIn: https://www.linkedin.com/in/joe-tyler-a668051b1/
• Latent Space: https://www.latent.space/
• Turing Post: https://www.turingpost.com/
• Nathan Lambert: https://substack.com/@natolambert
• Cameron Wolfe: https://substack.com/@cwolferesearch
• Sebastian Raschka: https://substack.com/@rasbt
• Andrew Ng: https://www.andrewng.org/

Summary

Software engineering career moves don't have to be a lottery. In this episode, Adam Argyle breaks down why the technical interview process is fundamentally broken, how design engineering skills actually transfer across roles, and the tactical job search playbook that works today. Whether you're navigating a career pivot, re-entering the market, or just frustrated with the hiring gauntlet, this conversation cuts through the noise on what really matters for career growth and staying sane.

Links

• Adam’s Website: https://nerdy.dev/
• Adam’s CascadiaJS 2025 talk: https://www.youtube.com/watch?v=QW6GECIzvsw
• 10 powerful ways to use CSS variables article: https://nerdy.dev/custom-prop-categories
• Sizzle Rizzle: https://nerdy.dev/sizzle-rizzle

Hosts

• Overcommitted: https://overcommitted.dev
• Bethany Janos: https://github.com/bethanyj28
• Brittany Ellich: https://brittanyellich.com
• Erika Eggemeyer: https://github.com/eggyhead

Brittany shares her journey building Collective Social - a Goodreads-style app for all kinds of media built entirely on the AT Protocol - and how it led her to create OpenSocial, a service that lets any app on the decentralized web share group functionality like book clubs. The episode covers the challenges of representing groups when the protocol has no native concept of group identity, using conference talk deadlines as motivation to ship side projects, and rating real-world systems on how well they'd work in a decentralized context. Erika also shares her experience building an interpreter in Go.

Show links:

• Brittany Ellich: https://brittanyellich.com
• Collective Social: https://collectivesocial.app
• OpenSocial: https://opensocial.community
• Collective Social on GitHub: https://github.com/collectivesocial
• "Representing groups in ATProto" blog post (Brittany's site)
• AtmosphereConf speaker profile: https://news.atmosphereconf.org/3mfpjx5luuc2m
• GitHub Blog - Build a Personal Organization Command Center with GitHub Copilot CLI: https://github.blog/ai-and-ml/github-copilot/build-a-personal-organization-command-center-with-github-copilot-cli/
• "The art of saying yes" blog post: https://brittanyellich.com/say-yes-do-all-the-things/
• "Living in the inflection point" blog post: https://brittanyellich.com/living-in-the-inflection-point/
• Nick Gerakines episode (EP19 - AT Proto, MCP, and Open Source): https://overcommitted.dev/ep-19-at-proto-mcp-and-open-source-with-nick-gerakines
• PDX ATProto talk: https://youtu.be/xFdak3HbDmM?si=rZoPfyYYoP2awADJ&t=2302
• AtmosphereConf talk: https://youtu.be/GVOywon3X-Q?si=yzKLfFNF8bzNT9-e
• The ATProto Store: https://atstore.fyi
• pdsls.dev: https://pdsls.dev
• Atmosphere Community: https://atmosphere.community
• npmx.dev: https://npmx.dev
• Tangled: https://tangled.io
• This is for Everyone by Tim Berners-Lee: https://www.goodreads.com/book/show/222376492-this-is-for-everyone

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Topics: AT Protocol, Decentralized Social Media, Side Projects, Open Source, Software Engineering

Summary

In this episode, Erika talks with Salma Alam-Naylor about software engineering craft, programming best practices, and why the long game beats shortcuts. As AI coding tools proliferate and everyone chases speed, Salma digs into deliberate practice, sustainable career strategies, and building genuine expertise that compounds over time. Perfect for engineers feeling burnout from the hype cycle.

Links

• Salma’s website: https://whitep4nth3r.com/

• 2021 Jamstack Jammies (Community Creator Award) https://2021.jamstackconf.com/jammies/

• Fat bear week website: https://explore.org/fat-bear-week

• Hell.com wikipedia: https://en.wikipedia.org/wiki/Hell.com

  
  

Hosts

• Overcommitted: https://overcommitted.dev
• Erika (Eggyhead): https://github.com/eggyhead

Tech careers don't need to mean grinding LeetCode. In episode 57, John Crickett — 30+ year engineer, Coding Challenges creator (90K+ subscribers) — makes the case that programmer productivity skyrockets when you build real tools instead. We dig into why your own Redis, Git, or shell beats practice problems, how Coding Challenges went from $17 domain to viral sensation (1,500 signups in one weekend), and what it means to level up through systems programming.

Links

• Coding Challenges (Newsletter): https://codingchallenges.substack.com/
• Coding Challenges Website: https://codingchallenges.fyi
• From The Challenges - Git: https://codingchallenges.substack.com/p/from-the-challenges-git
• Will AI Kill Coding?: https://codingchallenges.substack.com/p/will-ai-kill-coding
• Using AI To Solve A Coding Challenge: https://codingchallenges.substack.com/p/using-ai-to-solve-a-coding-challenge
• Tech Lead Journal #178 — John Crickett: https://techleadjournal.dev/episodes/178/
• Confessions of a Data Guy — What Makes Great Engineers: https://www.confessionsofadataguy.com/decades-in-software-engineering-what-actually-makes-great-engineers-john-crickett/
• Coding Chats Podcast: https://open.spotify.com/show/59GU7gzyK2RdIDVkhNS2nt
• John Crickett on GitHub: https://github.com/johncrickett
• John Crickett on LinkedIn: https://uk.linkedin.com/in/johncrickett
• John Crickett on Bluesky: https://bsky.app/profile/johncrickett.bsky.social
• John Crickett on X: https://x.com/johncrickett

Hosts

• Overcommitted: https://overcommitted.dev
• Bethany: https://trustyduck.dev

• Brittany Ellich: ⁠https://brittanyellich.com

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

Summary

Career growth through mentorship and work-life balance with Dave Schwantes, Senior Software Engineer at GitHub. Brittany and Dave explore why running toward meaningful work beats running from burnout, how mentorship became his primary form of engineering leverage, and what career happiness actually looks like across different life stages. From Instacart and Couchsurfing to building in-house bootcamps, Dave shares how sustainable engineering culture beats individual productivity hacks—and his take on how AI tools reshape what engineers really need to master.

Links

• Dave's personal site: https://dinosaurseateverybody.com
• Don't Break Prod (bite-sized career advice): https://dontbreakprod.com
• Grave Danger (Dave's spooky ska band) on Bandcamp: https://gravedangerskath.bandcamp.com
• Dave on Bluesky: https://bsky.app/profile/dorkrawk.bsky.social
• Dave on LinkedIn: https://www.linkedin.com/in/davidschwantes
• Dave on GitHub: https://github.com/dorkrawk
• Web Dev Challenge Episode: https://www.youtube.com/watch?v=X2sEoZG8EIw
• The Engineer Manager Pendulum article: https://charity.wtf/2017/05/11/the-engineer-manager-pendulum/

Host

• Overcommitted: https://overcommitted.dev
• Brittany Ellich: https://brittanyellich.com

Summary

Sabrina Goldfarb rejected the tech career playbook. No CS degree, bootcamp instead, teaching before big platforms. Now an engineer on GitHub's Copilot team and instructor at Frontend Masters, she shares how methodical planning, patience, and trust in the process led to career growth most thought impossible. If you're considering a non-traditional path in software engineering, this episode proves there's more than one way to build a meaningful tech career.

Links

• Frontend Masters: Practical Prompt Engineering: https://frontendmasters.com/courses/prompt-engineering/
• Sabrina Goldfarb on LinkedIn: https://linkedin.com/in/sabrinagoldfarb

Hosts

• Overcommitted: https://overcommitted.dev
• Bethany Janos: https://github.com/bethanyj28
• Erika (Eggyhead): https://github.com/eggyhead

Summary

In this episode of the Overcommitted Podcast, hosts Bethany and Erika sit down with Warren Parad, CTO and co-founder of Authress, a user authorization API built for reliability. Warren shares how his team stayed fully operational during the massive AWS US-East-1 outage in October 2025 using DNS failover and multi-region strategies, and what the delayed alert logs taught them about timestamp trust.

The conversation kicks off with a candid discussion on AI agents and critical thinking, whether managing multiple coding agents is really multitasking or just micromanagement, and what the trade-offs mean for early-career engineers. Warren traces his reliability-first mindset back to his roots in electrical engineering and healthcare IT, where late-night on-call pages through Citrix proxies and hospital billing systems shaped how he thinks about uptime today. The group also explores what it really takes to build a Five Nines organization and how hiring practices need to match the reliability culture you want. The episode wraps up with a round of Never Have I Ever: SRE Edition, featuring Friday deploys gone wrong, blaming DNS, and discovering outages from customer tweets.

Links

Authress, Warren's company, user authorization API for software makers. The product he's building and wants to plug.

Adventures in DevOps Podcast, Warren's podcast, co-hosted with Will Button. 300+ episodes on DevOps, engineering leadership, and cloud architecture.

How When AWS Was Down, We Were Not, Authress's blog post detailing their resilience strategy during the October 2025 AWS outage. Referenced in Theme 1 questions.

So You Want to Build Your Own Authorization?, Warren's article on why authorization complexity creeps up on teams. Referenced in Theme 2 questions.

An Interview With Warren Parad, CIAM Weekly, March 2025 interview covering Warren's views on CIAM, FedCM, and the future of authentication.

FedCM, Browser Native Auth (Adventures in DevOps Episode), Adventures in DevOps episode diving into FedCM and why authentication should move from user-land to kernel-land.

Warren Parad on LinkedIn, Warren's LinkedIn profile.

Warren Parad on Bluesky, Warren's Bluesky profile.

Warren Parad on GitHub, Warren's GitHub profile, includes Authress repos, OpenAPI Explorer, and other open-source work.

Authress Knowledge Base, Technical articles from the Authress team on auth, security, and infrastructure.

Warren Parad, Personal Site, Warren's personal website.

Hosts

Overcommitted

Bethany Janos

Erika (Eggyhead)