The Human Value Versus AI Legacy Code | Adventures in DevOps
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Transcript available<br>Subscribe on Apple Podcasts<br>Check out the episode on Spotify<br>YouTube
Follow for new episodes on our RSS Feed
Guest:<br>Cassidy Williams
Down to business with GitHub's Cassidy Williams, Senior Director of Developer Advocacy at GitHub, where we try to untangle the existential dread of modern software development. It includes the sheer absurdity of managing a platform that officially crossed the one billion commit mark in 2025. Currently absorbing a completely unreasonable 275 million commits per week, GitHub's technical debt is naturally showing its age under the weight of AI agents aggressively creating pull requests. And with company's own copilot advocating for more, we explore the daily reality of being the internet's punching bag during an outage, and how the "Tiny Wins" buy back developer affection by still shipping the critical features.
Which of course is a small signal in the sea of the industry's collective identity crisis: vibe coding and the valley of AI-generated garbage. Discussed is one suggested solution of strongly typed languages which are skyrocketing in popularity because we desperately need rigid guardrails to babysit the hallucinated code our non-human agents are frantically pushing to production. Things have gotten so dire that we commiserate on missing the good old days of Stack Overflow, where instead of a chatbot agreeably telling you your terrible idea is great, a grumpy human engineer would just ruthlessly roast your architecture honestly.
💡 Notable Links:​
Cassidy's post on Typed Language
Fermat's Last Theorem
Cassidy's newsletter
Book: 4-Hour Work Week
✨ Episode: Typed Languages
✨ Episode: Vibecoding
✨ Episode: Productivity Isn't Real
🎯 Picks:​
Warren - Book: The Light Eaters
Cassidy - Obsidian Offline Wiki