ADSP: Algorithms + Data Structures = Programs ADSP: Algorithms + Data Structures = Programs

Episode 299: Do We Need Humans in the Loop?

Aug 14, 2026 · 36m

Summary

In ADSP episode 299, hosts Connor and Bryce debate whether humans remain necessary in code reviews amid the rise of AI. They discuss quantifying code style into machine-checkable metrics to automate quality control, contrasting Connor’s skepticism about current AI judgment with Bryce’s optimism. The episode also features personal updates on Connor’s impending fatherhood and Bryce’s trip to Greece.

Topics discussed

Intro, audio checks, and Connor driving late Baby update, naming, and maternity leave rules Watching Odyssey in IMAX 70mm and ticket prices Bryce's trip to Greece and acting residency Quantifying code style for machine-checkable reviews Quality control vs. manual code review processes Rant about bad software and the Toyota app CCCL repo chaos and AI merging PRs debate AI design flaws and tribal knowledge documentation Self-healing agents and removing humans from the loop Challenge to find fully automated open source projects Outro and Shima joins the podcast
Listen ad-free on Castria