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AI is a crystal ball into your codebase episode artwork

Dec 9, 2025 34 min

AI is a crystal ball into your codebase

from The Stack Overflow Podcast

Ryan is joined by Kayvon Beykpour, CEO and founder of Microscope, to dive into AI-powered code review’s potential for managing large codebases, the need for humans-in-the-loop for reviewing PRs so AI tools can efficiently and effectively debug, and how AI can increase visibility through summarization at the abstract syntax tree level and high signal-to-noise ratio code reviews. Episode notes: Macroscope helps you understand your code through AI-powered code review, automated PR descriptions, and real-time status reports Connect with Kayvon on Twitter and LinkedIn. This week’s shoutout goes to user Jesper Grann Laursen for winning a Populist badge on their answer to Exclude Table during pg_restore.

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AI is a crystal ball into your codebase

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