Matt Pocock: Agents Are Good at Strategic Programming, They Just Aren't Trained to Care

mattpocockuk · x · 2026-10-08

Matt Pocock argues that AI agents are actually good at strategic programming, but they aren't RL-trained to care about anything beyond the task at hand. His fix: explicitly instruct your agent to care about the codebase. He adds that the deeper issue is human — most people don't care about codebase health as long as the code works, and that mindset needs to change.

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