Your AI agent will pick the hackable codebase — and quietly reshape your architecture

tensafefrogs · hn · 2026-11-16

In a blog post, Geoff Stearns argues that when given multiple codebases or systems to work with, AI agents gravitate toward the 'hackable' one — the loosest, easiest-to-modify structure — rather than the most disciplined option. Drawing on his own experience running agents against real projects, he explores how this bias can quietly steer engineering decisions if teams don't constrain it.

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