Why AI Agents Fail at Cross-Repo Code Design - And How to Fix It
AI agents write code fast but design badly across many repos. The fix isn't a smarter model. It's giving the agent a way to query the codebase instead of walking it.
SEMS SOFTWARE ENGINEERING MADE SIMPLE
> Complexity is often just an explanation problem.
# the SEMS engineering algorithm
def ship(code):
while not simple(code):
code = refactor(code) # delete beats add
return "🎉 ship it"
$ ship(production)
> complexity detected: 9001
> applying SEMS…
> ✓ simple. shipped.Recent Posts
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