Same agent, opposite outcomes: a real multiplier, or the confident bug that fails on launch day. The model doesn't decide which — the discipline does.
The launch-safe loop:
Direct — scope the task like for a junior.
Draft — let AI produce the first version fast.
Verify — review like a PR, gate with tests.
not "AI writes, you watch"
you direct → AI drafts → you verify (review + CI)
The failure mode is invisible until real load — so get this right before launch traffic.
Want this rigor on your product? → devxhub.com
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