Even a well-planned DevOps initiative can drift from its original purpose and start creating the very silos, inefficiencies and bottlenecks it was meant to remove.
Spam accounts overwhelmed my database. Claude found the weaknesses, Codex wrote the fixes, and I deployed a new defense.
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