Stop Saying Vibe Coding Is Easy
Field note. This one is commentary, not reference data. It is my own account of building The Known Good, and everything in it is a thing that happened to me. No benchmarks, no citations, no dataset behind it.

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Articles tagged with #devops
Field note. This one is commentary, not reference data. It is my own account of building The Known Good, and everything in it is a thing that happened to me. No benchmarks, no citations, no dataset behind it.

Seven hours, roughly 1,700 affected calls, and a degraded-service failure that delivery and answer-state metrics can miss.

Two vendor reports describe a social engineering campaign aimed at ordinary enterprise networks. Here is what stood out reading them from a public safety seat.

Removing dataset scripts protected the client. The server kept parsing hostile input.

AI found the bugs and became one in the same seven days. The failure underneath every story wasn't patch speed -- it was the trust model.

One software defect, four redundant instances, statewide impact. Why "not a cyberattack" is the harder problem -- and what it means for dispatch, IT, and procurement.
