July 2, 2026
The Fail-Open Autopsy
A system prompt is a probabilistic instruction, not a control — and under load a degraded instruction fails open.
Notes on AI, Revenue Operations, and building production systems that actually work. Written from the operator’s seat, not the researcher’s.
A system prompt is a probabilistic instruction, not a control — and under load a degraded instruction fails open.
A safety control passed every test in its suite — and still failed. The postmortem changed how I test everything.
You can write a full governing document for your AI agents, share it across the entire stack, and they will still drift.
Field notes on building governed, production AI systems — new issues to your inbox.
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