Technical case notes, assessment lessons and practical security analysis written for the people who scope, operate and remediate real systems.
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The most important paths did not depend on breaking the model. They emerged between identity, document processing, retrieval, agents, MCP tools and enterprise systems.
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02 Nothing was obviously broken. The risk appeared only when intended features, plaintext integration credentials and excessive downstream privilege were connected end to end.
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03 A path-normalization mismatch reached protected administration functions. Reconstructing an undocumented migration package turned that access into a reproducible, unauthenticated server compromise.
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04 A locked portal and two ordinary accounts looked like a constrained starting point. The useful finding was the route between controls that worked and the paths they did not cover.
Read the case note ↗We distinguish demonstrated behavior from inference and keep the test conditions visible.
Engagement material is shared only at a level appropriate for public technical education.
The point is not spectacle. It is a clearer decision about which control must change.
An assessment request starts a scoping conversation. Testing begins only after an agreed scope, executed authorization/SOW and kickoff.