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1Temporal Blind Spots: When One Snapshot Hides the ExploitMany agent failures are invisible in any single moment. The risk lives in the sequence, and a harness that checks one snapshot misses it.Advanced
2Misplaced Tool Trust: Authenticated Is Not AuthorizedNaive harnesses trust a tool because it is authenticated, internal, or approved. None of those means the call should run.Advanced
3The Missing-Context VulnerabilityJudge a fragment without the system around it and you get a false pass. The missing context is where the real risk hides.Advanced
4Risk-Triggered Depth: Matching Rigor to Blast RadiusA harness that reviews everything at the same depth misses the dangerous cases. Let the action's impact decide how hard to look.Advanced
5Sequence Tracing for Multi-Step Attack PathsThe exploit lives across steps, so the defense must too. Trace the whole sequence, propagate trust, and break the chain at a checkpoint.Advanced