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Concepts

Design and architecture pages. Read these when you want to understand why the harness is shaped the way it is, or when you are about to extend it.

Page What it covers
Audit lifecycle A run from setup to a maintainer bundle, in one place, with a diagram.
System architecture The components — audit run, recon, work queue, agents, probe runner, triage, backends.
Strategy model The eight investigation methods, how cards get a strategy, and how rotation is effort-gated.
Cost model What scales with cost on long runs, and the levers the harness gives you.
Deduplication How crashes (stack-state bucketing) and findings (evidence clustering) collapse re-discoveries into one cluster per root cause.
Benchmarking How bin/benchmark compares TokenFuzz against a direct prompt with reproducible evidence, cost, and severity rollups.