Marius CiepluchandClaude Fable 5.1 d0ac8b5f3d docs: detection techniques -- representations, taint, obligations, ranking, the model's role ...

New page docs/detection-techniques.md: the three representations (regex over the
file, tree-sitter IR, Joern CPG) and what each can see; Joern as a section of its
own (frontends, one graph per language partition, census as the instrument check,
batching against the measured cost curve, deadlines, degradations, where the engine
sits in the plane, cost and misses with records); taint from fact tables to query to
verdict with each refinement traced to its record or commit; obligations, dominance,
constant abstraction, census; regions, ranking ties and budgets; the residual
question and MAX_JUDGED_CANDIDATES; REGRESS verdicts and the unassigned
execution_confirmed rung; an honest table of what each technique misses.

Nav entry under "How it works" after Scanning; one link from the index; one
cross-link line each in scanning.md and architecture.md.

Co-Authored-By: Claude Fable 5.1 <[email protected]>
Claude-Session: https://claude.ai/code/session_01EmM1j46qgKMh3zqD1QMwEo

2026-10-02 19:48:32 +02:00

..

ops

docs: MkDocs site with flow diagrams; RustFS permissions

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architecture.md

docs: detection techniques -- representations, taint, obligations, ranking, the model's role

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decision-engine.md

merge(learn): A/B experiment runner; exp-001 and exp-002 registered (decision-engine task 7)

2026-10-02 16:37:57 +02:00

deployment.md

docs: audit against v2.0.0; deployment guide (local ax and a separate Kubernetes cluster)

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detection-techniques.md

docs: detection techniques -- representations, taint, obligations, ranking, the model's role

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evaluation.md

docs: audit against v2.0.0; deployment guide (local ax and a separate Kubernetes cluster)

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examples.md

docs: audit against v2.0.0; deployment guide (local ax and a separate Kubernetes cluster)

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index.md

docs: detection techniques -- representations, taint, obligations, ranking, the model's role

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memory-and-detection.md

docs: audit against v2.0.0; deployment guide (local ax and a separate Kubernetes cluster)

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memory.md

feat(learn): A/B experiment runner -- registered manifests, paired arms, bootstrap and McNemar (decision-engine task 7)

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plane.md

docs: audit against v2.0.0; deployment guide (local ax and a separate Kubernetes cluster)

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rustfs.md

docs(memory): the fixed queryable-field schema is in place, not in progress

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scanning.md

docs: detection techniques -- representations, taint, obligations, ranking, the model's role

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threat-model.md

docs: audit against v2.0.0; deployment guide (local ax and a separate Kubernetes cluster)

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token-ergonomics.md

docs: audit against v2.0.0; deployment guide (local ax and a separate Kubernetes cluster)

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