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Approach

Bounded PR-diff candidates; proof-gated isolated execution.

Deton links authorized GitHub events, exact-revision source transport, and an isolated runner to bounded proof contracts. The public demo remains synthetic.

DimensionPattern-matching scannersDeton
DetectionIllustrative, unmeasured description: may flag code shapes that resemble configured patternsDetects selected candidate shapes in authorized pull-request diffs
OutputIllustrative, unmeasured output: possible matches for manual triageCandidate states plus proof-gated verdicts from supported isolated-runner recipes
False positivesNot measured here; runtime-context handling varies by scanner and configurationNo measured reduction claim: the fixture exercises gating, while customer candidates still require review
EvidenceRule ID and code locationControlled fixture: proof contract and oracle result in memory; the current product path creates no evidence artifact
Review timeNot measured here; review needs vary by scanner, configuration, and resultNon-confirmed and unsupported outcomes remain explicit and require human review

This page compares design approaches, not measured customer outcomes or a specific competitor benchmark. No live customer run was captured for this public comparison.

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Deton

Deton analyzes authorized pull-request changes through an isolated, proof-gated runner. Unsupported and inconclusive results are never published as confirmed findings.

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