Bounded repository context and verified patches for Codex and Claude Code. Explicit edit grants, source fingerprints, isolated worktrees, acceptance checks, and reproducible paired benchmarks.
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Updated
Oct 6, 2026 - TypeScript
Bounded repository context and verified patches for Codex and Claude Code. Explicit edit grants, source fingerprints, isolated worktrees, acceptance checks, and reproducible paired benchmarks.
DeepSeek Harness plugin that validates and ranks 3/5 independent coding-agent patches before approval-gated apply.
Autonomous AI-powered 0-day vulnerability discovery, fuzzing, triage, and self-healing patch verification engine.
Evidence-driven C/C++ vulnerability remediation: sanitizer/SARIF intake, isolated patch verification
CVE-2026-24880: does Apache's upgrade advice actually apply to your Tomcat? Detects the fix by class presence, not version comparison. Covers 7.0/8.0/8.5/9.0/10.0/10.1/11.0 lines.
CVE-2026-2332 and 4 more 2026 Jetty CVEs: which does your Jetty (or Spring Boot) build hit, and does the fixed version Jetty names even exist on Maven Central? For 9.4/10/11 EOL lines the answer is 'see details for availability' = 404.
Evidence-first repository debugging: durable Python/LangGraph jobs, isolated Python/TypeScript tests, and React patch review. Validated M0; development in progress.
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