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LSP code actions + hover: VS Code now offers one-click fix suggestions via the lightbulb (codeAction) and vulnerability details on hover
Live playground at /scan: paste code, see findings — no install required. Available at ansede.onrender.com/scan
GitLab CI + Azure DevOps + Jenkins templates in docs/ci-templates/
Adaptive Rules section in README — --suggest documented prominently
--all-findings flag: escape hatch to see all findings regardless of confidence
Random-repo noise-gate CI: validates 0% HIGH/CRIT false-negative rate on every release
fast/full/enterprise extras in pyproject.toml for friendlier optional-dependency names
Changed
Confidence threshold default: 0.0 → 0.65 — scans now filter low-signal findings by default. CRITICAL/HIGH findings are never suppressed regardless of confidence. Use --all-findings to see everything.
post-pr-comments default: false → true in GitHub Action — PRs now get inline security review comments by default
Confidence score displayed in text output for findings < 80% confidence
OWASP recall badge: 93.3% (unchanged, confirmed)
Language count: 5 → 6 (added Rust)
Test count: 1,234 → 1,249
Measured Impact (fresh random repos)
HIGH/CRITICAL findings lost: 0 out of 790 across 5 diverse codebases
Noise reduction: 5–41% depending on codebase maturity (average ~22%)
Zero regressions; all 1,249 tests pass
Competitive Position (July 2026)
#1 CVE Recall: 100% (164/164 across 5 languages)
#1 OWASP Recall: 93.3%
#2 OWASP Youden Score: +0.8%
#1 Language Breadth: 6 languages (Python, JS/TS, Go, Java, C#, Rust)
Only SAST with built-in IDOR/auth-bypass/ownership detection