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Code security
Security disclosure
Responsible disclosure and vulnerability reporting.
Findings, reports, dashboards, exports, integrations, and retests all read from the same normalized record.
Pencheff favors repeatable checks, then uses AI for triage, enrichment, orchestration, and remediation where it adds signal.
Coverage
What does Security disclosure test?
- Responsible disclosure and vulnerability reporting.
- This page is part of Support under Featured.
- It links back into the broader get the right help for security work experience.
- Semgrep OSS packs, Bandit, gosec, Brakeman, ESLint security, tree-sitter rules, and niche-language scaffolds.
- Secret detection with gitleaks and suspicious-code indicators with YARA-style patterns.
- GitHub repository connection, webhook-triggered scans, hardlink staging, gitignore-aware filtering, and default-deny controls.
- SARIF and GitHub check run output so developers see findings where they work.
- Auto-fix preparation for Semgrep autofix, SCA version bumps, and reviewer-friendly patch synthesis.
Execution
How does Pencheff run this?
- Connect or register a repository and choose a branch, scan profile, and scanner policy.
- Stage the source safely, fan out language-specific scanners, and capture raw scanner output.
- Normalize results into repo findings with file, line, rule, severity, scanner, and remediation metadata.
- Merge code results with SCA, IaC, secrets, and runtime context to reduce duplicate triage.
- Send annotations, SARIF, reports, fix PRs, or dashboard tasks depending on the workflow.
Evidence
What evidence does this produce?
- File path, line number, rule id, scanner name, confidence, language, and vulnerable snippet context.
- Suggested fix, fixed-version data when applicable, and status across suppressions or rechecks.
- GitHub check output, SARIF upload, comments, and links back into the finding record.
- Cross-finding signals when a code pattern aligns with runtime exploitation.
Controls
How is this kept safe to run?
- Scanner choices are explicit and permissively licensed where used in the repo pipeline.
- Secrets are handled as findings rather than echoed into broad UI surfaces.
- CI gates can be tuned by severity, reachability, policy, and target branch.
- Generated fixes remain reviewer-owned and trace back to original scanner evidence.
Documentation
Read the full reference.
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