security-scanning

Automate CI security scanning by enabling fail-fast secret detection and dependency gating for critical vulnerabilities. Configure triage rules to manage findings and enforce governance using documented exceptions with required reasons, owners, and expiry dates.

Triage SAST findings in pull requests by starting with high-signal rules and expanding gradually. Apply automated triage workflows to guide immediate remediation and manage accepted risks using expiring exceptions with documented owners.

Manage security scan exceptions by requiring a documented reason, owner, and expiry date for each accepted risk. This governs risk acceptance and ensures vulnerabilities are automatically revisited when exceptions expire.

Yes, CI security scanning applies to both PR checks and scheduled runs across software projects. It guides immediate remediation for secrets, dependencies, and SAST findings while supporting longer-term risk reduction strategies.

Start with high-signal SAST rules to minimize false positives and focus remediation efforts. Expand the rule set as confidence grows, enabling effective triage and remediation without overwhelming developers with alert fatigue.