From 4 Hours to 30 Seconds: Parallel AI Security Audits at Scale скачать в хорошем качестве

From 4 Hours to 30 Seconds: Parallel AI Security Audits at Scale

Manual security audit: 4 hours per service × 50 services = 200 hours Cline CLI parallel audit: 30 seconds (regardless of service count) This is what continuous compliance looks like. Demo Stats: • 3 concurrent AI agents • 127 code patterns analyzed • 15 severity-ranked findings • 1 PR-ready remediation plan • 30 seconds total time What Each Agent Does: Agent 1: Security signals (tokens, auth headers, console.log risks) Agent 2: Compliance flags (PII storage, logging, session handling) Agent 3: Fix plan generation (branch + changes + validation + ETA) Enterprise Use Cases: ✓ Pre-commit hooks (catch issues before review) ✓ CI/CD integration (fail builds on HIGH severity) ✓ Scheduled audits (nightly compliance scans) ✓ Multi-repo sweeps (audit entire org in parallel) Resources: Install: npm install -g cline Docs: docs.cline.bot/cline-cli/samples Real production code. Real findings. Real time savings. #EngineeringProductivity #DevOpsAutomation #SecurityTools #ContinuousCompliance