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aiwg

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Cognitive architecture for AI-augmented software development with structured memory, ensemble validation, and closed-loop correction. FAIR-aligned artifacts, 84% cost reduction via human-in-the-loop, standards adopted by 100+ organizations.

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# Vulnerability Management Plan ## Scope Define intake, triage, remediation, and verification for security findings. ## Intake - Sources: SAST, DAST, dependency scans, bug reports - Normalization: severity, CVE mapping, affected scope ## SLAs - Critical: `X days` - High: `Y days` - Medium/Low: as planned ## Workflow 1. Create ticket and link to traceability and artifacts 2. Assign owner and due date 3. Fix and verify; attach evidence 4. Close and update reports ## Reporting - Weekly status and trend lines - Release gate summary