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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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# Dependency Policy ## Goals Reduce supply chain risk by controlling sources, versions, and updates. ## Rules - Pin versions and verify signatures when available - Maintain SBOM and update per iteration - Apply security updates on a fixed cadence - Block known-bad licenses if applicable ## Processes - New dependency review checklist - Periodic audit and removal of unused deps - Automated alerts on CVE advisories