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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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# Discovery Track Flow ## Objective Continuously prepare validated requirements and designs one iteration ahead of delivery. ## Loop 1. Gather stakeholder requests (card), prioritize 2. Author use-case briefs + acceptance cards 3. Draft data contracts and interface cards 4. Spike/POC for high-risk assumptions 5. Update ADRs for decisions 6. Hand off to delivery with handoff checklist ## Exit Criteria per item - Brief + acceptance + data contract complete - Risks addressed or scheduled - Traceability seeded (req → design → tests)