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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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# Decision Matrix ## Context Describe the decision, constraints, and desired outcome. Include actors and deadline. ## Options | Option | Summary | Pros | Cons | |-------|---------|------|------| | A | | | | | B | | | | | C | | | | ## Criteria And Weights | Criterion | Weight | Notes | |-----------|--------|-------| | Reliability | 0.3 | | | Cost | 0.2 | | | Delivery speed | 0.2 | | | Security | 0.3 | | ## Scoring | Option | Reliability | Cost | Delivery | Security | Total | |--------|------------:|-----:|---------:|---------:|------:| | A | | | | | | | B | | | | | | | C | | | | | | ## Decision - Selected option: `A/B/C` - Rationale: concise explanation - Risks: list known trade-offs - Follow-ups: owners and dates