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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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# Component Design Card ## Metadata - ID: DES-CMP-`id` - Owner: `name/role/team` - Contributors: `list` - Reviewers: `list` - Team: `team` - Stakeholders: `list` - Status: `draft/in-progress/blocked/approved/done` - Dates: created `YYYY-MM-DD` / updated `YYYY-MM-DD` / due `YYYY-MM-DD` - Related: UC-`id`, REQ-`id`, DES-`id`, CODE-`module`, TEST-`id`, ADR-`id` - Links: `paths/urls` ## Related templates - docs/sdlc/templates/analysis-design/interface-contract-card.md - docs/sdlc/templates/requirements/use-case-brief-template.md ## Identifier - Component: `name` - Owner: `team` ## Responsibilities What it does and what it does not do. ## Collaborators Interfaces and dependencies. ## Data Key models and storage patterns. ## Risks Top risks and how we mitigate them.