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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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# Work Package Card ## Metadata - ID: WP-`id` - Owner: Project Manager (docs/agents/project-manager.md) - Contributors: Component Owner (docs/agents/component-owner.md) - Reviewers: Executive Orchestrator (docs/agents/sdlc/executive-orchestrator.md) - Team: `team` - 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` - Links: `paths/urls` ## Identifier - WP-`id` ## Scope - Outcome, boundaries, and acceptance ## Breakdown - Sub-cards: tasks, tests, decisions ## Handoffs - Upstream inputs and downstream deliverables ## Timeline - Start/end, checkpoints, and owners