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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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# Runbook Entry Card ## Metadata - ID: RUN-`id` - Owner: Support Lead (docs/agents/support-lead.md) - Contributors: Reliability Engineer (docs/agents/sdlc/reliability-engineer.md) - Reviewers: Project Manager (docs/agents/project-manager.md) - Team: `team` - Status: `draft/in-progress/blocked/approved/done` - Dates: created `YYYY-MM-DD` / updated `YYYY-MM-DD` / due `YYYY-MM-DD` - Related: SLI-`id`, ALERT-`id` - Links: `paths/urls` ## Related templates - docs/sdlc/templates/reliability/alert-runbook-card.md ## Service/Component - Name and owner ## Symptoms What signals indicate a problem? ## Diagnosis First checks, dashboards, and logs ## Remediation Step-by-step actions and when to escalate