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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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# Performance Test Scenario Card ## Metadata - ID: TEST-PERF-`id` - Owner: Test Engineer (docs/agents/test-engineer.md) - Contributors: DevOps Engineer (docs/agents/devops-engineer.md) - Reviewers: Test Architect (docs/agents/test-architect.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`, SLA-`id` - Links: `paths/urls` ## Related templates - docs/sdlc/templates/reliability/slo-sli-template.md ## Objective - Endpoint(s): `list` - Target(s): `p95/p99`, throughput ## Setup - Env, data volume, think time ## Steps - Load pattern and ramp schedule ## Results - Observations, bottlenecks, and actions