feat: confluence benchmark, pattern extractor, agent KB, UX spec
- extract-patterns.js: mines layered arch, ArgoCD appsets, cloud regions, CIDR allocations, naming conventions, sync waves, tech stack from code - agent-kb.js: token-efficient JSON rendering of same doc tree - eval-confluence-ref-questions.json: 32 reference-only benchmark questions - wiggum-v2.sh: Ralph Wiggum loop targeting confluence baseline (77.8%) - docs/human-ux-spec.md: BMad UX designer spec for human doc structure - Eval results: V2 at 28.7% vs confluence 77.8% baseline - Hub/spoke ownership now correctly extracted (95% on that question) - Naming conventions, regions, CIDRs surfaced in system-architecture.md
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foxtrot-docs-v3/reference/system-architecture.md
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# System Architecture
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## Summary
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- **Subsystems:** 11
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- **Helm Charts:** 76
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- **Terraform Modules:** 727
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- **Cross-Cutting:** app-tools
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## Subsystems
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| Subsystem | Kind | Files | Functions |
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|---|---|---|---|
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| account-common | domain | 8 | 0 |
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| app-common | domain | 934 | 28 |
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| app-tools | cross-cutting | 17 | 92 |
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| compute-common | domain | 64 | 14 |
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| compute-tools | domain | 28 | 108 |
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| control-core | domain | 336 | 0 |
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| ipam-core | domain | 24 | 1 |
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| ipam-tools | domain | 17 | 104 |
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| network-common | domain | 24 | 0 |
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| network-core | domain | 87 | 0 |
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| runtime | domain | 16309 | 69 |
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