Merge MVP-milestone docs into main #15

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Ty merged 14 commits from MVP-milestone into main 2026-07-12 04:12:12 +00:00
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Pure docs addition (Dev-Design.md updates, new PRD/Deployment files). No code conflicts.

Pure docs addition (Dev-Design.md updates, new PRD/Deployment files). No code conflicts.
Ty added 14 commits 2026-07-12 04:12:05 +00:00
adding requirements
updated requirements
Multi-model architecture review (Qwythos-9B + Qwen3.5-9B, 2 rounds):
- System architecture with memory budget (150MB pipeline + 2GB system)
- SQLite + FTS5 data layer with Phase 2 sqlite-vec upgrade path
- Keyword co-occurrence convergence (P1) → embeddings (P2)
- Exponential decay falsification replacing 7-day fixed rule
- Progressive output layer: file drops → Flask API → MCP server
- 6-phase implementation plan (P0-P6) with deliverables
- 30+ PRD backport requirements organized by category
- Design decisions rationale table
- Ch 1: MVP Success Criteria
- Ch 2: Daily Run Flow + Failure Modes
- Ch 3: Backup Strategy + Schema Migration
- Ch 4: Adapter Interface Contract
- Ch 5: Theme Governance
- Ch 6: Calibration Process
- Ch 7: MCP Tool Signatures + API Auth Model
- Ch 8: Log Retention/SLIs + Alerting Matrix
- Ch 9: Scheduling Recommendation
- Ch 10: Model Upgrade Process
- Ch 11: MVP Security Baseline
- Ch 12: Definition of Done per Phase
- Ch 14: Revisit column on Design Decisions table
- New Ch 15: Testing Strategy
- New Ch 16: Deployment and CI/CD
- New Ch 17: Operational Runbooks
- New Ch 18: Risk Register and Assumptions
- New Ch 19: Dependencies and Tooling
Ty merged commit 5cf0b803cb into main 2026-07-12 04:12:12 +00:00
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Reference: Tony_tech/athena-oracle#15