landvex: Fixar och tester klara för alla komponenter

- Datafabrik: Dockerfile fix, agentorkestrering fungerar
- Vision: Identify-modell, FAISS, OCR alla testade
- API: Alla 7 integrationstester passerade
- Upplösare: Entitetsupplösning verifierad

life-weather/CERTIFICATION.md

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+# LIFE Runtime 1.0 Certification
+
+## Release Criteria
+
+### Burn-in Period
+- **Start:** 2026-07-04 15:47 UTC
+- **Minimum Duration:** 72 timmar
+- **End:** 2026-07-07 15:47 UTC (tidigast)
+
+### Acceptance Criteria
+
+| Criterion | Target | Measurement |
+|-----------|--------|-------------|
+| Pipeline Success Rate | >99.5% | Successful runs / Total runs |
+| Scheduler Availability | >99.9% | Uptime percentage |
+| API Availability | >99.9% | Uptime percentage |
+| Reality Latency (P95) | <60 min | 95th percentile |
+| Data Freshness (P95) | <120 min | 95th percentile |
+| Duplicate Observations | 0 | Count |
+| Failed State Transitions | 0 | Count |
+| Unhandled Exceptions | 0 | Count |
+| Memory Growth | <10% over 72h | Percentage increase |
+| Disk Growth | <5% over 72h | Percentage increase |
+
+### Error Budget
+
+| Metric | Budget | Period |
+|--------|--------|--------|
+| Pipeline Failures | 0.5% | Per month |
+| API Downtime | 0.1% | Per month |
+| Unhandled Exceptions | 0 | Per month |
+
+### Evidence Quality Index (EQI)
+
+| Component | Weight | Measurement |
+|-----------|--------|-------------|
+| Full Metadata | 20% | % observations with all fields |
+| Geocoded | 20% | % with lat/lon |
+| Complete Lineage | 20% | % with source + timestamp |
+| Validated | 20% | % passing validation |
+| No Conflicts | 20% | % without contradictions |
+
+**Target EQI:** >95%
+
+### State Transition Audit
+
+All state transitions logged:
+- From state
+- To state
+- Timestamp
+- Reason
+- Road ID
+
+**Target:** 100% traceability
+
+## Certification Process
+
+1. **Burn-in Complete**
+   - 72 hours continuous operation
+   - All metrics collected
+   - Trend data analyzed
+
+2. **Review Meeting**
+   - Review all metrics
+   - Identify any issues
+   - Decide on fixes or waivers
+
+3. **Documentation Update**
+   - Update API docs
+   - Update architecture docs
+   - Update runbooks
+
+4. **Tag Release**
+   - Tag as `v1.0.0`
+   - Lock public interfaces
+   - Document backwards compatibility
+
+5. **Certification Decision**
+   - GO: Proceed to Traffic Intelligence
+   - NO-GO: Fix issues and extend burn-in
+
+## Post-Burn Review Template
+
+### What Worked
+- [ ] List successful components
+- [ ] List good design decisions
+
+### What Didn't Work
+- [ ] List bugs found
+- [ ] List incorrect assumptions
+
+### What Needs Improvement
+- [ ] List components needing changes
+- [ ] List performance bottlenecks
+
+### Reusability Assessment
+- [ ] ObservationStore: Can it be reused?
+- [ ] RiskEngine: Can it be reused?
+- [ ] StateEngine: Can it be reused?
+- [ ] EventGenerator: Can it be reused?
+- [ ] MissionEngine: Can it be reused?
+
+### Decision
+- [ ] **CERTIFIED** — Ready for Traffic Intelligence
+- [ ] **NOT CERTIFIED** — Extend burn-in
+
+## Traffic Intelligence Requirements
+
+When building Pipeline 2 (Traffic Intelligence):
+
+**NO changes to:**
+- ObservationStore
+- RiskEngine
+- StateEngine
+- EventGenerator
+- MissionEngine
+- API layer
+- Dashboard framework
+
+**ONLY new components:**
+- TrafficProvider
+- TrafficNormalizer
+- Traffic-specific rules
+
+If core components need changes → Runtime is NOT ready.