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docs: update HANDOFF.md — Stage 19 completed, 20 next

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NSCT Agent
2026-08-28 17:32:32 +00:00
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@@ -105,7 +105,7 @@ Wenn ein neuer Thread weiterarbeiten soll, einfach **Stage X** nennen und mit de
|||| **16** | ~~Observability — Structured Logging, Metriken~~ (✅ **ABGESCHLOSSEN** — `logging_config.py` + `metrics.py` + `test_logging.py` + `test_metrics.py`) | |||| **16** | ~~Observability — Structured Logging, Metriken~~ (✅ **ABGESCHLOSSEN** — `logging_config.py` + `metrics.py` + `test_logging.py` + `test_metrics.py`) |
||| **17** | ~~Tests für Neutralitätsmethodik~~ (✅ **ABGESCHLOSSEN** — `test_neutrality_a_syndication.py` + `test_neutrality_b_political_statements.py` + `test_neutrality_c_scientific_disagreement.py` + `test_neutrality_d_prompt_injection.py` + `test_neutrality_e_missing_evidence.py`) | ||| **17** | ~~Tests für Neutralitätsmethodik~~ (✅ **ABGESCHLOSSEN** — `test_neutrality_a_syndication.py` + `test_neutrality_b_political_statements.py` + `test_neutrality_c_scientific_disagreement.py` + `test_neutrality_d_prompt_injection.py` + `test_neutrality_e_missing_evidence.py`) |
||| **18** | ~~Docker Hardening~~ (✅ **ABGESCHLOSSEN** — `Dockerfile` hardened, `.dockerignore`, `security_opt`, health-check fix) | ||| **18** | ~~Docker Hardening~~ (✅ **ABGESCHLOSSEN** — `Dockerfile` hardened, `.dockerignore`, `security_opt`, health-check fix) |
| 19 | Performanceoptimierung — LLM Concurrency Semaphore(3), Priorisierung (HIGH/NORMAL/LOW), Batching. | || **19** | ~~Performanceoptimierung — LLM Concurrency Semaphore(3), Priorisierung (HIGH/NORMAL/LOW), Batching~~ (✅ **ABGESCHLOSSEN** — `semaphore.py`, `priority_queue.py`, `llm.py`, `orchestrator.py` priority field, `test_performance.py`) |
| 20 | Context Budgeting — Pro Stage Kontext-Limits (Planner 8-16k, Claim 8-24k, Contradiction 16-32k, Synthesis 32-64k). | | 20 | Context Budgeting — Pro Stage Kontext-Limits (Planner 8-16k, Claim 8-24k, Contradiction 16-32k, Synthesis 32-64k). |
| 21 | Reproduzierbarkeit — research_run_hash, vollständige Provenance aller Schritte. | | 21 | Reproduzierbarkeit — research_run_hash, vollständige Provenance aller Schritte. |
| 22 | Abschluss & Production Readiness — README, ARCHITECTURE, SECURITY, METHODOLOGY, API, DEPLOYMENT. End-to-End-Test. | | 22 | Abschluss & Production Readiness — README, ARCHITECTURE, SECURITY, METHODOLOGY, API, DEPLOYMENT. End-to-End-Test. |