NSCT Agent 08ec0e290c feat(stage16): implement observability — structured logging, metrics, tracing ...

- JSONFormatter, ContextVars, set_research_run_id() with short logger names
- self-built Counter/Histogram/Gauge system (no external deps)
- Prometheus text export at /metrics
- Request logging middleware with X-Request-ID
- Metrics instrumentation: search_queries, sources_fetched, claims, contradictions
- Histograms: research_duration, llm_request_duration
- Gauge: active_research_runs
- 13 + 21 = 34 tests

2026-08-27 19:44:46 +00:00

..

agents

Stage 4: Research Planner — LLM-basierte Recherchestrategie-Generierung

2026-08-23 13:28:23 +00:00

api

feat(stage16): implement observability — structured logging, metrics, tracing

2026-08-27 19:44:46 +00:00

crawler

Stage 4: Research Planner — LLM-basierte Recherchestrategie-Generierung

2026-08-23 13:28:23 +00:00

models

feat(stage13): implement Iterative Research / Gap Analysis\n\nImplement Gap Analysis Engine (Stage 13):\n- GapAnalysisEngine: detect single-source claims, contradictions,\n missing primary sources, weak evidence\n- IterationReport: structured gap findings with severity & target\n- GapSearchQuery: derived search queries per gap finding\n- Integration into ResearchOrchestrator: runs gap analysis after\n extracting, then executes gap searches iteratively\n- 17 tests covering all analysis categories and edge cases

2026-08-26 11:19:35 +00:00

orchestration

feat(stage16): implement observability — structured logging, metrics, tracing

2026-08-27 19:44:46 +00:00

providers

STAGE 2: Search Provider Abstraction für NSCT

2026-08-23 12:16:29 +00:00

security

Stage 0: Repository und Architekturgrundlage

2026-08-23 11:33:45 +00:00

stages

feat(stage13): implement Iterative Research / Gap Analysis\n\nImplement Gap Analysis Engine (Stage 13):\n- GapAnalysisEngine: detect single-source claims, contradictions,\n missing primary sources, weak evidence\n- IterationReport: structured gap findings with severity & target\n- GapSearchQuery: derived search queries per gap finding\n- Integration into ResearchOrchestrator: runs gap analysis after\n extracting, then executes gap searches iteratively\n- 17 tests covering all analysis categories and edge cases

2026-08-26 11:19:35 +00:00

storage

feat(stage11): audio integration — STT for interviews, podcasts, press conferences with timestamped claims

2026-08-25 15:31:03 +00:00

__init__.py

Stage 0: Repository und Architekturgrundlage

2026-08-23 11:33:45 +00:00

cli.py

feat(stage15): implement CLI with search, status, report, sources, claims, list, delete

2026-08-27 17:09:36 +00:00

config.py

Stage 0: Repository und Architekturgrundlage

2026-08-23 11:33:45 +00:00

logging_config.py

feat(stage16): implement observability — structured logging, metrics, tracing

2026-08-27 19:44:46 +00:00

metrics.py

feat(stage16): implement observability — structured logging, metrics, tracing

2026-08-27 19:44:46 +00:00