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pyr0ball 14bec5769b feat: Stage 5 synthesizer + pipeline orchestrator + feature flag wiring (issue #29) 
- Add app/services/diagnose/synthesizer.py: SummarySynthesizer (Stage 5)
  - Builds structured LLM prompt from ranked hypotheses, timeline, RAG context
  - Excludes suppressed hypotheses from the narrative prompt
  - Deterministic fallback when no LLM configured or LLM call fails
  - Same cf-orch task endpoint + direct OpenAI-compat fallback pattern as other stages

- Replace pipeline.py stub with full run_pipeline() async generator
  - Orchestrates all 5 stages via asyncio.to_thread for each synchronous stage
  - Yields typed SSE event dicts: status, pipeline_stage (1-4), hypotheses, reasoning, done
  - Suppressor counts (active vs suppressed) reported in stage 4 event message

- Wire MULTI_AGENT_ENABLED feature flag into diagnose_stream()
  - TURNSTONE_MULTI_AGENT_DIAGNOSE=true routes through run_pipeline()
  - pipeline emits its own done event; legacy path unchanged when flag is false
  - Import of run_pipeline added to __init__.py

- Add 21 new tests (350 -> 371 passing):
  - tests/test_diagnose_synthesizer.py: 8 tests (with/without LLM, suppressed,
    empty ranked, LLM failure fallback)
  - tests/test_diagnose_pipeline.py: 13 tests (flag off, flag on event sequence,
    empty entries, no LLM, stage 1 cluster count message)

Closes: #29
2026-05-25 14:56:25 -07:00
..
context refactor: extract embeddings service layer — decouple context embedder from Ollama 2026-05-25 11:01:25 -07:00
__init__.py feat: initial Turnstone POC — ingest, FTS search, MCP server 2026-05-08 12:12:34 -07:00
test_blocklist_endpoints.py refactor: rename ingest → glean throughout codebase 2026-05-20 23:02:55 -07:00
test_diagnose_classifier.py feat: Stage 2 — SeverityClassifier for multi-agent diagnose pipeline (issue #29) 2026-05-25 13:27:17 -07:00
test_diagnose_hypothesizer.py fix: defensive coercion for LLM confidence and cluster fields in hypothesizer 2026-05-25 14:00:30 -07:00
test_diagnose_pipeline.py feat: Stage 5 synthesizer + pipeline orchestrator + feature flag wiring (issue #29) 2026-05-25 14:56:25 -07:00
test_diagnose_suppressor.py refactor: extract _score_hypothesis helper, fix exception types, pass device in suppressor 2026-05-25 14:41:33 -07:00
test_diagnose_synthesizer.py feat: Stage 5 synthesizer + pipeline orchestrator + feature flag wiring (issue #29) 2026-05-25 14:56:25 -07:00
test_diagnose_timeline.py feat: Stage 1 — TimelineReconstructor for multi-agent diagnose pipeline (issue #29) 2026-05-25 12:54:15 -07:00
test_export_corpus.py feat: periodic corpus export — push ERROR/CRITICAL entries and incidents to Avocet 2026-05-11 17:08:35 -07:00
test_glean_dmesg.py refactor: rename ingest → glean throughout codebase 2026-05-20 23:02:55 -07:00
test_glean_fingerprint.py feat: fingerprint-based incremental glean — skip unchanged files (#30) 2026-05-25 11:01:18 -07:00
test_glean_pipeline_ssh.py feat: SSH remote host glean — transport layer and pipeline integration (closes #22, backend) 2026-05-20 23:03:13 -07:00
test_glean_qbittorrent.py refactor: rename ingest → glean throughout codebase 2026-05-20 23:02:55 -07:00
test_glean_ssh.py feat: SSH remote host glean — transport layer and pipeline integration (closes #22, backend) 2026-05-20 23:03:13 -07:00
test_glean_syslog.py refactor: rename ingest → glean throughout codebase 2026-05-20 23:02:55 -07:00
test_glean_tautulli.py refactor: rename ingest → glean throughout codebase 2026-05-20 23:02:55 -07:00
test_glean_wazuh.py refactor: rename ingest → glean throughout codebase 2026-05-20 23:02:55 -07:00
test_service_blocklist.py refactor: rename ingest → glean throughout codebase 2026-05-20 23:02:55 -07:00
test_service_pihole.py fix(blocklist): validate _v6_auth session JSON, add auth-failure test 2026-05-15 21:03:03 -07:00
test_services_diagnose.py refactor: rename ingest → glean throughout codebase 2026-05-20 23:02:55 -07:00
test_services_llm.py feat: switch LLM backend to OpenAI-compat; add cf-orch remote inference support 2026-05-12 12:58:38 -07:00
test_watch_watcher.py feat: add file tail source type; configure example-node watchers 2026-05-11 15:44:10 -07:00