Task D — Google-style docstrings (Args/Returns) on every public function,
method, and class across all 158 Python files in the backend. Zero ruff D
violations (pydocstyle Google convention).
Task E — Explanatory one-line comment before every code line (~11600 new
comments). ruff check passes clean after isort re-sort.
Tarea 4.1 — OSINT Enrichment:
- Add OsintItem model with source_type, severity, CVSS metadata, review flag
- Add Alembic migration b022 with osint_items table and optimized indexes
- Add osint_enrichment_service with NVD API integration, deduplication, rate limiting
- Add OSINT router: GET /osint/items, /osint/summary, /osint/technique/{id}
- Add POST /osint/items/{id}/review to mark items as reviewed
- Add POST /osint/enrich/{technique_id} for manual single-technique enrichment
- Techniques with new CVEs are automatically flagged review_required=True
- Register weekly enrichment job in APScheduler
- Add NVD_API_KEY config setting for optional increased rate limits
Tarea 4.2 — Stale Coverage Detection:
- Add stale_detection_service that flags techniques with no validated test
in the last N days, or never-validated but with a coverage status
- Configurable threshold via STALE_THRESHOLD_DAYS setting (default 365)
- Register daily stale detection job in APScheduler
- Only flags techniques not already marked review_required
Full Jira/Tempo pipeline: link Aegis entities to Jira issues, auto-sync
status hourly, log time internally with integrity hashing, and optionally
push worklogs to Tempo.
- 1.1 JiraLink model + Worklog model: Alembic migration b020 with indexes,
enums (jiralinkentitytype, jirasyncdirection), and integrity_hash column
- 1.2 Jira service: atlassian-python-api wrapper with lazy singleton client,
search/create/sync operations, feature-flagged via JIRA_ENABLED
- 1.3 Jira router: CRUD endpoints for /jira/links, /jira/search,
/jira/create-issue with audit logging and entity-to-issue auto-creation
- 1.4 Tempo service: worklog push via tempo-api-python-client, auto-log from
test completions when TEMPO_ENABLED, graceful fallback on failure
- 1.5 Worklog service + router: immutable internal time records with SHA-256
integrity hash, CRUD at /worklogs, /worklogs/{id}/verify endpoint
- 1.6 Frontend: JiraLinkPanel component (search, link, sync, unlink) and
WorklogTimeline component (timeline view, manual log form) integrated into
TestDetailPage sidebar, CampaignDetailPage grid, TechniqueDetailPage
- 1.7 Jira sync job: APScheduler hourly job syncs all links from Jira,
registered in background scheduler alongside existing jobs
- Add intel_service.py: RSS feed scanner for threat intelligence
Searches CISA, NIST NVD, SANS ISC, BleepingComputer, The Hacker News,
Krebs on Security for mentions of MITRE technique IDs and names
- New intel items stored in intel_items table with URL deduplication
- Techniques with new intel flagged with review_required=True
- Add POST /system/run-intel-scan endpoint (admin only)
- Register weekly intel scan job in APScheduler (every 7 days)
- Audit log records each scan execution with summary stats
- Update README with new endpoint and project structure
- Add MITRE sync service via TAXII 2.0 with GitHub fallback
- Upsert attack-pattern objects into techniques table (691 techniques)
- Detect name/description changes and flag review_required on re-sync
- Add APScheduler background job running every 24h
- Add POST /system/sync-mitre endpoint (admin only)
- Add GET /system/scheduler-status endpoint (admin only)
- Configure logging for scheduler and sync visibility
- Update README with new endpoints and project structure
kitos
kitos