- Add AI_FEATURES_ENABLED config flag to gate AI/natural-language features
- Conditionally register /api/ask router based on AI_FEATURES_ENABLED
- Add GET /api/config/features endpoint for frontend feature detection
- Update frontend to hide Ask panel when AI features are disabled
- Implement standalone MCP server (backend/mcp_server.py) with tools:
* search_events, get_event, get_summary, ask
- Add mcp dependency to requirements.txt
- Update .env.example, AGENTS.md, and ROADMAP.md
- Bump VERSION to 1.3.0
- Add GET /api/version endpoint that reads VERSION file
- Frontend fetches version on init and displays it as a badge in the header
- Add version-badge CSS styling
- Update docker-compose.yml comment to v1.2.5
- AskRequest now accepts optional filter fields: services, actor, operation,
result, start, end, include_tags, exclude_tags
- ask_question merges NL-extracted constraints with explicit UI filters
- Frontend sends active filter state with every ask request
- Show filter hint below ask input when filters are active
- Add tests for service+result filtering and actor filtering in /api/ask
Bump version to 1.2.0
- Add llm_error field to AskResponse so users know why AI summarisation was skipped
- Show orange warning banner in frontend when LLM is not configured or call fails
- Update AskEndpoint tests to assert llm_error presence
Features:
- Add /api/ask endpoint for plain-language audit log queries
- Regex-based time/entity extraction (no LLM required for parsing)
- LLM-powered narrative summarisation with OpenAI-compatible APIs
- Graceful fallback to structured bullet lists when LLM is unavailable
- Frontend ask panel with markdown rendering and cited events
Production:
- Harden Dockerfile: non-root user, gunicorn+uvicorn workers
- Add docker-compose.prod.yml with internal networks and health checks
- Add nginx reverse proxy with security headers
- MongoDB no longer exposed externally in production
Tests:
- 29 new tests for ask parsing, query building, and endpoint behaviour
- Fix conftest monkeypatch for routes.ask events collection
Bump version to 1.1.0
- Add include_tags/exclude_tags query params to /api/events
- Add POST /api/events/bulk-tags endpoint with append/replace modes
- Frontend: add Include tags / Exclude tags filter inputs
- Frontend: add Bulk tag matching button with prompt for tag and mode
- Update filter layout to accommodate new tag fields
- Add tests for tag filtering and bulk tag append/replace
- Fix auth by using idToken fallback when accessToken audience mismatches
- Add PyJWT verification with audience-aware token selection in frontend
- Source health: track last_attempt_time and error status per source
- Frontend: fix modal outside x-data scope, add circular-safe JSON stringify
- Frontend: support multi-select service filter with All/None toggles
- Frontend: improve filter layout into organized rows
- Frontend: fix text overflow and result pill colors (success/succeeded)
- Intune: normalize application actors (auditActorType=Application)
- Add cache-control middleware for HTML/API responses
- Update tests for multi-service filtering and source health
- Migrate frontend to Alpine.js for reactive state management
- Add source health dashboard in UI and /api/source-health endpoint
- Add event tagging (PATCH /api/events/{id}/tags) and commenting (POST /api/events/{id}/comments)
- Add CSV/JSON export from the UI
- Add rule-based alerting engine (rules.py) with CRUD endpoints (/api/rules)
- Add SIEM export via webhook (siem.py)
- Add AOC audit trail middleware logging all mutations to aoc_audit collection
- Update config with SIEM_ENABLED, SIEM_WEBHOOK_URL, ALERTS_ENABLED
- Add tests for rules engine, tags, comments, and source health
