- Revert +/- buttons on service pills back to single-click = filter only this service
- Remove default exclusion of Exchange/SharePoint/Teams (privacy controls handle this server-side)
- Change default page size from 25 to 24 (divisible by 3 for the 3-column grid)
- Update DEFAULT_PAGE_SIZE config default to 24
- Replace single-click service pill filter with explicit +/− buttons
- '+' adds the service to the current filter (keeps other selections)
- '−' removes the service from the current filter
- Result pills keep toggle click behavior
- Add .pill__action styles for small inline buttons
- Service/category pills are now clickable: click to filter by that service
- Result pills (Success, Failure, etc.) are now clickable: click to filter by that result
- Click again to clear the filter (toggle behavior)
- Change default page size from 100 to 25
- Add DEFAULT_PAGE_SIZE config (env var, default 25), exposed via /api/config/features
- Change footer brand from CQRE to CQRE.NET
- Add pill--clickable hover styles
- Bump CSS cache-buster to v=10
- Add sticky top navigation bar with brand, repo/docs links, user chip
- Show logged-in user name + email from MSAL account
- Add footer with version, issue link, repo link, docs link
- Move action buttons (Fetch/Refresh/Login) to compact topbar
- Clean up hero section (removed buttons, just title + tagline)
- Bump CSS cache-buster to v=9
- Responsive stacking for mobile
- Replace broad service-level hiding with fine-grained operation-level gating
- PRIVACY_SENSITIVE_OPERATIONS config: hide specific operations across ALL services
- PRIVACY_SERVICES still works for broad service-level blocking (optional)
- Users without PRIVACY_SERVICE_ROLES:
* Don't see sensitive operations in /api/filter-options
* Can't query sensitive operations via /api/events or /api/ask
* Get 403 on /api/events/{id}/explain for sensitive events
- Exchange/Teams services remain visible; only privacy ops are hidden
- Update .env.example with new operation-level config docs
- Add Teams to noisy services excluded by default (frontend + backend ask)
- Exchange, SharePoint, and Teams now unchecked by default in filters
- Enhance explain endpoint with GUID resolution:
* Extract UUIDs from raw event JSON recursively
* Resolve directory objects via Graph API (user, group, SP, device)
* Include resolved names in LLM prompt so explanations reference
human-readable names instead of raw GUIDs
- Add asyncio import for to_thread wrapper around sync Graph calls
- Add saved_searches_collection to database.py with index on created_by+created_at
- New routes/saved_searches.py: GET /api/saved-searches, POST, DELETE
- Saved searches are scoped per user (created_by = token sub)
- Mount router in main.py
- Frontend: Save filters button, saved search pills with load/delete
- loadSavedSearches called on initApp
- applySavedSearch restores filters and validates services against current options
- Add CSS for saved-searches row
- Add tests for CRUD, delete 404, and name validation
- Add 'true' to result pill success keywords (pill--ok)
- Persist filter state to localStorage (loadSavedFilters/saveFilters)
- Default service selection excludes Exchange and SharePoint
- clearFilters resets to default selection (excluding noisy services)
- Restore saved services only if they still exist in current options
- Add POST /api/events/{id}/explain endpoint that fetches event + related events
and asks the LLM for a plain-language explanation with security context
- Add 'Copy' button to raw event modal (uses navigator.clipboard)
- Add 'Explain' button to raw event modal (only when AI_FEATURES_ENABLED)
- Show explanation in modal with markdown rendering
- Add CSS for modal actions and explanation panel
- Add tests for explain endpoint (404, no LLM key, mocked LLM success)
- Extract shared MCP tool handlers to mcp_common.py
- mcp_server.py now uses shared handlers (stdio transport for local dev)
- New routes/mcp.py: SSE transport behind existing OIDC Bearer auth
- Mount MCP ASGI app at /mcp in main.py when AI_FEATURES_ENABLED
- /mcp/sse -> establishes SSE stream (requires valid token when auth enabled)
- /mcp/messages/ -> receives MCP client messages
- Update README with SSE MCP docs
- Add tests for mount existence, auth, and message routing
- 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 keyword-based intent extraction: 'device' → Intune, 'user' → Directory, etc.
- Broad questions without intent auto-exclude noisy services (Exchange, SharePoint)
- Smart stratified sampling: failures always included, high-value services prioritised
- Fetch up to 1000 events from MongoDB, then curate best 200 for the LLM
- Excluded services noted in LLM prompt and query_info so the admin knows the scope
- Add VERSION build arg to Dockerfile
- Pass --build-arg VERSION in release workflow
- Remove VERSION env override from docker-compose files
- Version is now immutable inside the image, no runtime env var needed
- 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
When a query matches >50 events, the LLM now receives:
- Aggregated counts by service, operation, result, and actor
- A list of failures (up to 10)
- The 50 most recent raw events as samples
This scales to thousands of events without blowing the token budget
or losing signal. The LLM gets a bird's-eye view plus concrete examples.
Also updates the system prompt to handle both individual event lists
and aggregated overviews correctly.
- Bump LLM_MAX_EVENTS default from 50 to 200
- Add total_matched count to /api/ask response
- Include 'Showing X of Y total' header in LLM prompt so the model
knows when its view is a subset and avoids false certainty
- Update system prompt to instruct acknowledging scale when truncated
- Update test mocks to accept new total parameter
- 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
- Replace max_tokens with max_completion_tokens (required by newer Azure models)
- Remove hardcoded temperature (not supported by all model types)
- Add response body logging on LLM API errors for easier debugging
- 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
- Add LLM_API_VERSION config for Azure api-version query param
- Detect Azure endpoints and use api-key header instead of Bearer
- Handle base URLs that already include /chat/completions path
- Update .env.example with Azure OpenAI guidance
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
