Manifest-backed MCP tools, prompts, and resources with surface affordance contracts; agent capability manifest and governance projection; API contract tests and capability route projection; operations-loop and intelligence-funnel telemetry; release-control subsystem documentation, registry, and tooling; licensing and configuration.
saveToDisk used os.WriteFile which doesn't sync to disk before the
atomic rename. On CI runners with aggressive filesystem caching this
can leave the destination file with zero bytes, causing
TestKnowledgeStore_SaveLoad to fail with "unexpected end of JSON input".
- KnowledgeStore: use atomic write (temp+rename) to prevent file
corruption from concurrent async saves
- Change password tests: add auth headers since endpoint now requires
authentication
- ClearSession test: expect 2 cookies (pulse_session + pulse_csrf)
matching updated clearSession behavior
- API token test: update to match current behavior where query-string
tokens are accepted (needed for WebSocket connections)
- Host agent config: allow ScopeHostManage to resolve any host, not
just token-bound hosts
Major new AI capabilities for infrastructure monitoring:
Investigation System:
- Autonomous finding investigation with configurable autonomy levels
- Investigation orchestrator with rate limiting and guardrails
- Safety checks for read-only mode enforcement
- Chat-based investigation with approval workflows
Forecasting & Remediation:
- Trend forecasting for resource capacity planning
- Remediation engine for generating fix proposals
- Circuit breaker for AI operation protection
Unified Findings:
- Unified store bridging alerts and AI findings
- Correlation and root cause analysis
- Incident coordinator with metrics recording
New Frontend:
- AI Intelligence page with patrol controls
- Investigation drawer for finding details
- Unified findings panel with actions
Supporting Infrastructure:
- Learning store for user preference tracking
- Proxmox event ingestion and correlation
- Enhanced patrol with investigation triggers
rcourtman