Phase 1 of Pulse AI differentiation:
- Create internal/ai/context package with types, trends, builder, formatter
- Implement linear regression for trend computation (growing/declining/stable/volatile)
- Add storage capacity predictions (predicts days until 90% and 100%)
- Wire MetricsHistory from monitor to patrol service
- Update patrol to use buildEnrichedContext instead of basic summary
- Update patrol prompt to reference trend indicators and predictions
This gives the AI awareness of historical patterns, enabling it to:
- Identify resources with concerning growth rates
- Predict capacity exhaustion before it happens
- Distinguish between stable high usage vs growing problems
- Provide more actionable, time-aware insights
All tests passing. Falls back to basic summary if metrics history unavailable.
Significantly enhanced network discovery feature to eliminate false positives,
provide real-time progress updates, and better error reporting.
Key improvements:
- Require positive Proxmox identification (version data, auth headers, or certificates)
instead of reporting any service on ports 8006/8007
- Add real-time progress tracking with phase/target counts and completion percentage
- Implement structured error reporting with IP, phase, type, and timestamp details
- Fix TLS timeout handling to prevent hangs on unresponsive hosts
- Expose progress and structured errors via WebSocket for UI consumption
- Reduce log verbosity by moving discovery logs to debug level
- Fix duplicate IP counting to ensure progress reaches 100%
Breaking changes: None (backward compatible with legacy API methods)
Improves configuration handling and system settings APIs to support
v4.24.0 features including runtime logging controls, adaptive polling
configuration, and enhanced config export/persistence.
Changes:
- Add config override system for discovery service
- Enhance system settings API with runtime logging controls
- Improve config persistence and export functionality
- Update security setup handling
- Refine monitoring and discovery service integration
These changes provide the backend support for the configuration
features documented in the v4.24.0 release.
