The ForcePatrol() function was using the HTTP request context, which gets
cancelled immediately when the API response is sent. This caused LLM analysis
to fail with 'context canceled' before it could complete.
Now uses context.Background() so the goroutine runs independently of the
HTTP request lifecycle.
Also fixed dropdown hover gap issue in the dismiss menu.
Knowledge store notes are now included in the patrol LLM prompt. When users
save notes about resources (e.g., 'This VM intentionally runs hot'), the patrol
AI will see these notes and avoid flagging documented behavior as issues.
Changes:
- Added knowledge store reference to PatrolService
- Added SetKnowledgeStore() method to configure the store
- Enhanced buildPatrolPrompt() to include knowledge context
- Connected knowledge store to patrol in service.go SetStateProvider()
This complements the dismissed findings context to give the LLM a complete
picture of what the user considers normal/expected behavior.
Implements a comprehensive feedback system that allows the LLM to 'remember'
user decisions about findings, preventing repetitive/annoying alerts.
Backend changes:
- Extended Finding struct with dismissed_reason, user_note, times_raised, suppressed
- Added Dismiss(), Suppress(), SetUserNote(), IsSuppressed() methods to FindingsStore
- Added GetDismissedForContext() to format dismissed findings for LLM context
- Enhanced buildPatrolPrompt() to inject user feedback context
- Added POST /api/ai/patrol/dismiss and /api/ai/patrol/suppress endpoints
- Updated IsActive() to exclude suppressed findings
Frontend changes:
- Added Dismiss dropdown with options: Not an Issue, Expected Behavior, Will Fix Later
- Added Never Alert Again option for permanent suppression
- Expected Behavior prompts for optional note to help LLM understand context
- Added visual badges: recurrence count (×N), dismissed status, suppressed indicator
- Display user notes in expanded finding view
Also fixes:
- Fixed 403 error on Run Patrol (compilation errors from partial refactoring)
- Removed non-LLM patrol checks - patrol now uses LLM analysis only
- Fixed function signature mismatches in alert_triggered.go
The LLM now receives context about previously dismissed findings and is
instructed not to re-raise them unless severity has significantly worsened.
- Add alert-triggered AI analysis for real-time incident response
- Implement patrol history persistence across restarts
- Add patrol schedule configuration UI in AI Settings
- Enhance AIChat with patrol status and manual trigger controls
- Add resource store improvements for AI context building
- Expand Alerts page with AI-powered analysis integration
- Add Vite proxy config for AI API endpoints
- Support both Anthropic and OpenAI providers with streaming
Keep only the simple AI-powered approach:
- set_resource_url tool lets AI save discovered URLs
- Users ask AI directly: 'Find URLs for my containers'
- AI uses its intelligence to discover and set URLs
Removed:
- URLDiscoveryService (rigid port scanning)
- Bulk discovery API endpoints
- Frontend discovery button
The AI itself is smart enough to iterate through resources
and discover URLs when asked.
- Add URLDiscoveryService for scanning all resources at once
- Scans common web ports (80, 443, 8080, 8096, 3000, etc.)
- Automatically saves discovered URLs to resource metadata
- Add API endpoints for start/status/cancel discovery
- Progress tracking with results reporting
Endpoints:
- POST /api/ai/discover-urls/start - Start bulk discovery
- GET /api/ai/discover-urls/status - Check progress
- POST /api/ai/discover-urls/cancel - Cancel discovery
- Add MetadataProvider interface for AI to update resource URLs
- Add set_resource_url tool to AI service
- Wire up metadata stores to AI service via router
- Add URL discovery guidance to AI system prompt
- AI can now inspect guests/containers/hosts for web services
and automatically save discovered URLs to Pulse metadata
Usage: Ask the AI 'Find the web URL for this container' and it will:
1. Check for listening ports and web servers
2. Get the IP address
3. Verify the URL works
4. Save it to Pulse for quick dashboard access
- Add host metadata API for custom URL editing on hosts page
- Enhance AI routing with unified resource provider lookup
- Add encryption key watcher script for debugging key issues
- Improve AI service with better command timeout handling
- Update dev environment workflow with key monitoring docs
- Fix resource store deduplication logic
- Add Claude OAuth authentication support with hybrid API key/OAuth flow
- Implement Docker container historical metrics in backend and charts API
- Add CEPH cluster data collection and new Ceph page
- Enhance RAID status display with detailed tooltips and visual indicators
- Fix host deduplication logic with Docker bridge IP filtering
- Fix NVMe temperature collection in host agent
- Add comprehensive test coverage for new features
- Improve frontend sparklines and metrics history handling
- Fix navigation issues and frontend reload loops
The AI service now uses only buildUnifiedResourceContext() for
infrastructure context, since the resourceProvider is always set
during router initialization.
Removed:
- buildInfrastructureContext() function (~288 lines of dead code)
- Legacy fallback path in buildSystemPrompt()
The unified resource context provides a cleaner, deduplicated view
of infrastructure that includes:
- All resources grouped by platform and type
- Top CPU/Memory/Disk consumers
- Active alerts on resources
- Infrastructure summary statistics
This completes the AI service migration to unified resources.
This cleanup addresses transition debt from the unified resources migration:
Frontend cleanup:
- Move all Resource→Legacy type conversions to useResourcesAsLegacy() hook
- Add asNodes() and asDockerHosts() adapter functions to the hook
- Simplify DockerRoute, HostsRoute, DashboardView to use the centralized hook
- Remove ~300 lines of duplicated adapter code from App.tsx
- Remove debug console.log statements from Dashboard.tsx
- Fix CPU value conversion (divide by 100) for Dashboard compatibility
Backend fixes (from previous session):
- Fix parentID format in converters (VM, Container, Storage) to match Node.ID
- Format changed from 'instance/node/nodename' to 'instance-nodename'
- Update tests to match new parentID format
This consolidates all legacy type conversion logic in one place,
making future cleanup easier when components are migrated to use
unified resources directly.
Backend:
- Call SetMonitor after router creation to inject resource store
- Add debug logging for resource population and broadcast
Frontend:
- Add resources array to WebSocket store initial state
- Handle resources in WebSocket message processing
- Use reconcile for efficient state updates
The unified resources are now properly:
1. Populated from StateSnapshot on each broadcast cycle
2. Converted to frontend format (ResourceFrontend)
3. Included in WebSocket state messages
4. Received and stored in frontend state
5. Consumed by migrated route components
Console now shows '[DashboardView] Using unified resources: VMs: X'
confirming the migration is working end-to-end.
- Added PopulateFromSnapshot method to resources.Store
- Extended ResourceStoreInterface to include PopulateFromSnapshot
- Monitor now calls updateResourceStore before broadcasts
- This ensures resources are fresh on every WebSocket broadcast
Without this, the store would only be populated when /api/resources or
/api/state endpoints are hit, leaving WebSocket broadcasts empty.
- Extended StateFrontend with Resources field containing unified resource data
- Added ResourceFrontend and related types for frontend-compatible resource data
- Extended ResourceStoreInterface to include GetAll() method
- Monitor now injects resources into WebSocket broadcasts
- Added helper method getResourcesForBroadcast() to convert resources to frontend format
- All existing tests pass
This enables the frontend to access unified resources via WebSocket state.
- Removed /resources page and associated frontend components
- Removed ResourcesOverview.tsx, UnifiedResourceRow.tsx, columns.ts
- Removed frontend types/resource.ts
- Updated unified-resource-architecture.md to mark Phase 4 as ABANDONED
- Removed unified-view-migration-plan.md
- Backend unified resource model remains for AI context
This is a checkpoint before attempting full frontend migration to unified model.
The Resources page was showing 0 resources because the store was only
populated when /api/state was called (from the dashboard). Now the
resources are populated on-demand when /api/resources is accessed.
Changes:
- Added StateProvider interface to ResourceHandlers
- SetStateProvider() method for injecting the monitor
- HandleGetResources now calls PopulateFromSnapshot before querying
- Router injects monitor as state provider during SetMonitor()
This ensures the /resources page works even when accessed directly
without visiting the main dashboard first.
This commit implements the Unified Resource Architecture for AI-first
infrastructure management. Key features:
Phase 1 - Backend Unification:
- New unified Resource type with 9 resource types, 7 platforms, 7 statuses
- Resource store with identity-based deduplication (hostname, machineID, IP)
- 8 converter functions (FromNode, FromVM, FromContainer, etc.)
- REST API endpoints: /api/resources, /api/resources/stats, /api/resources/{id}
- 28 comprehensive unit tests
Phase 2 - AI Context Enhancement:
- Unified context builder for AI system prompts
- Cross-platform query methods: GetTopByCPU, GetTopByMemory, GetTopByDisk
- Resource correlation: GetRelated (parent, children, siblings, cluster)
- Infrastructure summary: GetResourceSummary with health status counts
- AI context now includes top consumers and infrastructure overview
Phase 3 - Agent Preference & Hybrid Mode:
- Polling optimization methods in resource store
- ResourceStoreInterface added to Monitor
- SetResourceStore() and shouldSkipNodeMetrics() helper methods
- Store automatically wired into Monitor via Router.SetMonitor()
- Foundation ready for reduced API polling when agents are active
Files added:
- internal/resources/resource.go - Core Resource type
- internal/resources/store.go - Store with deduplication
- internal/resources/converters.go - Type converters
- internal/resources/platform_data.go - Platform-specific data
- internal/resources/store_test.go - 28 tests
- internal/resources/converters_test.go - Converter tests
- internal/api/resource_handlers.go - REST API handlers
- internal/ai/resource_context.go - AI context builder
- .gemini/docs/unified-resource-architecture.md - Architecture docs
All tests pass.
- Extended AI context selection to host rows in HostsOverview
- Added resourceId prop to StackedMemoryBar for sparkline support
- Relocated guest URL editing from GuestRow name click
- Added GuestNotes component with URL field in AI sidebar
- Refined host routing in AI service backend
- Minor animation and styling improvements
- Implement 'Show Problems Only' toggle combining degraded status, high CPU/memory alerts, and needs backup filters
- Add 'Investigate with AI' button to filter bar for problematic guests
- Fix dashboard column sizing inconsistencies between bars and sparklines view modes
- Fix PBS backups display and polling
- Refine AI prompt for general-purpose usage
- Fix frontend flickering and reload loops during initial load
- Integrate persistent SQLite metrics store with Monitor
- Fortify AI command routing with improved validation and logging
- Fix CSRF token handling for note deletion
- Debug and fix AI command execution issues
- Various AI reliability improvements and command safety enhancements
- Extract ostype from LXC container config (debian, ubuntu, alpine, etc.)
- Map ostype values to human-readable names (e.g., "debian" -> "Debian")
- Add OSName field to Container model and ContainerFrontend
- Add icons for NixOS, openSUSE, and Gentoo in frontend
- LXC containers now show OS icons alongside VMs in the dashboard
Supported LXC OS types: alpine, archlinux, centos, debian, devuan,
fedora, gentoo, nixos, opensuse, ubuntu, unmanaged
ClearActiveAlerts triggers an async save to disk, which can race with
LoadActiveAlerts reading the file. The test now clears the in-memory
map directly without triggering the async save.
- Add AI service with Anthropic, OpenAI, and Ollama providers
- Add AI chat UI component with streaming responses
- Add AI settings page for configuration
- Add agent exec framework for command execution
- Add API endpoints for AI chat and configuration
Host agent was including Docker overlay2 mounts from TrueNAS SCALE's
.ix-apps directory in disk totals. These mounts inherit the ZFS pool's
AVAIL space, causing massively inflated storage numbers (e.g., 173 TB
per container overlay instead of actual usage).
Changes:
- Add /mnt/.ix-apps/docker/ to container overlay path exclusions
- Use ShouldSkipFilesystem() in host agent disk collection (was only
using ShouldIgnoreReadOnlyFilesystem() which missed container paths)
- Add test cases for TrueNAS overlay paths
Related to #718
- Rename checkFlapping to checkFlappingLocked to clarify lock contract
- Replace goto statements with structured control flow
- Wire up unused recordAlertFired/recordAlertResolved metric hooks
- Add trackingMapCleanup goroutine to prevent memory leaks from stale entries
- Tighten alert ID validation to alphanumeric + safe punctuation
- Fix history save error handling to properly manage backup lifecycle
- Add auto-migration for deprecated GroupingWindow field
- Refactor 300+ line UpdateConfig into focused helper functions
- Unify duplicate evaluateVMCondition/evaluateContainerCondition
- Add constants for magic numbers (thresholds, timing, flapping)
- Update tests to match new backup behavior
- Add unit tests for internal/buffer package
- Fix misleading "ring buffer" comment (it's a bounded FIFO queue)
- Remove unused BufferCapacity config field from both agents
- Rewrite flaky integration test to use polling instead of fixed sleeps
When new nodes are added to a Proxmox cluster after Pulse was
initially configured, they weren't showing up in Settings. The
existing "Refresh" button only triggered network discovery, not
cluster membership re-detection.
Changes:
- Add POST /api/config/nodes/{id}/refresh-cluster endpoint
- Add "Refresh" button in cluster node panel in Settings
- Re-detect cluster membership and update stored endpoints
Related to #799
The config package has a more robust IsPasswordHashed function that
handles truncated hashes. The auth package had a simpler duplicate
that was only used in tests. Removed the duplicate and its test
(already covered by config/config_utils_test.go).
Reduces deadcode findings from 7 to 6.
The isLoopback function in internal/hostagent/agent.go was unused in
production code - it was a duplicate of the same function in
internal/hostmetrics/collector.go which is actively used.
Removed the dead code along with its associated tests to reduce
maintenance burden and improve code clarity.
Refactor the test to avoid unreachable code after panic by
checking a flag set before the panic instead of after. This
resolves the go vet warning while maintaining test coverage.
Replace raw fmt.Printf calls with structured zerolog logging for
consistency with the rest of the codebase. This improves log
formatting and enables proper log level filtering.
Add tests for the remaining uncovered State methods:
- SyncGuestBackupTimes: Tests backup time sync from storage and PBS backups
- UpdateStorageBackupsForInstance: Tests storage backup updates with instance isolation
Improves internal/models coverage from 89.6% to 95.6%.
Add missing godoc comments to:
- BuildGuestKey in alerts/alerts.go
- GenerateMockData in mock/generator.go
- NewDockerUpdater, NewAURUpdater in updates/adapter_installsh.go
- NewMockUpdater in updates/mock_updater.go
Add missing godoc comments to:
- NewRateLimiter and Allow in ratelimit.go
- SnapshotSyncStatus in temperature_proxy.go
- NewClient and GetVersion in pkg/pmg/client.go
Cache err.Error() result in two locations:
- monitor.go: storage query retry logic (2x calls to 1)
- monitor_polling.go: storage timeout handling (2x calls to 1)
Removed two DEBUG log statements that were logging full nodes config
JSON at Info level. This was verbose and potentially exposed sensitive
configuration data (credentials, tokens) in logs.
strconv.Itoa is faster than fmt.Sprintf("%d", ...) because it doesn't
need to parse a format string. Changed 4 occurrences in monitoring
package where integers are converted to strings.
Move regex compilation from function bodies to package-level variables
to avoid recompilation when parsing version strings.
Affected regexes:
- semverRe: Matches semantic version format (X.Y.Z-prerelease+build)
- rcNumRe: Extracts RC number from prerelease strings
These are called multiple times during version comparison and update checks.
Move regex compilation from function bodies to package-level variables
to avoid recompilation on each RAID array check during polling cycles.
Affected regexes:
- mdDeviceRe: Matches md device names in /proc/mdstat
- slotRe: Matches device slot lines in mdadm --detail output
- speedRe: Extracts rebuild speed from /proc/mdstat
Storage that is disabled in Proxmox (Datacenter > Storage > enabled=no)
was incorrectly showing as "available" in Pulse. The issue was that
Enabled/Active fields defaulted to true and were never set to false
from the per-node API response.
Now the model correctly initializes Enabled/Active from the Proxmox
per-node storage API response, and the status determination prioritizes
checking the disabled state first.
Related to #796
- parseDetail: Remove len(parts) != 2 check after SplitN(line, ":", 2)
when we already verified line contains ":" (SplitN always returns 2)
Function improved from 96.4% to 98.1% coverage.
- checkOrigin: Remove redundant same-origin check at line 155 that was
already handled at line 116 (origin == requestOrigin)
Function improved from 95.1% to 97.4% coverage.
- Host.ToFrontend: Remove redundant h.DisplayName check after struct
initialization already set host.DisplayName = h.DisplayName
Function now at 100% coverage.
- errors.isRetryable: Convert final case to default (all ErrorType values covered)
- scheduler.SelectInterval: Remove bounds checks after mathematical computation
that guarantees target ∈ [min, max]
Both functions now at 100% coverage.
- firstForwardedValue: strings.Split always returns at least one element
- shouldRunBackupPoll: remaining is always >= 1 by math
- convertContainerDiskInfo: lowerLabel is never empty for non-rootfs
All three functions now at 100% coverage.
Add tests for sliding expiration session validation and no-auth
configured scenarios. These test explicit paths for better coverage
documentation even though they were already exercised indirectly.
Add comprehensive direct tests for the CheckProxyAuth function covering:
- Not configured (returns false)
- Invalid secret (returns false)
- Missing secret header (returns false)
- Valid secret without user header configured (returns true, admin)
- Missing user header when configured (returns false)
- Valid auth with username (returns true with username)
- Role checking with empty roles header (defaults to admin)
- Role checking with admin role present (returns admin=true)
- Role checking without admin role (returns admin=false)
- Custom role separator (comma instead of pipe)
- Role with whitespace (trimmed correctly)
Coverage: CheckProxyAuth 89.3% → 100%
Add comprehensive tests for the ValidateSession wrapper function covering:
- Non-existent token (returns false)
- Empty token (returns false)
- Valid token (returns true)
- Expired token (returns false)
The ValidateSession function is a simple wrapper around the SessionStore's
ValidateSession method, but having direct tests ensures the wrapper is
exercised and documents its expected behavior.
Coverage: ValidateSession 0% → 100%
Add comprehensive tests for the RequireAdmin middleware covering:
- No auth configured (allows access by design)
- API-only mode (rejects requests without token)
- Basic auth with invalid credentials
- Proxy auth with admin role (allowed)
- Proxy auth with non-admin role (forbidden)
- Proxy auth with invalid secret (unauthorized)
- Proxy auth without role header (defaults to admin)
- Proxy auth with custom role separator
- Proxy auth with spaces in roles (trimmed)
- Basic auth authenticated users (allowed as admin)
- JSON vs plain text error responses based on path/Accept header
Also improves CheckProxyAuth coverage as a side effect.
Coverage: RequireAdmin 20.8% → 87.5%
Coverage: CheckProxyAuth 0.0% → 89.3%
Coverage: API package 30.9% → 31.9%
Add comprehensive tests for the saveHistoryWithRetry function covering:
- Backup file creation from existing history
- Empty history serialization
- Single retry success
- Read-only directory failure with retries
- Concurrent saves with serialization via saveMu
- Snapshot isolation during save
Coverage: saveHistoryWithRetry 58.6% → 86.2%
Coverage: alerts package 87.4% → 87.8%
Tests for NotificationManager accessor and helper functions.
Covers queue retrieval, webhook delivery tracking, history trimming
to max 100 entries, and copy-on-read semantics. Notifications 56.6%→57.3%.
Add TestDispatchAlert with 8 test cases covering:
- Returns false when onAlert callback is nil
- Returns false when alert is nil
- Returns false when activation state is pending
- Returns false when activation state is snoozed
- Returns false for monitor-only alerts
- Dispatches synchronously when async is false
- Dispatches asynchronously when async is true
- Clones alert before dispatch
Alerts package coverage: 83.4%→83.5%
The quick-setup command for temperature monitoring was generating
--standalone --http-mode which is meant for Docker deployments. This
confused users trying to set up multi-server Proxmox monitoring.
Now uses --ctid which works for both local and remote Proxmox hosts.
The installer detects when the container doesn't exist locally and
installs in "host monitoring only" mode automatically.
If we can determine the actual CTID from the host proxy summary,
we use it; otherwise we show <PULSE_CTID> for the user to replace.
Related to #785
