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rcourtman
2c02075a24
Follow-up to #2234. Patrol stopped calling
`ChangeDetector.DetectChanges` when it moved to agentic execution
(1b1c9bb2a3). Recent-change context comes from the unified-resource
timeline, and the detector survives only as a fallback reader of the
legacy `ai_changes.json` that older releases wrote. #2234 removed the
detector's unjoined save. The detection code itself was still there, and
only tests used it.
## Removed
- `DetectChanges` and `detectResourceChanges`, which diffed snapshots.
- `ResourceSnapshot` and its `internal/ai` alias.
- Change-ID generation, and the seven description formatters with their
`formatBytes`/`formatFloat` helpers.
- The detector's lock. The history is loaded once at construction and
never modified, so reads need no lock.
- Tests of the detection logic, its heap stability
(`change_detector_memory_regression_test.go`) and ID uniqueness
(`changes_concurrency_test.go`).
## Unchanged
- `NewChangeDetector`, legacy loading and trimming.
- The read APIs: `GetChangesForResource`, `GetRecentChanges` and
`GetChangesSummary`.
- The `ChangeType` constants, which label the legacy entries.
- `intToString`, which the incident and remediation code share.
## Tests
The `internal/ai` tests that used detection to seed the fallback now
write a legacy `ai_changes.json` and load it. That is the path
production reads.
To check that the new seeding really exercises the load path, I broke
legacy loading through an overlay. 10 of the 12 re-seeded tests then
fail. The other two assert that the fallback is left out of a
type-scoped patrol, or that it loses to the canonical timeline, so empty
history also satisfies them.
That run also exposed three weak assertions, now tightened:
- Two formatter comparisons passed against an empty detector because `""
== ""`. They now reject empty output.
- One summary test used `t.Error` and then indexed `[0]`. It now uses
`t.Fatal`.
The ai-runtime contract now describes the detector as a legacy-history
reader.
Pulse documentation
Start here for installation, platform setup, security, operations, and Pulse Intelligence. Commands, configuration keys, image names, API fields, and product identifiers remain untranslated in localized guides.
Start here
- Install Pulse — signed Proxmox/Linux installation, Docker, Docker Compose, Kubernetes, and first-run setup.
- Production deployment and security — least-privilege Proxmox setup, root-agent boundaries, discovery, supply-chain verification, plan limits, scale evidence, and a rollout checklist.
- Upgrade from Pulse v5 — migration prerequisites, rollback, agent continuity, and post-upgrade checks.
- Releases and update channels: choosing Stable or Preview, beta and RC expectations, and how releases are tested and promoted.
- Configure Pulse — authentication, notifications, discovery, retention, and system settings.
- Deployment models — data locations, lifecycle, and differences between supported deployment paths.
- Troubleshooting and FAQ — common failures, diagnostics, and operator questions.
Localized getting started guides: Deutsch · Español
Platforms and agents
- Proxmox Backup Server
- Proxmox Mail Gateway
- Docker and Podman
- Kubernetes and Helm
- TrueNAS SCALE and CORE
- Unified Agent
- Agent security
- VM disk monitoring
- ZFS monitoring
- Temperature monitoring
VMware vSphere support is early access. Current builds expose dedicated vSphere inventory and recovery context, but operators should validate the integration against their own vCenter before production use.
Monitoring and operations
- Metrics history
- Recovery data
- Webhooks
- Automatic updates
- Centralized agent management (Pro)
- Operational trust model
- Current product screenshots
Pulse Intelligence
- Assistant, Patrol, and external-agent overview
- Patrol modes and safety
- Assistant safety model
- External agent HTTP and MCP substrate
Patrol watch-only analysis is available on Community with a local model or the operator's own provider. Investigation and governed fixes require the relevant Pulse Pro capabilities.
Security, privacy, and access
- Production deployment and security
- Security review scope
- Authentication and credential storage review packet
- Security guide
- Privacy and telemetry disclosure
- OIDC and SSO
- Proxy authentication
- Role-based access control (Pro)
- Audit logging (Pro)
- Reverse proxy configuration
- Code-signing policy
Plans and managed access
- Community, Relay, and Pro capabilities
- Relay and Pulse Mobile handoff
- Multi-tenant organizations (Enterprise/custom)
- Provider-hosted MSP operations (request-assisted)
Pulse Cloud is not generally available. Ordinary self-hosted Pulse remains the primary installation path; MSP and Enterprise access are explicit commercial paths rather than defaults in self-hosted setup.
Development and reference
Detailed design notes and dated migration specifications may remain in this directory for maintainers, but they are not operator setup guides unless they are linked from the sections above.
Previous versions and migrations
- Upgrade from v4 to v5
- Retired unified-navigation migration — historical context only; current Pulse uses platform-shaped navigation.
- Move a Pulse installation
Found a bug? Use the issue forms. For setup questions, use GitHub Discussions.