pulse-triage[bot] ee63f32afc Keep alerts and backup protection honest when telemetry is unusable (#2459)
## What changed and why
Monitoring should not interpret unusable telemetry as healthy protection
or reliable alert evidence.

- Treat NaN, infinities, invalid authoritative History samples and
overflowing metric averages as unknown. Preserve the last trusted
incident and notification state, then resume normal evaluation when
finite observations return. Explicit rule disabling still works.
- Keep malformed, future or otherwise unusable backup completion
timestamps distinct from genuine absence. Existing workload rows,
tooltips and guest details show cautionary uncertainty rather than
healthy protection or an invented completion date. Running activity and
valid freshness thresholds remain distinct.

These are repairs to existing alert and backup-safety surfaces, not new
features or native backup/thaw acceptance.

## Included source
Complete range:
`0f58485b52a59a21b944e73ed45637a8914b8a88..a1cde2ffe0bf86ea76bbd678e4bb0eb72860e72f`.

- Alert candidate `1265ff10145c270f38666acfb68c13f2eb2399b6`, integrated
at `f80f4b75ff46acaf7dd324208983f52a3be7171c`.
- Backup timestamp candidate `a0b3c09e07bd700374a587db7908fa780d6d7631`,
integrated at `1ff46c4261e11b4a8edcd573df415a217ecd34cd`.
- Upstream reconciliation `01bf594d67c39ac4a63ab0b5611ee22eda790ea9`
retains published main and every reviewed commit unchanged.
- Additive test-fixture repair
`a1cde2ffe0bf86ea76bbd678e4bb0eb72860e72f` supplies the real History
response envelope to the PBS target E2E test. PR2457 run `37188438472`
failed both chart assertions in three browser projects; its mock omitted
range/start/end required by the reviewed response validator. Product
validation, target checks and both-chart assertions are unchanged.

## Validation
The combined product source passes the complete alerts package and
frontend type checking plus 220 focused backup/workload tests in offline
disposable source proofs. Retained backup-candidate evidence includes
548 connected tests, lint/audits, production build/budgets, 13 parent
regressions and ten legitimate controls, plus twelve Chromium/WebKit
production-component fixture paths. Browser receipt hashes match the
final product files.

The fixture correction is checked separately against the unchanged
production History validator, including rejection of the old envelope
and wrong-target/selection or missing-bound controls. This is a
response-contract check, not a full E2E or chart-render pass. Exact-head
hosted CI must verify the complete E2E journey. A cancelled earlier
benchmark is not a pass. Local browser preparation failures from
unavailable canonical dependencies remain explicit limitations.

Provenance, clean-source, additive ancestry and diff checks pass. No
accepted commit was rewritten; unchanged proofs were not repeated solely
to combine candidates.

## Remaining limits
No containing release, installed alert/notification relief, native
backup/restore or guest thaw is established. Existing backup safety
guidance and independent native acceptance remain necessary.

Related to #2439


[How Pulse handles
triage](https://github.com/rcourtman/Pulse/blob/main/docs/AI_TRANSPARENCY.md)
2026-10-04 09:28:44 +00:00
2026-03-18 16:06:30 +00:00
2026-09-01 21:37:41 +01:00
2026-03-18 16:06:30 +00:00
2025-10-11 23:29:47 +00:00
2026-03-18 16:06:30 +00:00
2026-09-01 21:37:41 +01:00

Pulse

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Real-time Proxmox, Docker and Kubernetes monitoring that finds what needs attention.

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Live demo · Documentation · Releases · Discussions

Pulse is a self-hosted monitoring workspace for Proxmox, Docker, Kubernetes, TrueNAS, physical and virtual machines, and early-access VMware vSphere environments. It combines live infrastructure state, history, alerts, recovery visibility, and scheduled health checks without requiring a conventional enterprise monitoring stack.

Pulse Proxmox workspace

Why Pulse

  • It watches between visits. Alerts and Pulse Patrol find failed backups, capacity pressure, restart loops, unhealthy containers, clock drift, and other problems that dashboards cannot surface when nobody is looking.
  • It keeps each platform familiar. Proxmox, Docker, Kubernetes, TrueNAS, vSphere, and machines have dedicated views, backed by one shared resource model for search, alerts, history, and investigation.
  • It stays operator-controlled. Credentials are encrypted at rest, API tokens are scoped, agent commands are disabled by default, and governed fixes require the configured policy and approval path.

Platform coverage

Platform Coverage
Proxmox VE, PBS, and PMG Nodes, guests, storage, backups, replication, Ceph, mail gateways, and alerts
Docker and Podman Hosts, containers, Compose projects, Swarm services, health, images, and updates
Kubernetes Clusters, nodes, workloads, pods, services, storage, and events through the unified agent
TrueNAS SCALE and CORE Pools, datasets, disks, snapshots, replication tasks, apps, VMs, and alerts
Linux, Windows, and macOS machines Host health, filesystems, networking, temperatures, RAID, and availability through the unified agent
VMware vSphere Early-access inventory, hosts, clusters, VMs, datastores, networks, snapshots, and recovery context; validate against your own vCenter before production use

Platform pages keep storage and recovery information beside the infrastructure it belongs to. Alerts, Actions, and Patrol remain cross-platform views.

Patrol: monitoring that does rounds

Pulse Patrol runs scheduled checks across the current state and recent history of your infrastructure. Community installations can use a local model or their own AI provider for watch-only analysis. Pulse Pro adds investigation and policy-bound fixes with approval, verification, and an audit trail.

Pulse Patrol attention queue

Pulse also includes an interactive Assistant and an MCP adapter for external clients such as Claude Code and OpenCode. Both sit on top of the same scoped inventory, metrics, alert, storage, and governed-action contracts.

Quick start

Choose an exact version from the latest release and keep that version pinned during installation.

Docker

docker run -d \
  --name pulse \
  -p 7655:7655 \
  -v pulse_data:/data \
  -e PULSE_DEPLOYMENT_METHOD=docker_run \
  --restart unless-stopped \
  rcourtman/pulse:vX.Y.Z

Open http://<your-ip>:7655 and follow the bootstrap-token setup. Docker host monitoring is provided by the unified agent; the Pulse server container does not need the Docker socket.

Proxmox LXC, Linux, and Kubernetes

The installer is signed. Verify install.sh against the pinned pulse-installer key before running it:

export PULSE_VERSION=vX.Y.Z
curl -fsSLO "https://github.com/rcourtman/Pulse/releases/download/${PULSE_VERSION}/install.sh" &&
curl -fsSLO "https://github.com/rcourtman/Pulse/releases/download/${PULSE_VERSION}/install.sh.sshsig" &&
ssh-keygen -Y verify \
  -f <(printf '%s\n' 'pulse-installer namespaces="pulse-install" ssh-ed25519 AAAAC3NzaC1lZDI1NTE5AAAAIMZd/DaH+BldzOkq1A8KVTcFk73nAyrE8aJOyf7i00jm pulse-installer') \
  -I pulse-installer \
  -n pulse-install \
  -s install.sh.sshsig < install.sh &&
bash install.sh --version "${PULSE_VERSION}"

Paste the whole block: installation stops if either download or signature verification fails. Do not run the final command separately to bypass a failure.

The GitHub installer installs the Pulse server. Install and upgrade agents (including v5-to-v6 agent upgrades) with the per-host command generated under Settings → Infrastructure → Install on a host.

Do you need an agent?

Often not. Proxmox VE, PBS, and PMG are monitored through the Proxmox API with a read-only token, so nothing runs on the host and the generated setup script creates a privilege-separated monitoring user. Install the unified agent only where you want data the platform API cannot provide, such as host SMART health, temperatures, Docker hosts, or standalone machines.

The agent is operator-controlled by design. Command execution is off by default, the local listener binds to localhost, and generated systemd units ship hardened. On Linux, the installer's --least-privilege profile runs the service as a dedicated non-root user, with optional scoped sudo grants for the few collectors that need elevation. The agent security model documents exactly what the agent can and cannot do at each privilege level.

Important

GitHub release assets and rcourtman/pulse images are Community builds. Relay, Pro, and eligible legacy customers should use the private image or Linux archive provided by the Pulse download portal. Replacing a private Pro runtime with a public Community build removes its private runtime hooks.

Editions

  • Community — self-hosted monitoring, seven days of metric history, core SSO, update alerts, and Patrol with your own provider or local model.
  • Pro — Community plus Patrol investigation, governed fixes, ninety days of history, centralized agent profiles, RBAC, audit logging, and reporting.
  • MSP — for managed service providers: one Pulse Account running many client workspaces, each with an isolated Pulse runtime — separate dashboards, alerts, users, audit history, and reports. Free sixty-day two-client evaluation at Pulse for MSPs.

Relay is no longer sold. Existing Relay subscribers receive Pro features at their current price for as long as their subscription continues. Existing paired phones keep working until 31 March 2027. Relay connects the app, not the web UI. Use your own VPN or tunnel for remote web access. For phone alerts, add an ntfy, Gotify or Pushover destination and open Pulse in your phone's browser.

Core self-hosted monitoring is not gated by monitored-system or child-resource volume. See the runtime-aligned capability reference and current plans for details.

Documentation

Localized getting started guides: Deutsch · Español

Development

Pulse uses Go 1.26 and a SolidJS/TypeScript frontend. The managed development runtime starts the frontend at http://127.0.0.1:5173 and proxies API and WebSocket traffic to the backend on port 7655.

npm ci
npm --prefix frontend-modern ci
npm run dev

Useful checks:

go test ./...
npm --prefix frontend-modern test
npm --prefix frontend-modern run type-check
python3 scripts/check_public_docs.py

See CONTRIBUTING.md before investing in a code change. Pulse uses an issue-first contribution process and does not normally accept unsolicited pull requests.

Community and support

License

Everything in this repository is licensed under the MIT License. There is no dual licensing and no commercial or source-available code here.

Pulse Pro is a separate commercial product, built from private sources and distributed through pulserelay.pro. Its use is governed by the Terms of Service, which apply to that product only, not to anything in this repository.

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Description
Monitoring for Proxmox, Docker, Kubernetes, TrueNAS, and vSphere that watches your infrastructure for you: smart alerts, AI patrols that catch silent failures, and verified fixes
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