rcourtman 286edee8aa feat(ai): Add operational memory (Phase 3) - change detection and remediation logging
Phase 3 of Pulse AI differentiation:

Create internal/ai/memory package with:

1. Change Detection (changes.go):
   - Tracks infrastructure changes: creation, deletion, config changes
   - Detects status changes (started, stopped)
   - Detects VM/container migrations between nodes
   - Detects CPU/memory configuration changes
   - Detects backup completions
   - Persists change history to ai_changes.json
   - GetChangesSummary for AI context

2. Remediation Logging (remediation.go):
   - Records actions taken to fix problems
   - Tracks command, output, and outcome
   - Links to AI findings via findingID
   - GetSimilar finds past similar problems
   - GetSuccessfulRemediations for learning
   - Persists to ai_remediations.json

3. Type exports (memory_exports.go):
   - Clean re-exports from ai package

This enables the AI to say things like:
- 'This VM was migrated 2 hours ago'
- 'Memory was increased from 4GB to 8GB yesterday'
- 'Last time this happened, restarting nginx resolved it'

All tests passing.
2025-12-12 13:49:37 +00:00
2025-10-11 23:29:47 +00:00
2025-12-03 22:26:52 +00:00

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Pulse

Real-time monitoring for Proxmox VE, Proxmox Mail Gateway, PBS, and Docker infrastructure.

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🚀 Overview

Pulse is a modern, unified dashboard for your Proxmox and Docker estate. It consolidates metrics, logs, and alerts from Proxmox VE, Proxmox Backup Server, Proxmox Mail Gateway, and standalone Docker hosts into a single, beautiful interface.

Designed for homelabs, sysadmins, and MSPs who need a "single pane of glass" without the complexity of enterprise monitoring stacks.

Pulse Dashboard

Features

  • Unified Monitoring: View health and metrics for PVE, PBS, PMG, and Docker containers in one place.
  • Smart Alerts: Get notified via Discord, Slack, Telegram, Email, and more when things go wrong (e.g., "VM down", "Storage full").
  • Auto-Discovery: Automatically finds Proxmox nodes on your network.
  • Secure by Design: Credentials encrypted at rest, no external dependencies, and strict API scoping.
  • Backup Explorer: Visualize backup jobs and storage usage across your entire infrastructure.
  • Privacy Focused: No telemetry, no phone-home, all data stays on your server.
  • Lightweight: Built with Go and React, running as a single binary or container.

Quick Start

Run this one-liner on your Proxmox host to create a lightweight LXC container:

curl -fsSL https://github.com/rcourtman/Pulse/releases/latest/download/install.sh | bash

Option 2: Docker

docker run -d \
  --name pulse \
  -p 7655:7655 \
  -v pulse_data:/data \
  --restart unless-stopped \
  rcourtman/pulse:latest

Access the dashboard at http://<your-ip>:7655.

📚 Documentation

🌐 Community Integrations

Community-maintained integrations and addons:

❤️ Support Pulse Development

Pulse is maintained by one person. Sponsorships help cover the costs of the demo server, development tools, and domains. If Pulse saves you time, please consider supporting the project!

GitHub Sponsors ko-fi

📄 License

MIT © Richard Courtman

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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
Readme MIT 435 MiB
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