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- Add validateAIFindings() that cross-checks AI findings against actual metrics - Filter out low-confidence findings (CPU <50%, memory <60%, disk <70%) - Always allow critical findings, backup issues, and reliability findings through - Update AI system prompt with stricter thresholds and explicit noise examples - Add 'before creating a finding' checklist for AI (the 3am test) - Update AI.md docs with clear value proposition and expectations - Add comprehensive tests for the validation layer This ensures paying users get immediate value without noise.
📚 Pulse Documentation
Welcome to the Pulse documentation portal. Here you'll find everything you need to install, configure, and master Pulse.
🚀 Getting Started
- Installation Guide Step-by-step guides for Docker, Kubernetes, and bare metal.
- Configuration
Learn how to configure authentication, notifications (Email, Discord, etc.), and system settings. - Deployment Models
Where config lives, how updates work, and what differs per deployment. - Migration Guide
Moving to a new server? Here's how to export and import your data safely. - Upgrade to v5
Practical upgrade guidance and post-upgrade checks. - FAQ
Common questions and quick answers.
🛠️ Deployment & Operations
- Docker Guide – Advanced Docker & Compose configurations.
- Kubernetes – Helm charts, ingress, and HA setups.
- Reverse Proxy – Nginx, Caddy, Traefik, and Cloudflare Tunnel recipes.
- Troubleshooting – Deep dive into common issues and logs.
🔐 Security
- Security Policy – The core security model (Encryption, Auth, API Scopes).
✨ New in 5.0
- Pulse AI – Optional assistant for chat, patrol findings, alert analysis, and execution workflows.
- Metrics History – Persistent metrics storage with configurable retention.
- Mail Gateway – Proxmox Mail Gateway (PMG) monitoring.
- Auto Updates – One-click updates for supported deployments.
- Kubernetes – Helm deployment (ingress, persistence, HA patterns).
📡 Monitoring & Agents
- Unified Agent – Single binary for Host and Docker monitoring.
- VM Disk Monitoring – Enabling QEMU Guest Agent for disk stats.
- Temperature Monitoring – Agent-based temperature monitoring (
pulse-agent --enable-proxmox). Sensor proxy is deprecated in v5. - Webhooks – Custom notification payloads.
💻 Development
- API Reference – Complete REST API documentation.
- Architecture – System design and component interaction.
- Contributing – How to contribute to Pulse.
Found a bug or have a suggestion?
