HemoStat: Autonomous Container Health Monitoring System

HemoStat is a multi-agent system that autonomously monitors, analyzes, and remediates Docker container health issues using AI-powered decision making.

Key Features

• Real-time Monitoring: Continuous health checks on Docker containers

• Intelligent Analysis: AI-powered root cause analysis using GPT-4 or Claude

• Safe Remediation: Automated container recovery with safety constraints and cooldown periods

• Slack Alerts: Real-time notifications for critical events

• Live Dashboard: Streamlit-based monitoring interface

• Metrics & Observability: Prometheus metrics and Grafana dashboards for historical analysis

• Demo Scripts: Automated scenarios for testing and hackathon presentations

Contents:

• Quick Start Guide
  • Prerequisites
  • Installation
  • Quick Test
  • Next Steps
  • Stopping Services
  • Common Commands
• System Architecture
  • System Overview
  • Agent Roles and Responsibilities
  • Communication Model
  • Data Flow
  • Redis Key Structure
  • Safety Mechanisms
  • Scaling Considerations
  • Extensibility
  • Deployment Options
  • Monitoring HemoStat Itself
  • Security Considerations
• Monitoring & Observability
  • Overview
  • Architecture
  • Metrics Catalog
  • Quick Start
  • Prometheus Configuration
  • Grafana Dashboards
  • PromQL Query Examples
  • Configuration
  • Troubleshooting
  • Integration with Existing Dashboard
  • Best Practices
  • Advanced Topics
  • Service URLs
  • References
  • See Also
• API Protocol
  • Redis Pub/Sub Channels
  • Redis Key Structure
  • Agent Base Class
  • Error Handling
  • Monitoring Communication
  • Integration Points
• Deployment Guide
  • Production Checklist
  • Kubernetes Deployment
  • Docker Registry
  • Cloud Deployments
  • High Availability Setup
  • Monitoring and Alerting
  • Scaling Strategies
  • Backup and Recovery
  • Security Hardening
  • Performance Tuning
  • Disaster Recovery
• Troubleshooting Guide
  • Common Issues
  • Debug Mode
  • Getting Help
  • Performance Tuning
  • Advanced Debugging
  • Collecting Debug Information
• Development Guide
  • Development Setup
  • Code Quality Tools
  • Development Workflow
  • Understanding the Architecture
  • Writing Docstrings
  • Adding Features
  • Testing with Dry-Run Mode
  • Contributing Guidelines
  • Project Phases
  • Useful Commands
  • Getting Help
  • Documentation
• API Reference
  • Agents Package
  • Dashboard Package
• Base Classes
• Indices and tables

Indices and tables

• Index

• Module Index

• Search Page