DevOpsEase
In ProgressDevOpsEase is a full-stack observability and intelligence platform for Docker containers. It provides real-time monitoring, failure analysis, and actionable insights for containerized environments, bridging the gap between raw Docker APIs and production-grade DevOps workflows.
Node.jsExpressReactTailwind CSSDocker Engine API
🎯 Problem It Solves
Traditional Docker tools focus on command-line management and basic monitoring, lacking advanced failure analysis, structured observability, and actionable intelligence. DevOpsEase solves this by:
• Enabling programmatic control and observation of containers
• Providing automated failure detection, classification, and explanation
• Offering a standardized taxonomy for container failures
• Delivering real-time insights and historical analysis to improve reliability
✨ Key Features
- API-driven Docker Management
- Structured Logging & Error Handling
- Failure Intelligence Layer
- Failure History & Confidence Boosting
- Observability API
🏗️ Architecture
Backend: Node.js (Express) server with modular structure (routes, services, intelligence, Docker client).
Intelligence Layer: Pluggable analyzers for signals, classifier, explainer, and failure history store.
Frontend: React + Vite dashboard for visualization.
Docker Integration: Communicates directly with Docker Engine API for real-time data.
📚 Key Learnings
- 1Deep dive into Docker Engine API vs CLI, container lifecycle, and log management
- 2Professional backend patterns: middleware, structured logging, error handling
- 3Designed a formal taxonomy for container failures, enabling consistent reasoning
- 4Implemented real-time analysis pipelines and confidence boosting
- 5Focused on production-readiness: clean code organization, modularity, and extensibility