How to Build Your Own Lumigo
Replace Lumigo with a custom build. Intelligent AI-Powered Observability
Build Difficulty: 5/5
Build a working replacement in a weekend with AI tools
Estimated Timeline
Based on 18 features at Weekend Project difficulty, expect about One weekend with AI-assisted development.
Recommended Tech Stack
Full-stack React framework with API routes and server components
PostgreSQL database, auth, and real-time subscriptions
Utility-first styling for rapid UI development
Key Features to Replicate
Top features across 8 categories. See all 18 features
AI(4 features)
See every prompt, response, and decision with visibility into agent workflows from user inputs to LLM outputs
Deep visibility into AI agent behavior including every prompt, response, and decision
Automatically identify and analyze issues with AI, drastically reducing time spent on manual log analysis or debugging
Intelligent AI-powered assistant for observability
Logs(3 features)
Consolidate logs from across services into a single, easy-to-access platform for streamlined troubleshooting
Enrich logs with trace and payload data, providing more context to quickly understand issues
Cost-effective logs with custom data ingestion pipeline to slash logging costs
Tracing(3 features)
End-to-end tracing to track requests, isolate failures, and identify performance bottlenecks across complex, multi-service environments
Captures complete in-context request and response payloads for precise troubleshooting
Deploy intelligent end-to-end tracing to track requests across complex, multi-service environments
Alerting(1 features)
Get instant visibility into issues as they occur, enabling fast detection and response
Analytics(1 features)
Analyze cost and performance in real time for AI agents and models
Container Monitoring(1 features)
Tracks Kubernetes clusters and containers for enhanced operational visibility
Deployment(1 features)
Deploy end-to-end tracing in minutes without code changes for AWS, Kubernetes, and OpenTelemetry
Metrics(1 features)
Monitor and visualize your application architecture with real-time monitoring, custom metrics, and insights
Cost Calculator
Keep Paying Lumigo
Build It Yourself
Total Cost Comparison
DIY hosting estimate based on Vercel + Supabase free/pro tiers (~$20/mo). Build time estimated from 18 features at very easy complexity.