How to Build Your Own Honeycomb
Replace Honeycomb with a custom build. Observability for Distributed Services
Build Difficulty: 5/5
Build a working replacement in a weekend with AI tools
Estimated Timeline
Based on 36 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 36 features
AI & LLMs(4 features)
AI-assisted copilot that helps speed up investigations and answer questions in seconds
AI-powered observability analysis that makes every engineer an expert
Access observability data directly via AI agent IDE to stay in flow during investigations
Get granular insight into how LLMs behave in production with real-time data and troubleshooting
Core Observability(3 features)
Derive unlimited custom metrics from your telemetry data at no additional cost
Trace requests across distributed systems to understand service interactions and dependencies
Search, filter, and analyze logs alongside traces and metrics for complete context
Data Management(3 features)
Dynamic sampling tool that intelligently reduces data volume while preserving signal
Collect, enrich, filter, sample, route, and shape telemetry data for optimized cost and insights
Add unlimited context fields to telemetry without additional charges
Performance(3 features)
Real-time data ingestion with visibility in under 90 seconds
Query engine designed for near-instantaneous results
Real-time query performance for rapid investigation
Query & Analysis(3 features)
AI-powered query builder that helps construct queries quickly and efficiently
Visual interface for building and running observability queries
Track and access previously run queries for repeatability and audit purposes
Security(3 features)
Audit trail of activities and changes within Honeycomb
Private network connectivity to Honeycomb for enhanced security
Enterprise authentication using SSO for secure access management
Analysis(2 features)
Automatically identify anomalies and unusual patterns in observability data
Perform root cause analysis in under three minutes with automated anomaly detection
API(2 features)
API for querying and accessing observability data programmatically
API for programmatic access to SLO data and reports
Cost Calculator
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Build It Yourself
Total Cost Comparison
DIY hosting estimate based on Vercel + Supabase free/pro tiers (~$20/mo). Build time estimated from 36 features at very easy complexity.