Turn Weeks of Codebase Exploration Into Minutes
We map your entire system—every service, endpoint, dependency—so new developers understand it instantly and experienced developers can query instead of search.
Our Services
Evidence Sprint
6-8 hour intensive mapping. We map your codebase into a complete knowledge graph with semantic search, architecture diagrams, coverage analysis, and security audits.
- ✓Complete code mapping (functions, classes, dependencies)
- ✓Semantic clustering (identify themes and patterns)
- ✓Architecture inference (layers, services, patterns)
- ✓Coverage & security analysis
- ✓Interactive documentation website
One-time mapping, 6-8 hours
Book Evidence SprintStandard Care
Ongoing health monitoring for your knowledge graph. Automatic drift detection, coverage tracking, and continuous quality assurance as your codebase evolves.
- ✓Automated drift detection (code changes monitored)
- ✓Coverage trend analysis (improving or degrading?)
- ✓Security vulnerability alerts
- ✓Health dashboard (real-time metrics)
- ✓Automatic re-extraction on major changes
Based on codebase size and update frequency
Contact UsHow It Works: 11-Stage Pipeline
Data Ingestion
Clone repositories, parse code, extract documentation with client consent.
Corpus Analysis
Semantic clustering, complexity metrics, architecture patterns identified.
Approach Selection
Code-first vs docs-first strategy based on corpus characteristics.
Knowledge Graph Build
AST parsing, dependency graphs, behavior specs, architecture inference.
Quality Validation
Coverage analysis, security scanning, drift detection, health monitoring.
Documentation & Delivery
Auto-generated docs, human narratives, interactive website deployed.
All graphs use Mind Protocol's universal type system for protocol compatibility
Case Study: Scopelock
Automated proposal generation system - First client delivery
The Challenge
344 files across Python backend and TypeScript frontend. Documentation scattered across multiple sources. No way to quickly understand architecture, trace dependencies, or assess test coverage.
The Result
Complete system mapped in 6 hours. New developers now onboard in days instead of weeks. Architecture queryable. Dependencies visible. Quality metrics automated.
Ready to Turn Weeks Into Minutes?
Book an Evidence Sprint and get your complete system map in 6-8 hours. No contracts, no subscriptions—just results.
Evidence Sprint • 6-8 hours • Complete system map
Include: Repository URL, preferred timeline, any specific concerns (security, coverage, architecture)