Guides
In-depth practical guides on AI/ML engineering, agentic systems, and production deployments
From Unknown Codebase to Architecture Document
A complete practitioner's series on reading any codebase and producing production-ready architecture documentation — manually and then fully automated with a LangGraph pipeline.
Part1
Guide
From Unknown Codebase to Architecture Document: A Complete Practitioner's Guide
Works with: Any language · Any framework · Any architecture style Stack-specific appendices: Java/Spring/JSP · Python/Django/FastAPI · Node.js/Expres...
Part2
Guide
From Unknown Codebase to Architecture Doc, Automated — Building the LangGraph Pipeline
Every engineering team eventually inherits a codebase with no architecture documentation. A new hire joins and spends three weeks mapping dependencies by readin...