Contributing Writer
Product-focused engineer exploring the intersection of AI, developer productivity, and codebase intelligence.
Why representing your codebase as a knowledge graph changes everything — from AI assistance to onboarding. The data model matters more than the tools.
Raw code metrics lie to you. Stop drowning in file-level data. Learn how context intelligence platforms turn code into features, ownership, and strategy.