Why representing your codebase as a knowledge graph changes everything — from AI assistance to onboarding. The data model matters more than the tools.
I built Glue's blast radius analysis by mapping files to features, dependencies, and impact zones. Here's why most change analysis tools fail.
AI coding tools generate code fast but lack context. Here's what actually works in 2026 and why context-aware platforms change everything.
Most impact analysis tools are wrong. We built a system that combines static analysis, runtime traces, and LLM reasoning to actually predict what breaks.
AI reshaped the developer tool landscape. Here's what the modern engineering stack looks like and where the gaps remain.
Code search finds where code is. Code intelligence tells you why it exists, what depends on it, and what breaks if you change it.
Serverless and Kubernetes changed deployment. But they also changed how developers need to understand their systems. The complexity moved, it did not disappear.