Why AI coding agents need context graphs

AI coding agents don’t fail from small context windows. They fail without a knowledge graph of your code, APIs, and vendors.

We Gave Two AI Agents the Same API Spec Drift Problem. The Difference Was Context.

Two AI agents fixed the same API drift in opposite directions. See why API context — not code context alone — drives correct engineering decisions.

What SpaceX buying Cursor means for AI coding workflows

SpaceX just bought Cursor for $60B. Here’s what the deal signals for AI-assisted development and how to make your APIs ready for coding agents.

Managing Downstream Dependencies with the AI Engineer

Every coding assistant can generate a CRUD endpoint, scaffold a React component, or write a Terraform module. That’s impressive. But it turns…