
Context Engineering
What Is a Dependency Graph for AI Coding? (And Why It Cuts Tokens by 63%)
AI coding agents waste tokens by loading hundreds of irrelevant files. Dependency graphs fix this with precise, structural context selection.
Nicola·
Technical articles about AI coding agents, context engineering, and developer productivity.

AI coding agents waste tokens by loading hundreds of irrelevant files. Dependency graphs fix this with precise, structural context selection.

Why context, not prompts, is the real bottleneck for AI coding agents—and how dependency graphs, session memory, and token budgets fix it.