Context Management

In Part 2 of our collaborative development series, I explore how moving from monolithic markdown specs to a version-controlled context graph with Spool helps eliminate context drift, prevent spec rot, and ground AI coding agents in high-fidelity domain knowledge.

Spec-Driven Development (SDD) bridges the gap between human intent and machine execution. However, scaling it exposes significant gaps in context isolation, branching workflows, and upstream synchronization.