Codebase-aware scoping.

Agent sees everything

Partial path hints; boundaries informal and not enforced

Explicit, structurally-enforced context boundaries per task type — sparse-checkout patterns for monorepos, MCP tool scoping per task, or equivalent mechanism ensures the agent operates on the declared subset

Scoping rules learn from agent failure patterns — when an agent needed context it didn't have, the scope rules update