Browse topics Hub · essay · articles · FAQ · glossary

Repo-level reasoning & multi-file context

The hard problem that distinguishes serious coding agents: reasoning across an entire codebase and its cross-file dependencies, not just a single file. Stude…

The hard problem that distinguishes serious coding agents: reasoning across an
entire codebase and its cross-file dependencies, not just a single file. Students
learn techniques such as repository maps and API-description retrieval that let an
agent navigate code it cannot hold entirely in context.

Sources