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Nikhil Mahesh

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Book Open access Oct 2026

Ranking Is Not Authority: Executable Context-Routing Contracts for Coding Agents

Coding agents rely on context routers to choose repository evidence before generation. A learned relevance score can be used for two different decisions: ranking evidence and deleting it from the initial payload. We introduce an executable routing contract that separates those powers. Learned scores may reorder a deter...

Nikhil Mahesh · 0 citations

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