most citedDynamic Context Tuning for Retrieval-Augmented Generation: Enhancing Multi-Turn Planning and Tool Adaptation

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cs.SE2026

TurnCost: Turns, Not Observations: Cache-Aware Loop Engineering for Coding Agents

Pramod Kumar, Raj Kumar Pandey

AI coding agents operate in iterative loops: they modify code, run tools, inspect the results, and decide what to do next. We call the design of this process loop engineering, whic…