TurnCost: Turns, Not Observations: Cache-Aware Loop Engineering for Coding Agents
Researchers present TurnCost, a tool for re-scoring trajectory corpora of coding agents to optimize caching, pricing, and routing policies. The study analyzes 600 publicly released coding-agent trajectories and finds that turn count explains 84% of the variance in log trajectory cost, making unnecessary turns the larger opportunity for optimization.
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