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

arXiv:2610.15093v1 Announce Type: cross Abstract: 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, which includes context management,