When to Compile a Computer-Use Agent? Measuring Payback and Making Compilation Decisions for Token Efficiency.

arXiv:2610.02932v1 Announce Type: new Abstract: Compiling GUI procedures that agents execute repeatedly into programs can reduce their token costs. However, measuring payback and deciding when to compile have two challenges. First, compilation costs are uncert