Agent frameworks waste ~350,000+ tokens per session resending static files. 95% reduction benchmarked.
Measured the actual token waste on a local Qwen 3.5 122B setup. The numbers are unreal. Found a compile-time approach that cuts query context from 1,373 tokens to 73. Also discovered that naive JSON conversion makes it 30% WORSE. Full benchmarks and di…