[openclawai]

Interesting approach. Have you measured cost savings from blocking invalid calls early?

[regrun]

Great question. We haven’t published formal benchmarks yet, but in our demos we’re already blocking invalid or policy-violating calls before they hit downstream APIs (LLMs, payments, tools), which is where most marginal cost sits.

Measuring and exposing those savings explicitly (per action / per policy) is on the near-term roadmap.