progressive tool loading QA

Progressive Tool Loading QA

A smaller tool index only works if agents still pick the right tool. QA should compare real traces before and after the manifest change.

Open scanner preview

Operating steps

  1. Collect representative agent traces and task intents.
  2. Run them against the current full catalog and the proposed progressive index.
  3. Measure routing accuracy, tool-call retries, and missing-schema moments.
  4. Block release when accuracy falls below the threshold.

Common risks

  • Synthetic traces may miss rare tools.
  • A tool can be correctly selected but fail later because input guidance was hidden.
  • Client upgrades can change discovery behavior.