Support/Builder Guide/Harness Packs
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Builder Guide

Harness Packs

Test AI behavior configurations against scored scenarios before they touch real customers.

Audience
Builders using AI features
Purpose
Pre-release AI quality gate
Related
AI assistant

Before an AI behavior configuration serves your customers, you can run it through a Harness Pack: a set of scenarios with expected outcomes, scored automatically. Configurations that don't clear the bar don't ship.

Why this exists

AI behavior is configuration, and configuration drifts. Harness Packs make quality a gate instead of a hope — the same way you wouldn't deploy code without tests.

Working with packs

  1. Choose or author a pack of scenarios relevant to your use case.
  2. Run your candidate configuration against it; each scenario is scored.
  3. Review failures, adjust, re-run. Promote only when the pack passes.

Capability review: 2026-09-14. For exact current technical availability, use the generated API Map and first-class module inventory.