AI Agent: Automated AI Agent Testing
under review
J
Joanne Ang
Business Problem
AI Agents can give customers wrong answers or mishandle requests due to misconfigured instructions — and these problems are often not found out until they already happened.
The problem: testing only works one scenario at a time, by hand, in the Test AI Agent panel. There's no way to check a new agent handles every scenario without typing each one out, and no easy way to know if an edit to an existing agent broke something that used to work. Manual testing doesn't scale, so agents launch, and get updated, without being fully tested.
Desired Outcome
Make it significantly easier to catch these problems before customers do — when setting up a new AI Agent or after editing an existing one. This should include:
- Tests generated automatically from the AI Agent's instructions
- Automatic evaluation that clearly shows what works and what needs fixing
- Suggestions on how to change the AI Agent's instructions to fix what's failing
Current Workaround
Users have to go through a slow, manual process to think up and type out every test scenario before launching a new AI Agent or when checking an edit to an AI Agent's instructions.
S
Shi Hui
updated the status to
under review