๐๐ผ๐ ๐ง๐ผ ๐ง๐ฒ๐๐ ๐๐ ๐๐ด๐ฒ๐ป๐ ๐ฆ๐๐๐๐ฒ๐บ๐
Unit tests are not enough for AI agents. You need clear success criteria. Focus on business results.
Use these three layers:
Task Outcomes:
- Did the agent finish the task?
- Is the answer right?
- Did it follow the rules?
Experience and Speed:
- How fast is the response?
- What is the cost per task?
- Is the tone helpful?
Safety and Trust:
- Does it hallucinate?
- Does it break privacy rules?
- Does it crash?
Set hard limits for your goals. Example:
- Completion: 90% or more.
- Hallucinations: 2% or less.
- Speed: 5 seconds or less.
These limits show if your agent is ready. Build golden datasets to check behavior.
Source: https://dev.to/therizwansaleem/how-to-test-and-evaluate-ai-agent-systems-a-practical-framework-3lfp