Layer 03/08
Test Agents
Evaluate quality, safety, and cost before an agent ever touches production
The problem
Agents behave non-deterministically. A change that improves one case can silently break ten others. Without systematic evaluation, teams ship on vibes and discover regressions in front of customers.
eval suite
Password reset flow
refund policy Q&A
invoice dispute handling
onboarding FAQ
refund edge cases
1 improved the target case
3 broke silently, shipped away
What it does
Build evaluation sets from real and synthetic cases and run them on every change.
Score outputs for accuracy, groundedness, safety, tone, and policy compliance.
Red-team agents against jailbreaks, prompt injection, and data-exfiltration attempts.
Track quality, latency, and cost across versions so you promote with evidence, not hope.
How it connects
Testing consumes agents from Create Agents and workflows from Design Workflows, and shares its safety checks with the Testing & Validation Framework and the AI Firewall.