Free Lesson
Run Eval Loops and Guardrails for Cursor Agents
Part of The AI Evaluation Handbook
30 min
May 27, 2026 12:00 PM
Virtual (Zoom)
In this video
What you'll learn
Eval Criteria Design
How to define pass/fail checks that reflect real production quality.
Lightweight Eval Loop
A repeatable loop to catch regressions in Cursor workflows.
Guardrail Integration
How to connect eval results to runtime safeguards and release decisions.
Why this topic matters
If quality is not measured, it cannot be trusted at scale. Teams that skip eval loops accumulate regressions and hidden risk as they move faster. This session shows how to combine evals and runtime guardrails in Cursor so each release improves reliability instead of introducing new uncertainty.
You'll learn from
Carmelo Iaria
Founder & CEO at Synaptic AI Consulting | Perplexity Business Fellow
Previously at
