Developers building AI agents lack standardized ways to test reliability, safety, and performance across scenarios.
Build a framework that automatically subjects agents to edge cases, adversarial prompts, and long-running simulations.
AI startups and enterprise teams would pay for tools that reduce deployment risks.
MVP could offer basic scenario scripting with pass/fail metrics for common agent failures.
Risk: The space is becoming crowded with similar offerings.