Ecosystem
AgentAssay
Regression testing for non-deterministic AI agents.
Testing Contracted Agent Behavior at Scale
agentAssert defines contracts. AgentAssay tests whether agents honor them — across thousands of stochastic sessions. Token-efficient, statistically rigorous, and designed for CI/CD.
What's Coming
Designed for the reality that AI agents are non-deterministic systems.
Token-Efficient Testing
Stochastic sampling strategies that maximize coverage while minimizing LLM token consumption. Run thousands of test sessions at a fraction of the cost of exhaustive approaches.
Regression Detection
Statistical methods designed for non-deterministic systems. Detect behavioral regressions with confidence intervals, not brittle snapshot comparisons. Built for agents that never give the same answer twice.
Research-Backed
Paper in progress, targeting top-tier venues. Built on rigorous statistical foundations and validated across real-world agent deployments with thousands of test sessions.
In Active Development
AgentAssay is currently in development. Early access will be available to agentAssert users and research collaborators. Contact us to join the waitlist or discuss collaboration opportunities.
Interested in Early Access?
Reach out to discuss early access, research collaboration, or enterprise evaluation.