Formal behavioral specification and runtime enforcement for autonomous AI agents. The AgentAssert framework.
Project description
AgentAssert
Formal Behavioral Specification and Runtime Enforcement for Autonomous AI Agents
AgentAssert implements Agent Behavioral Contracts (ABC) -- the only framework combining all 6 pillars of rigorous agent governance:
- ContractSpec DSL -- YAML-based behavioral specification with 12 operators
- Hard/Soft Constraints -- Formal separation with graduated enforcement
- Drift Detection -- Jensen-Shannon Divergence for distributional analysis
- (p, delta, k)-Satisfaction -- Probabilistic compliance guarantees
- Compositional Proofs -- Safety bounds for multi-agent pipelines
- Mathematical Stability -- Ornstein-Uhlenbeck dynamics with Lyapunov proof
Status
v2 is under active development. Full release coming July 2026.
Links
- Paper: arXiv:2602.22302
- Website: agentassert.com
- Part of: Qualixar -- AI Agent Reliability Engineering
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