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agentassert-abc

v0.3.0

Published

6 days ago

Formal behavioral specification and runtime enforcement for AI agents. Agent Behavioral Contracts (ABC).

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0Medium
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ai agents behavioral-contracts guardrails drift-detection agent-safety reliability llm agentassert qualixar

AgentAssert

Formal Behavioral Contracts for AI Agents

The TypeScript SDK is coming Q3 2026. The Python package is available now.

Python Package (Available Now)

pip install agentassert-abc[yaml,math]

AgentAssert implements Agent Behavioral Contracts (ABC) — the only framework combining all 6 pillars of rigorous agent governance:

ContractSpec DSL — YAML-based behavioral specification with 14 operators
Hard/Soft Constraints — Formal separation with graduated enforcement
Drift Detection — Jensen-Shannon Divergence for behavioral analysis
(p, delta, k)-Satisfaction — Probabilistic compliance guarantees
Compositional Safety Proofs — Formal bounds for multi-agent pipelines
Mathematical Stability — Ornstein-Uhlenbeck dynamics with Lyapunov proof

Links

Paper: arXiv:2602.22302
Python Package: PyPI: agentassert-abc
GitHub: qualixar/agentassert-abc
Documentation: agentassert.com

License

AGPL-3.0

Part of Qualixar — AI Agent Reliability Engineering A research initiative by Varun Pratap Bhardwaj