Behavior contracts for AI agents
Playwright for AI Agents. Test what your agent DOES, not what it SAYS. YAML-first behavioral testing. Catch PII leaks, tool abuse, step explosions. 3200+ tests.
Fixture-based approval testing CLI for agent-managed codebases
Deterministic, testable behavior patches for AI agents.
Upgrade the model. Keep the agent's promises — deterministic compatibility gates for recorded observable AI-agent behavior, with CLI, SDK, CI, reports, and MCP.
Behavior test framework for AI agents. Define tests in YAML. Run against transcripts. Get scored reports.
Truth-first AI learning assistant skill with evidence-aware teaching, representation routing, and behavior testing.
Catch runtime behavior changes in dependency-upgrade pull requests, even when tests stay green.
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