Runtime Attestation Probe

Enforce real progress for long-running tasks by separating execution from reporting. Use when users complain that the agent is "saying it's working" without...

Testing and benchmarking LLM agents including behavioral testing, capability assessment, reliability metrics, and production monitoring—where even top agents achieve less than 50% on real-world benchmarks Use when: agent testing, agent evaluation, benchmark agents, agent reliability, test agent.

Validates documentation usability by spawning context-free agents to complete tasks using only the docs, identifying gaps for improvement.

Build and run automated QA bots to simulate user journeys, detect broken links, validate UI, run regressions, test responsiveness, and measure performance ac...

Validates project pre-deployment by running comprehensive security, testing, quality, documentation, CI/CD, privacy, maintainability, usability, marketabilit...

Test-driven behavioral verification for AI agents. Catches silent degradation when agent loads memory but doesn't apply learned behaviors. Use when building agent with persistent memory, testing after updates, or ensuring behavioral consistency across sessions.