Standards for building agents, better

Agentic testing for agentic codebases

Ship agents you can audit.

The pre-flight check for AI agents

The open-source MultiAgentOps evaluation and verification harness for any industry business workflow.

Deterministic runtime for agent evaluation

GitHub template for agent-testable SaaS apps. Next.js 16 + shadcn/ui + Neon Postgres + agent-browser e2e testing via accessibility tree.

Intent-first unit testing framework for AI agents in Node.js and TypeScript.

Diagnose your AI agents in production. Extract policies from prompts, evaluate traces, generate diagnostic reports.

Qualitative benchmark suite for evaluating AI coding agents and orchestration paradigms on realistic, complex development tasks

Typed Kotlin DSL framework for AI agent systems.

Agent testing automation 🤖 by simulating users 👥 and agents 🤝 with judge ⚖️(langwatch-scenario)

Simulation environment for testing and validating autonomous agents

Evaluation and competition arena for testing agents, systems, or workflows in structured local-first scenarios.

The definitive benchmark for AI agents on OpenClaw. 45 tasks across 4 tiers. Powered by MyClaw.ai

Token-efficient stochastic testing for AI agents. 5-20x cost reduction. 10 framework adapters. Paper: arXiv:2603.02601

PHP testing framework for LLM agents — multi-turn dialogs, cassette replay, tool calling, LLM-as-judge assertions

🔬 Playwright for AI Agents — test what your agent DOES, not what it SAYS. YAML-first, 2900+ tests.

𝘈 𝘔𝘶𝘭𝘵𝘪-𝘈𝘨𝘦𝘯𝘵 𝘚𝘺𝘴𝘵𝘦𝘮 𝘧𝘰𝘳 𝘊𝘳𝘰𝘴𝘴-𝘊𝘩𝘦𝘤𝘬𝘪𝘯𝘨 𝘗𝘩𝘪𝘴𝘩𝘪𝘯𝘨 𝘜𝘙𝘓𝘴.

Build and manage intelligent autonomous agents using a modular, multi-language framework in Python and Rust.