Strands Evals SDK
Evaluate, diagnose, and improve AI agents and LLM applications.
HUD
A platform for building RL environments and evals for AI agents — define an environment once, then evaluate and train any model on it.
Designing Multi-Agent Systems (PicoAgents)
Build LLM-enabled multi-agent systems from scratch: a book plus a fully runnable teaching framework covering everything from a single agent to autonomous orchestration.
Google Agents CLI
CLI commands and coding-agent skills for building, evaluating, and deploying ADK agents on Google Cloud.
iFixAi Agent Auditor
Audit AI-agent governance failures and operational risks in about 120 seconds.
Fable Method – Distilled Agent Workflow
Converts Claude Fable 5's way of working into executable skills, a loop, and a verifier, kept honest by a trap suite.
Hello-Agents
A hands-on curriculum for learning AI-native agents, from core patterns and framework internals to complete multi-agent projects.
PenguinHarness
Build, run, and iteratively improve agent applications on a desktop or self-hosted server.
Future AGI
One platform to trace, evaluate, simulate, protect, and improve production AI applications.
Email Agents From Scratch
Build an email assistant with triage, approval checkpoints, evaluation, and persistent memory.
ClawBench Browser Agent Benchmark
Evaluate browser agents on real-world online tasks with recorded, interceptable browser sessions.
AnyAgent
A unified Python interface for running and evaluating several agent frameworks.
PandaProbe
An engineering platform for tracing, evaluating, monitoring, and debugging AI agents.
Strands Agents Samples
Practical Python and TypeScript examples for learning Strands Agents SDK patterns and deployment options.
Meta ARE
Evaluate AI agents on evolving, real-world tasks that demand multi-step reasoning and adaptation.
Youtu-Agent
A configurable framework for building, evaluating, and improving agents with open-weight models.
Coze Loop
A self-hosted platform for AI agent prompt development, evaluation, and execution tracing.
KwaiAgents
A lightweight information-seeking agent system runnable with GPT-3.5 or self-hosted KAgent models.