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Python SDK for Agent Relay workflows

Hierarchical memory management for AI agents with vector search and graph relationships

A beautiful terminal chat interface for OpenAI agents and DSPy Modules

Agent Reporter

Agent Reporting

A Python SDK to transform Claude response to OpenAI response format

A simple decorator for tracking and reverting agent actions

Official library for AgentRewardBench: Evaluating Automatic Evaluations of Web Agent Trajectories

An Async Generator/Iterator Based FRP-Like Library for Python

Production control plane for agentic AI: guardrails, confidence decisioning, immutable audit logging

Universal interface for AI agents to control ROS robots via natural language

Async routing library with pluggable routing strategies for multi-agent systems

Agent Runtimes

A governance and policy enforcement layer for AI agents and non-human identities

Safeguards for custom agents.

SPL (Safe Policy Lisp) evaluator for Agent-Safe capability tokens. 150 lines, zero deps, microseconds.

Battle-hardened safety wrapper for AI agents

Production-grade safety boundaries for AI agents - policies, tracing, replay, and human-in-the-loop approval

One-line safety middleware for AI agent APIs. Prompt injection scanning, cost budgets, decision audit trails. Works with FastAPI, Flask, and any ASGI/WSGI framework.

Python SDK for the All-in-One Sandbox API, >=1.3.0