agent-toolkit

AgentDebugX is an open-source debugging framework for LLM agents that organizes failure debugging as a closed loop of detect, attribute, recover, and rerun, with a core component DeepDebug achieving strong attribution accuracy and repair capability on benchmarks.

NVIDIA launched the BioNeMo Agent Toolkit, integrating GPU-accelerated AI capabilities as callable skills for Anthropic's Claude Science AI workbench, enabling life sciences researchers to run accelerated workflows like protein structure prediction and drug discovery using natural language.

Agent Toolkit for AWS helps AI coding agents build, deploy, and manage applications on AWS, with plugins for Claude Code, Codex, Cursor, and Kiro.