agent-study
36章AI Agent全栈课程:从ReAct循环到Claude Code逆向、MCP/A2A协议、RAG、DSPy、生产可观测性——全部为可运行Python文件,面试导向。
An AI agent is a program that uses a language model to decide what to do next, calls tools such as a browser, a code interpreter or an API, and repeats until the task is done. The projects here range from frameworks for building your own agents to finished agents that write code, browse the web or run business workflows.
Compare three things. Which models it can use: a single provider, or any OpenAI-compatible endpoint including local ones. How it limits what the agent may do: sandboxing, approval steps and permission lists. And whether it keeps memory between steps and sessions. An agent that runs code or shell commands should run in a sandbox, so check that before giving it access to your machine.
36章AI Agent全栈课程:从ReAct循环到Claude Code逆向、MCP/A2A协议、RAG、DSPy、生产可观测性——全部为可运行Python文件,面试导向。
Workflow for AI Agents enables automated conversion of CAD files (such as `.rvt`, `.ifc`, `.dwg`) using command-line converters on a local Windows machine
AI agent that builds a live biosecurity world around any target.
"CatchMe: Make Your AI Agents Truly Personal"
World model reinforcement learning for multi-turn VLM agents. RL for vision framework (NeurIPS 2025).
Fast-track AI innovation with a centralized, trusted, curated registry
Info about many of my Terraform, AWS, DevOps, and AI (tada!) projects.
QuickDesk is the first AI-native remote desktop — an open-source, free application with a built-in MCP (Model Context Protocol) Server that lets any AI agent see and control remote computers.
KVarN is a native vLLM KV-cache quantization backend for your agents: 3-5x more context, throughput above FP16, and FP16-level accuracy. Calibration-free, one flag.
The practical implementation of Aspire using Microservices, AI-Agents
A small desktop robot that brings an AI coding assistant to life, physically acting out when it reads files, thinks, writes code, and finishes work.
State machine guardrails for AI agents
Official Java SDK for the Agent2Agent (A2A) Protocol
Agent-driven Chrome extension for full browser control via CLI
II-Researcher: a new open-source framework designed to aid building search / research agents
小红书 CLI — 搜索、分析、自动化 Xiaohongshu content. Built for AI agents.
lunar.dev: Agent native MCP Gateway for governance and security
A VSCode extension that lets you find and install Agent Skills and MCP Apps to use with GitHub Copilot, Claude Code, and Codex CLI.
900+ pure-markdown skills for autonomous AI research, organized as 9 freely-composable packages over a 4-layer hierarchy (Campaign → Strategy → Tactic → SOP). Non-linear orchestration with backtracking, 6 MCP integrations. The AI is the researcher — you set the direction.
📚“langent”由“lang”与“agent”合并而来的学习教程
This repository provides a benchmark for prompt injection attacks and defenses in LLMs
Open Souce IM with AI powered live-chat, email, ticket support, omni-channel customer service,alternative to slack + zendesk/intercom/hubspot/ada/decagon/sierra
Autonomous AI dev-team bot
Design, conduct and analyze results of AI-powered surveys and experiments. Simulate social science and market research with large numbers of AI agents and LLMs.