LLMAgentPapers
Must-read Papers on LLM Agents.
Ein KI-Agent ist ein Programm, das mit einem Sprachmodell entscheidet, was als Nächstes zu tun ist, Werkzeuge wie einen Browser, einen Code-Interpreter oder eine API aufruft und das so lange wiederholt, bis die Aufgabe erledigt ist. Die Projekte hier reichen von Frameworks für eigene Agenten bis zu fertigen Agenten, die Code schreiben, im Web recherchieren oder Geschäftsabläufe ausführen.
Vergleichen Sie drei Dinge: welche Modelle der Agent nutzen kann (nur einen Anbieter oder jeden OpenAI-kompatiblen Endpunkt, auch lokale), wie begrenzt wird, was er tun darf (Sandbox, Freigabeschritte, Berechtigungslisten), und ob er zwischen Schritten und Sitzungen ein Gedächtnis behält. Ein Agent, der Code oder Shell-Befehle ausführt, gehört in eine Sandbox – prüfen Sie das, bevor Sie ihm Zugriff auf Ihren Rechner geben.
Must-read Papers on LLM Agents.
🤖 Type-safe, provider-agnostic TypeScript AI SDK for streaming chat, tool calling, agents, and multimodal apps across OpenAI, Anthropic, Gemini, React, Vue, Svelte, and Solid.
📚 Two books on harness engineering — the design philosophies behind Claude Code & Codex: constraints, query loops, context governance, multi-agent verification. harness-books.agentway.dev
Learn to build your Second Brain AI assistant with LLMs, agents, RAG, fine-tuning, LLMOps and AI systems techniques.
Templates and workflow for generating PRDs, Tech Designs, and MVP and more using LLMs for AI IDEs
PentestAgent is an AI agent framework for black-box security testing, supporting bug bounty, red-team, and penetration testing workflows.
Your Cheat Sheet for AI Engineering Interview – Questions and Answers.
Open-Source AI Camera Skills Platform, AI NVR & CCTV Surveillance. Local VLM video analysis with Qwen, DeepSeek, SmolVLM, LLaVA, YOLO26. LLM-powered agentic security camera agent — watches, understands, remembers & guards your home via Telegram, Discord or Slack. Pluggable AI skills. OpenAI, Google, Anthropic or local AI. Runs on Mac Mini & AI PC.
A agent framework based on the tutorial hello-agents
Open-source AI agent for B2B lead generation — describe your product, it finds the people who fit, explains why each one does, and emails them from your mailbox. Self-hosted CLI, one install.
Fetch source code for npm packages to give AI coding agents deeper context
🎭 AI 写小说:从零生成 10-50 章完整中文小说,三层问答 · 创作记忆 · 悬念钩子 · 自动校验,长篇网文连载皆宜|开源免费,适配主流 coding agent|AI novel writing skill
The pretty much "official" DSPy framework for Typescript
Modular AI HAL (Hardware Abstraction Layer) for Robots
QuantMind is an agent-native knowledge extraction and retrieval framework for quantitative finance.
Turn code into clarity. Generate accurate technical docs and AI-ready context in minutes—perfectly structured for human teams and intelligent agents.
A AI general-purpose state-space search engine, validated first on autonomous penetration testing.
AI Code Guide is a roadmap to start coding with AI
Open-source multi-agent collaboration system inspired by Chinese governance — deploy and coordinate specialized AI agents with OpenClaw.
Cut AI token costs 95%+ on code exploration. The leading MCP server for precise, symbol-level GitHub code retrieval via tree-sitter AST. Works with Claude Code, Cursor & any MCP client. 313B+ tokens saved.
Build your own Claude Code from scratch. 🔍 Claude Code 开源了 50 万行代码,读不动?用 ~5000 行 TypeScript / Python 从零复现核心架构,11 章分步教程带你理解 coding agent 精髓
A production-ready FastAPI template for building AI agent applications with LangGraph integration. This template provides a robust foundation for building scalable, secure, and maintainable AI agent services.
A powerful Model Context Protocol (MCP) server that provides an all-in-one solution for public web access.
De-AI writing skill for any Agent Skills-compatible agent (77+ via the Skills CLI), with native plugins for Claude Code, Codex, Grok Build, and Antigravity. Narrative-architecture repair for fiction, venue-matched rules for professional prose. Based on StoryScope (arXiv:2604.03136).