The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.

An agentic skills framework & software development methodology that works.

CLI for Recursive Language Models (arXiv:2512.24601)

MCP‑RLM‑Proxy is a production‑ready MCP proxy for AI agents that need to handle huge tool outputs efficiently. It adds smart caching, automatic response truncation, and powerful RLM‑inspired tools …

"AI-Trader: Can AI Beat the Market?"

A smol distributed database implemented from scratch 🐣

MCP-Zero: Active Tool Discovery for Autonomous LLM Agents

Collection of evals for Inspect AI

Implementation of my RAG system that won all categories in Enterprise RAG Challenge 2

"Hyper-RAG: Combating LLM Hallucinations using Hypergraph-Driven Retrieval-Augmented Generation" by Yifan Feng, Hao Hu, Xingliang Hou, Shiquan Liu, Shihui Ying, Shaoyi Du, Han Hu, and Yue Gao.

A simple, easy-to-customize pipeline for local RAG evaluation. Starter prompts and metric definitions included.

Simple and efficient pytorch-native transformer text generation in <1000 LOC of python.

A very simple proof-of-concept mcp for running vllm benchmarks

Learn to build your Second Brain AI assistant with LLMs, agents, RAG, fine-tuning, LLMOps and AI systems techniques.

This repo is meant to serve as a guide for Machine Learning/AI technical interviews.

🚀🚀 「大模型」2小时完全从0训练26M的小参数GPT！🌏 Train a 26M-parameter GPT from scratch in just 2h!

Democratizing Reinforcement Learning for LLMs

Sky-T1: Train your own O1 preview model within $450

Unify Efficient Fine-tuning of RAG Retrieval, including Embedding, ColBERT, ReRanker.

LlamaIndex is a data framework for your LLM applications

Tool for creating a repo structure file and flattened repo file

An evolving toolkit of capabilities helpful for reverse engineering legacy Cobol code

Learn how to design, develop, deploy and iterate on production-grade ML applications.

Implementation of the LongRoPE: Extending LLM Context Window Beyond 2 Million Tokens Paper

A tool to scrape all files from a GitHub repository and turn it into a JSON or TXT file, Useful for AI and LLM Projects

Unofficial PyTorch/🤗Transformers(Gemma/Llama3) implementation of Leave No Context Behind: Efficient Infinite Context Transformers with Infini-attention

1st Solution For Conversational Multi-Doc QA Workshop & International Challenge @ WSDM'24 - Xiaohongshu.Inc

A repository of Python scripts to scrape code contents of the public repositories of `huggingface`.