Runnable, documented projects worth studying and extending.
Othersaie-bookPWChip Huyen's "AI Engineering" comes with an open-source resource library, including the Jupyter Notebook for AI engineering practices, code examples, and learning materials, suitable for developers transitioning from ML research to AI engineering.
OthersHuggingFace ML-InternPWHuggingFace's open-source ML Engineer Agent can automatically read papers, train models, and publish them. Supports complete ML workflow automation, seamlessly from paper to deployment.
OthersGoogle MagikaPWGoogle's open-source AI-driven file type detection tool uses deep learning models to quickly and accurately identify the true content type of files, making it more accurate than traditional Magic Number methods and supporting hundreds of file formats.
OthersMLflowPWAn open-source AI engineering platform supporting debugging, evaluation, monitoring, and optimization of agents, LLMs, and ML models. Provides full-chain MLOps capabilities including experiment tracking, model registration, and deployment management.
OthersHuggingFace ML-InternPW🤗 An open-source ML engineer agent that can automatically read papers, train models, and publish them to HuggingFace Hub. Officially produced by HuggingFace, built on Claude, supporting end-to-end machine learning research automation processes.
OthersPydantic MontyPWA minimalist and secure Python interpreter written in Rust, designed specifically for AI Agent code execution. Microsecond-level startup, fully isolated sandbox environment, supports state snapshots and recovery, and can be embedded with any agent framework to run LLM-generated code.
OthersOh My OpenCode SlimPWA streamlined optimized version of OpenCode fork significantly reduces token consumption, making it suitable for developers who prioritize cost control
AI and AgentsMultica - An open-source managed agent platformPWTurn coding agents into true team members. Supports task assignment, progress tracking, and skill accumulation, with an open-source multi-agent collaboration platform of 21,000+ stars.
AI and AgentsOpenAI Agents Python - Official Multi-agent FrameworkPWOpenAI's official open-source lightweight multi-agent workflow framework, 25,000+ stars, supports agent orchestration, tool calls, and handoff.
OthersRF-DETRPWRoboflow developed a real-time object detection and instance segmentation model architecture based on the DINOv2 visual Transformer backbone network, achieving SOTA on the COCO dataset, selected for ICLR 2026, and supporting a unified API for detection and segmentation.
OthersMemoriPWMemoriLabs has developed an agent-native memory infrastructure with a persistent state layer independent of LLMs, transforming agent execution and conversations into structured persistent states, suitable for production-level systems.
OthersOpen-Generative-AIPWAn open-source, uncensored AI image and video generation studio, integrating 200+ models (Flux, Midjourney, Kling, Sora, Veo, etc.), supporting self-hosting, MIT license.
OthersIsaac GR00T N1.7PWNVIDIA's general-purpose robot foundational model supports zero-shot and few-shot transfer learning, enabling humanoid robots and robotic arms to perform various operational tasks.
AI and AgentsCUA - Computer Use AgentsPWOpen-source computers use agent infrastructure, providing sandboxes, SDKs, and benchmarks for training and evaluating AI agents capable of controlling a full desktop.
OthersMontyPWA minimally secure Python interpreter written in Rust by the Pydantic team, designed specifically for AI Agent code execution. Startup time is microsecond-level, completely isolating the host environment, and supports snapshot recovery.
OthersEvolverPWAn AI Agent self-evolution engine based on gene expression programming (GEP), supporting auditable skill evolution, gene capsules, and event systems, has published an arXiv paper.
OthersManifestPWPersonal AI Agent intelligent model router automatically selects the optimal model to perform tasks, reducing costs by up to 70%. TypeScript implementation, supporting multi-model switching.
OthersRoutaPWA workspace-first multi-agent collaboration platform supporting shared Spec, Kanban orchestration, MCP/ACP/A2A protocols, offering both web and desktop platforms, developed by Phodal.
OthersOpenWorkPWAn open-source multi-agent team collaboration platform, built on opencode, an open-source alternative to Claude Cowork, supporting team-level AI coding collaboration
OthersPrompt OptimizerPWAI prompt optimization tool helps users write better prompts for better AI output, supporting multi-round iterative optimization
OthersRuViewPWWiFi DensePose: Real-time human pose estimation, vital sign monitoring, and presence detection using standard WiFi signals, completely without camera, Rust implementation, 50K+ stars
OthersGas CityPWMulti-agent encoding workflow orchestration SDK, supporting multiple runtimes such as tmux/subprocess/ACP/Kubernetes, declarative configuration for managing multi-agent collaborative tasks
OthersMakiPWEfficient AI coding agent, implemented in Rust, significantly reduces token consumption through tree-sitter indexing and Monty sandbox code execution, supports multi-model delegation of sub-agents
OthersBeadsPWCoding Agent's memory upgrade tool—provides persistent memory capabilities for AI coding assistants like Claude Code and Codex, allowing Agents to maintain contextual continuity across sessions. Written in Go, lightweight and efficient.