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sanbuphy/README.md

Sanbu

I build and study agent systems.

I focus on AI coding, agent applications, and frontier papers around agents, RL, tools, memory, and LLM systems.

WalkingLabs

WalkingLabs builds open tutorials and projects for Agentic AI, LLM agents, RL, and multi-agent systems.

Community Work

Project What it is
hands-on-modern-rl Modern RL practice course
modern-llm-notebook 23 runnable PyTorch LLM notebooks
learn-harness-engineering Project-based harness engineering course
easy-vibe Vibe coding for learners of any age or background
hello-claw OpenClaw learning and skills tutorial

Personal Work

Project What it is
nanoAgent Minimal function-calling agent
nanoMCP Minimal MCP server and clients
nanoSkill Minimal Agent Skills implementation
nanoMemory 9 small agent memory demos

Direction

I want to use agents to solve real problems in coding, research, learning, and automation.

I read frontier papers, then turn the ideas into runnable projects.

I am also exploring how AI can raise the ceiling of human creativity, and I hope that future arrives soon. If you are interested in this direction, feel free to reach out.

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  1. walkinglabs/modern-llm-notebook walkinglabs/modern-llm-notebook Public

    A hands-on course for building modern LLMs from scratch in PyTorch, with 23 runnable Jupyter Notebooks covering tokenizers, attention, MoE, RLHF, inference, evaluation, and distillation.

    Jupyter Notebook 47 9

  2. walkinglabs/hands-on-modern-rl walkinglabs/hands-on-modern-rl Public

    🚀 An open-source, hands-on curriculum bridging the gap from basic RL concepts to LLM alignment, RLVR, and advanced Agentic systems.

    Python 2.7k 163

  3. walkinglabs/learn-harness-engineering walkinglabs/learn-harness-engineering Public

    Harness engineering beginner tutorial, from 0 to 1

    TypeScript 7.9k 807

  4. nanoAgent nanoAgent Public

    If you can read ~100 lines of Python, you understand agents.

    Python 630 210

  5. datawhalechina/easy-vibe datawhalechina/easy-vibe Public

    💻 vibe coding 2026 | Your first modern Coding course beginners to master step by step.

    JavaScript 16.5k 1.5k

  6. learn-coding-agent learn-coding-agent Public

    Research on Coding Agents

    12k 19.7k