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Achievement: Starstruckx4Achievement: YOLOAchievement: Pull Sharkx2Achievement: Pair ExtraordinaireAchievement: Quickdraw

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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.

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 58 10

  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 2.8k 171

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

    Harness engineering beginner tutorial, from 0 to 1

    TypeScript 8.2k 849

  4. nanoAgent nanoAgent Public

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

    Python 636 212

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

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

    JavaScript 16.7k 1.6k

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

    Research on Coding Agents

    12k 19.7k