YuhaoLin2005

I study how AI systems drift over time and build lightweight checks to catch it. 50+ sessions of data, 3 merged PRs to 200K+ star projects. Writing about what I learn. Seeking summer 2026 internship.

Joined on Jun 26, 2026 https://github.com/YuhaoLin2005

Education

FAFU, Spatial Information & Digital Technology

Pronouns

he/him

Work

Seeking summer 2026 internship

YuhaoLin2005

Jul 7

I Built a Self-Referential AI System. Then Anthropic Discovered the Same Architecture in Claude.

#ai #jspace #promptengineering #deepseek

3 min read

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YuhaoLin2005

Jul 7

How I Built a File-Timestamp-Based Feedback Loop to Enforce AI Output Quality

#python #ai #productivity #opensource

3 min read

YuhaoLin2005

Jul 6

The Open Source Flywheel: How I Turn Personal AI Scripts Into Merged PRs

#ai #github #opensource #productivity

3 min read

YuhaoLin2005

Jul 6

Your AI Agent Burns 30% of Its Context Parsing Your Config. Fix It in 5 Minutes.

2 min read

YuhaoLin2005

Jul 4

I Packed DeepSeek V4 + Claude Code Into a Starter Kit. Clone It and Ship.

#showdev #ai #claude #llm

3 min read

YuhaoLin2005

Jul 3

I Open-Sourced the Protocol That Stops AI From Forgetting Who You Are

#agents #ai #llm

2 min read

YuhaoLin2005

Jun 30

I Built a Closed-Loop Self-Healing System for My AI Config — By Accident

#ai #claudecode #automation #systems

4 min read

YuhaoLin2005

Jun 30

Your AI Agent's Best Work Produces Zero Output — And That's the Point

#ai #claudecode #devops #monitoring

4 min read

YuhaoLin2005

Jun 30

I Made My AI Rules Self-Verifiable. Now They Catch Their Own Violations.

#ai #claudecode #productivity #tdd

4 min read

YuhaoLin2005

Jun 29

Search Didn't Make Your LLM Dumber. Unweighted Context Did.

#ai #llm #mcp #agents

3 min read

YuhaoLin2005

Jun 29

I Installed 50 AI Agent Skills Blindly. Here's the 3-Question Filter I Use Now.

#ai #llm #agentskills #agents

3 min read

YuhaoLin2005

Jun 29

Context Engineering Isn't Just for Prompts — It's for Config Files Too

#ai #tutorial #agents

2 min read

YuhaoLin2005

Jun 29

Your AI Agent Is Burning Tokens. Do You Know How Many?

#agents #ai #monitoring #python

4 min read

YuhaoLin2005

Jun 28

Your AI Config Files Are Fighting Each Other

#ai #claudecode #config #llm

2 min read

YuhaoLin2005

Jun 28

I Run DeepSeek on Claude Code — How I Swap Models by Changing Only One File

#ai #claude #deepseek #llm

2 min read

YuhaoLin2005

Jun 27

I Built a Dual-Pool Adversarial Review System for AI Agents — And It Actually Works

#opensource #ai #claude #codereview

3 min read

YuhaoLin2005

Jun 26

Single-Modal LLMs Have a Blind Spot. Here's How to Fix It.

#tutorial

3 min read

YuhaoLin2005

Jun 26

Your LLM Gets Dumber Every Time You Compact Context — And Nobody Is Measuring It

#llm #opensource

3 min read

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YuhaoLin2005

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I Built a Self-Referential AI System. Then Anthropic Discovered the Same Architecture in Claude.

Want to connect with YuhaoLin2005?

How I Built a File-Timestamp-Based Feedback Loop to Enforce AI Output Quality

The Open Source Flywheel: How I Turn Personal AI Scripts Into Merged PRs

Your AI Agent Burns 30% of Its Context Parsing Your Config. Fix It in 5 Minutes.

I Packed DeepSeek V4 + Claude Code Into a Starter Kit. Clone It and Ship.

I Open-Sourced the Protocol That Stops AI From Forgetting Who You Are

I Built a Closed-Loop Self-Healing System for My AI Config — By Accident

Your AI Agent's Best Work Produces Zero Output — And That's the Point

I Made My AI Rules Self-Verifiable. Now They Catch Their Own Violations.

Search Didn't Make Your LLM Dumber. Unweighted Context Did.

I Installed 50 AI Agent Skills Blindly. Here's the 3-Question Filter I Use Now.

Context Engineering Isn't Just for Prompts — It's for Config Files Too

Your AI Agent Is Burning Tokens. Do You Know How Many?

Your AI Config Files Are Fighting Each Other

I Run DeepSeek on Claude Code — How I Swap Models by Changing Only One File

I Built a Dual-Pool Adversarial Review System for AI Agents — And It Actually Works

Single-Modal LLMs Have a Blind Spot. Here's How to Fix It.

Your LLM Gets Dumber Every Time You Compact Context — And Nobody Is Measuring It