YuhaoLin2005

I build verification systems for AI agents — self-verifiable rules, adversarial review, self-healing configs. Open source. Writing about what happens when you stop trusting AI and start proving it.

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

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he/him

YuhaoLin2005

Jul 4

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

#showdev #ai #claude #llm

3 min read

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

Want to connect with YuhaoLin2005?

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