Enjoy Kumawat

Enjoy Kumawat

Jul 17

One .env Key Held Two Different Usernames. My Fix Wasn't to Make the Code Guess Better.

#ai #python #devtools #debugging

1

4 min read

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Jul 17

My Publishing Agent Runs Twice a Day and Remembers Nothing. That's the Design, Not the Bug.

#ai #agents #productivity #devtools

1

4 min read

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Jul 16

My Repo Had Two Scripts That Hit the Same API. Only One Still Matched What I Actually Do.

#ai #python #devtools #debugging

1

4 min read

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Jul 16

My Agent Almost Retried a Request That Was Never Going to Succeed

#ai #agents #debugging #python

1

4 min read

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Jul 16

I Added More Verifiers to Catch Bad AI Findings. Precision Stopped Improving.

#ai #llm #agents #testing

3 min read

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Jul 16

My Project's Own Instructions Told My Agent to Use Tools That Don't Exist

#claudecode #ai #agents #devtools

2

4 min read

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Jul 15

My MCP Server Only Talks to APIs I Trust. That Doesn't Mean the Data Coming Back Is Trustworthy.

#mcp #security #ai #python

1

4 min read

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Jul 15

My Commit Message Generator Kept Signing Its Own Work. Telling It Not To Wasn't the Fix.

#ai #llm #git #devtools

1

4 min read

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Jul 15

My Agent's Git Checkout Left Two Commits Floating in Nowhere. Worktrees Fixed the Actual Problem.

#claudecode #agents #git #devtools

4 min read

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Jul 15

My Project Docs Aren't For Humans Anymore. They're For an Agent That Re-Reads Them Every Session.

#ai #claudecode #documentation #productivity

4 min read

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Jul 14

My Open Source PR Added 285 Lines of Docs. A Reviewer Told Me to Delete Most of Them. They Were Right.

#ai #agents #claudecode #debugging

4 min read

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Jul 14

Every Commit in My Repo Gets Reviewed by a Second AI. Here's What Actually Changed.

#ai #claudecode #productivity #devtools

1

4 min read

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Jul 14

My requirements.txt Had a Landmine in It. It Just Hadn't Gone Off Yet.

#mcp #python #security #devtools

1

4 min read

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Jul 14

My Agent's Memory File Wasn't Wrong. It Was Just Six Weeks Stale.

#ai #llm #agents #productivity

4 min read

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Jul 14

My Agent Kept Saying "Tests Pass." I Stopped Believing It.

#agents #ai #claudecode #debugging

4 min read

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Jul 4

I Ditched Vector Search for My Coding Agent's Memory. FTS5 Won.

#mcp #ai #llm #python

1

4 min read

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Jul 4

The Token Was Valid. My Headless Agent 401'd Anyway.

#claudecode #ai #devops #debugging

3 min read

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Jul 4

My Agent Said the Tool Call Succeeded. It Had 404'd.

#claudecode #ai #agents #debugging

1

4 min read

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Jul 3

Your MCP Servers Are Burning Tokens Before You Type a Word

#mcp #ai #claudecode #productivity

3 min read

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Jun 29

I Stopped Installing MCP Servers Blind. Here's My 5-Minute Vetting Checklist.

#mcp #ai #security #claudecode

1

4 min read

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Jun 29

One Agent or Five? What I Learned Running a Team of AI Coders

#ai #claudecode #llm #productivity

4 min read

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Jun 29

My AI Wrote Code That Passed Every Test and Was Still Wrong

#ai #llm #codequality #claudecode

2

4 min read

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Jun 29

My AI Agent Read 56 KB to Answer One Question. I Made It Stop.

#ai #llm #claudecode #productivity

4 min read

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Jun 24

My AI Agent Writes Great Code and Forgets All of It by Tomorrow

#ai #llm #claudecode #devtools

1

4 min read

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Jun 22

I Build MCP Servers. Here's the Security Hole Nobody Talks About.

#mcp #ai #security #claudecode

1

4 min read

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Jun 22

Context Rot: Why Your AI Coding Agent Gets Dumber Mid-Session (and How I Stopped It)

#ai #claudecode #llm #productivity

4 min read

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Jun 21

The Real Reason Everyone's Fighting About Tailwind CSS v4

#css #tailwindcss #webdev #frontend

3 min read

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Jun 21

I Fixed the "AI Commit Messages" Problem in 20 Lines of Python

#git #python #ai #devtools

1

2 min read

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Jun 21

I built an MCP server that lets Claude manage my GitHub profile and DEV.to articles — here's how

#mcp #python #github #opensource

1

3 min read

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Badges

Writing Debut

One .env Key Held Two Different Usernames. My Fix Wasn't to Make the Code Guess Better.

My Publishing Agent Runs Twice a Day and Remembers Nothing. That's the Design, Not the Bug.

My Repo Had Two Scripts That Hit the Same API. Only One Still Matched What I Actually Do.

My Agent Almost Retried a Request That Was Never Going to Succeed

I Added More Verifiers to Catch Bad AI Findings. Precision Stopped Improving.

My Project's Own Instructions Told My Agent to Use Tools That Don't Exist

My MCP Server Only Talks to APIs I Trust. That Doesn't Mean the Data Coming Back Is Trustworthy.

My Commit Message Generator Kept Signing Its Own Work. Telling It Not To Wasn't the Fix.

My Agent's Git Checkout Left Two Commits Floating in Nowhere. Worktrees Fixed the Actual Problem.

My Project Docs Aren't For Humans Anymore. They're For an Agent That Re-Reads Them Every Session.

My Open Source PR Added 285 Lines of Docs. A Reviewer Told Me to Delete Most of Them. They Were Right.

Every Commit in My Repo Gets Reviewed by a Second AI. Here's What Actually Changed.

My requirements.txt Had a Landmine in It. It Just Hadn't Gone Off Yet.

My Agent's Memory File Wasn't Wrong. It Was Just Six Weeks Stale.

My Agent Kept Saying "Tests Pass." I Stopped Believing It.

I Ditched Vector Search for My Coding Agent's Memory. FTS5 Won.

The Token Was Valid. My Headless Agent 401'd Anyway.

My Agent Said the Tool Call Succeeded. It Had 404'd.

Your MCP Servers Are Burning Tokens Before You Type a Word

I Stopped Installing MCP Servers Blind. Here's My 5-Minute Vetting Checklist.

One Agent or Five? What I Learned Running a Team of AI Coders

My AI Wrote Code That Passed Every Test and Was Still Wrong

My AI Agent Read 56 KB to Answer One Question. I Made It Stop.

My AI Agent Writes Great Code and Forgets All of It by Tomorrow

I Build MCP Servers. Here's the Security Hole Nobody Talks About.

Context Rot: Why Your AI Coding Agent Gets Dumber Mid-Session (and How I Stopped It)

The Real Reason Everyone's Fighting About Tailwind CSS v4

I Fixed the "AI Commit Messages" Problem in 20 Lines of Python

I built an MCP server that lets Claude manage my GitHub profile and DEV.to articles — here's how