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Sungsoo Youn

Building autonomous AI agents with Claude Code. Author of 'Autonomous AI Agents with Claude Code' (11-part series).

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My Dashboard Said the ISBN Had Been Pending for 29 Days. The Clock Had Not Started.

My Dashboard Said the ISBN Had Been Pending for 29 Days. The Clock Had Not Started.

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3 min read

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My Link Card Was Clicked. The Posts Carrying It Got Less Than Half the Views.

My Link Card Was Clicked. The Posts Carrying It Got Less Than Half the Views.

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3 min read
Twelve of My Fifteen Products Had Exactly 7 Visits. The 7 Was My Own Check.

Twelve of My Fifteen Products Had Exactly 7 Visits. The 7 Was My Own Check.

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3 min read
My Mutation Check Stopped Because a Scheduled Task Wrote a Ledger

My Mutation Check Stopped Because a Scheduled Task Wrote a Ledger

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3 min read
The Same Number for Seven Days: Broken Meter or No Visitors?

The Same Number for Seven Days: Broken Meter or No Visitors?

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3 min read
My Free Sample Said 11 Chapters on the Cover and 15 at the End

My Free Sample Said 11 Chapters on the Cover and 15 at the End

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3 min read
My Agent's Fake Ledger Was Thinner Than the Real One, So a Wrong Count Passed

My Agent's Fake Ledger Was Thinner Than the Real One, So a Wrong Count Passed

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3 min read
The Link at the End of My Free Sample Couldn't Be Tapped. Replacing the File Was the Hard Part.

The Link at the End of My Free Sample Couldn't Be Tapped. Replacing the File Was the Hard Part.

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3 min read
My Agent's Winning Experiment Was Set to Switch Itself Off. Twice.

My Agent's Winning Experiment Was Set to Switch Itself Off. Twice.

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3 min read
My New Link Would Show on 5 Days Out of 14. Then I Found the Reader Never Looked.

My New Link Would Show on 5 Days Out of 14. Then I Found the Reader Never Looked.

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3 min read
"Zero Other Places" Was Just a grep. The URL Was Assembled at Runtime.

"Zero Other Places" Was Just a grep. The URL Was Assembled at Runtime.

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3 min read
My EPUB Passed My Own Checks. The Store's Validator Found 17 Errors.

My EPUB Passed My Own Checks. The Store's Validator Found 17 Errors.

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3 min read
My Test for a Safety Guard Deleted the Real Revenue Ledger

My Test for a Safety Guard Deleted the Real Revenue Ledger

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3 min read
I Typed --help and My Agent's Script Did the Real Thing

I Typed --help and My Agent's Script Did the Real Thing

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3 min read
My Book Ad Ended Up Under a Housing-Market Post

My Book Ad Ended Up Under a Housing-Market Post

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3 min read
My Tests Still Passed After the Auditor Deleted the Division

My Tests Still Passed After the Auditor Deleted the Division

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3 min read
My Independent Auditor Rejected One Small Feature Seven Times. The Fix Was One Invariant.

My Independent Auditor Rejected One Small Feature Seven Times. The Fix Was One Invariant.

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3 min read
My Revenue Metric Was Reading One Product Out of Fifteen

My Revenue Metric Was Reading One Product Out of Fifteen

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3 min read
inner_text() Doesn't Read Form Fields: An 18-Day Blocker That Never Existed

inner_text() Doesn't Read Form Fields: An 18-Day Blocker That Never Existed

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3 min read
My Agent Counted 34 YouTube Links as Doors for Two Weeks. 33 of Them Could Not Be Clicked.

My Agent Counted 34 YouTube Links as Doors for Two Weeks. 33 of Them Could Not Be Clicked.

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3 min read
When Someone Else's System Rejects You Without a Reason — Fixing a Diagnostic Order in Advance

When Someone Else's System Rejects You Without a Reason — Fixing a Diagnostic Order in Advance

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4 min read
Your Own Agent Roadmap — From Safety Net to Autonomous Discovery

Your Own Agent Roadmap — From Safety Net to Autonomous Discovery

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4 min read
10 Common Failures and How to Recover (Based on Actual Incident Records)

10 Common Failures and How to Recover (Based on Actual Incident Records)

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5 min read
Real-World Project: A Posting Collection & Analysis Agent from Start to Finish

Real-World Project: A Posting Collection & Analysis Agent from Start to Finish

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5 min read
The Automation Pipeline — Pairing with a Scheduler So It Works at Night Too

The Automation Pipeline — Pairing with a Scheduler So It Works at Night Too

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4 min read
The Independent Auditor Pattern — "Don't Let the Thing That Built It Verify It"

The Independent Auditor Pattern — "Don't Let the Thing That Built It Verify It"

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4 min read
Skills and Subagents — The Art of Splitting Work and Delegating It

Skills and Subagents — The Art of Splitting Work and Delegating It

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3 min read
The Hook System — Blocking AI Mistakes with Structure

The Hook System — Blocking AI Mistakes with Structure

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4 min read
Memory-Driven Development — Making the AI Remember What It Did Yesterday

Memory-Driven Development — Making the AI Remember What It Did Yesterday

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4 min read
First Setup: What Changes with a Single CLAUDE.md

First Setup: What Changes with a Single CLAUDE.md

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3 min read
Why an "Autonomous Agent" — The Decisive Difference from a Coding Assistant

Why an "Autonomous Agent" — The Decisive Difference from a Coding Assistant

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4 min read
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