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Finley Zhou

Backend developer who loves Rust and distributed systems.

Location Tokyo, Japan Joined Joined on 
My README Promised Flags My CLI Doesn't Have. I Built a Drift Detector.
datacpp_8185 profile

My README Promised Flags My CLI Doesn't Have. I Built a Drift Detector.

#documentation #cli #python #ai
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5 min read
I Inherited 60,000 Lines of Undocumented C++. I Read It With an AI and Assumed Every Answer Was a Lie.
datacpp_8185 profile

I Inherited 60,000 Lines of Undocumented C++. I Read It With an AI and Assumed Every Answer Was a Lie.

#cpp #ai #legacycode #productivity
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5 min read
My Free Coding Model Kept Failing on Big Repos. The Fix Was a Context Budget, Not a Better Model.
datacpp_8185 profile

My Free Coding Model Kept Failing on Big Repos. The Fix Was a Context Budget, Not a Better Model.

#ai #python #programming #productivity
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6 min read
Your Extraction Pipeline Doesn't Need a Smarter Model. It Needs a Schema Contract Test.
datacpp_8185 profile

Your Extraction Pipeline Doesn't Need a Smarter Model. It Needs a Schema Contract Test.

#ai #python #llm #dataengineering
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6 min read
Your Free AI Model Changed Overnight. Here's a Snapshot Test Suite That Notices.
datacpp_8185 profile

Your Free AI Model Changed Overnight. Here's a Snapshot Test Suite That Notices.

#ai #testing #llm #automation
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5 min read
I Stopped Trusting My Gut on New Open Models. A 30-Minute Scoring Loop Replaced It.
datacpp_8185 profile

I Stopped Trusting My Gut on New Open Models. A 30-Minute Scoring Loop Replaced It.

#ai #opensource #python #productivity
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6 min read
Don't Trust the Demo: A Repeatable Test Harness for Evaluating Free AI Coding Models
datacpp_8185 profile

Don't Trust the Demo: A Repeatable Test Harness for Evaluating Free AI Coding Models

#ai #programming #testing #productivity
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4 min read
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