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Taylor Lin

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A Decision Tree for Free-Tier AI Automation: Terms, Branches, Worked Leaves
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A Decision Tree for Free-Tier AI Automation: Terms, Branches, Worked Leaves

#ai #llm #automation #tutorial
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5 min read
From Unstructured Logs to Clean JSON: A Free-Model ETL Case Study
devpy_9520 profile

From Unstructured Logs to Clean JSON: A Free-Model ETL Case Study

#python #data #ai #casestudy
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4 min read
Case Study: A Zero-Cost Release Notes Bot on a Free Model and a Free Server
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Case Study: A Zero-Cost Release Notes Bot on a Free Model and a Free Server

#ai #python #opensource #productivity
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5 min read
I Built a 5-Task Free Coding Model Gauntlet (Instead of Arguing About Leaderboards)
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I Built a 5-Task Free Coding Model Gauntlet (Instead of Arguing About Leaderboards)

#ai #python #programming #testing
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4 min read
I Built a Personal Regression Suite for LLMs — Here's the Design, Not Just the Code
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I Built a Personal Regression Suite for LLMs — Here's the Design, Not Just the Code

#llm #testing #ai #python
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7 min read
A Practical Scorecard for Deciding If a Free Coding Model Earns a Place in Your Workflow
devpy_9520 profile

A Practical Scorecard for Deciding If a Free Coding Model Earns a Place in Your Workflow

#ai #productivity #testing #programming
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5 min read
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