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Taylor Lin

Frontend developer crafting beautiful user experiences.

Location London, UK Joined Joined on 
Choosing a Free AI Backend Without Losing Sleep: A Glossary, a Decision Tree, and Three Leaves

Choosing a Free AI Backend Without Losing Sleep: A Glossary, a Decision Tree, and Three Leaves

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4 min read
Context Budgeting: A Decision Tree for Long-Running Free-Model Agents

Context Budgeting: A Decision Tree for Long-Running Free-Model Agents

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5 min read
MonkeyCode Unwrapped: A Decision Tree for Free AI Tokens and a Free Server

MonkeyCode Unwrapped: A Decision Tree for Free AI Tokens and a Free Server

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4 min read
Free Tokens + Free Server: A Decision Tree for Zero-Cost AI Scripts

Free Tokens + Free Server: A Decision Tree for Zero-Cost AI Scripts

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6 min read
A Field Guide to Free-Tier AI Code Reviewers: Glossary, Decision Tree, and Worked Leaves

A Field Guide to Free-Tier AI Code Reviewers: Glossary, Decision Tree, and Worked Leaves

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4 min read
The Score Is a Symptom: A Diagnostic Tree for Free-Model Evals

The Score Is a Symptom: A Diagnostic Tree for Free-Model Evals

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

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

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

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

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4 min read
Case Study: A Zero-Cost Release Notes Bot on a Free Model and a Free Server

Case Study: A Zero-Cost Release Notes Bot on a Free Model and a Free Server

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5 min read
I Built a 5-Task Free Coding Model Gauntlet (Instead of Arguing About Leaderboards)

I Built a 5-Task Free Coding Model Gauntlet (Instead of Arguing About Leaderboards)

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

I Built a Personal Regression Suite for LLMs — Here's the Design, Not Just the Code

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

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

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5 min read
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