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Sarah Pan

Software engineer building AI developer tools at TokenBay. Passionate about AI infrastructure, open source, and creating great developer experiences. Dog mom to a fluffy Samoyed, League player...

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Software Engineer @ TokenBay

I Asked Three AI Models the Same Question. Now I Had Three Problems.

I Asked Three AI Models the Same Question. Now I Had Three Problems.

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3 min read

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Adding One Limitation Made the AI Recommendation More Confident

Adding One Limitation Made the AI Recommendation More Confident

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3 min read
Do Students Still Need to Learn Coding the Old Way?

Do Students Still Need to Learn Coding the Old Way?

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3 min read
Building a Model-Agnostic Agent Harness: What Breaks When You Switch LLMs

Building a Model-Agnostic Agent Harness: What Breaks When You Switch LLMs

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3 min read
50,000 AI Dramas a Month. So Why Have You Never Seen One?

50,000 AI Dramas a Month. So Why Have You Never Seen One?

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1 min read
The API Call Succeeded. The Workflow Still Broke.

The API Call Succeeded. The Workflow Still Broke.

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5 min read
The Best AI Model Is Usually the Wrong Question

The Best AI Model Is Usually the Wrong Question

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1 min read
Three AI APIs Now Look Almost Compatible. They Still Aren’t Interchangeable.

Three AI APIs Now Look Almost Compatible. They Still Aren’t Interchangeable.

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3 min read
People Blamed AI for These UI Bugs. I Started Wondering Why.

People Blamed AI for These UI Bugs. I Started Wondering Why.

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5 min read
I Changed Only the Product Description. AI Changed Its Recommendation.

I Changed Only the Product Description. AI Changed Its Recommendation.

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4 min read
Your website was built for humans. But can AI understand it?

Your website was built for humans. But can AI understand it?

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5 min read
Comparing How ChatGPT and Gemini Recommend Developer Tools

Comparing How ChatGPT and Gemini Recommend Developer Tools

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5 min read
AI Doesn't Recommend the Best Product. It Recommends the Best Explained Product.

AI Doesn't Recommend the Best Product. It Recommends the Best Explained Product.

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2 min read
AI Made Content Creation Faster. So Why Am I Spending More Time Working?The Most Time-Consuming Part of AI Video Creation Isn't Prompting

AI Made Content Creation Faster. So Why Am I Spending More Time Working?The Most Time-Consuming Part of AI Video Creation Isn't Prompting

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3 min read
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