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Shane Castile

I code with AI. We use Python, Javascript, HTML, CSS, Dev, Web Dev, nextjs, react among others.

Location United States Joined Joined on  Personal website https://paperlab.xyz
I Ran Every Gemma 4 Model on My Home Lab. E4B Crushes E2B. Here's the Data.
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Gemma 4 Challenge: Write about Gemma 4 Submission
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I Ran Every Gemma 4 Model on My Home Lab. E4B Crushes E2B. Here's the Data.

#devchallenge #gemmachallenge #gemma
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3 min read

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Shelfie: I Built a Book Scanner That Runs Entirely on a $75 Raspberry Pi (Using Gemma 4)
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Gemma 4 Challenge: Build With Gemma 4 Submission
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Shelfie: I Built a Book Scanner That Runs Entirely on a $75 Raspberry Pi (Using Gemma 4)

#devchallenge #gemmachallenge #gemma
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3 min read
I Built an AI Tool That Finds Bad Local Business Websites (And Pitches Them Redesigns)
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Hermes Agent Challenge Submission: Build With Hermes Agent
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I Built an AI Tool That Finds Bad Local Business Websites (And Pitches Them Redesigns)

#hermesagentchallenge #devchallenge #agents #python
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4 min read
Firebase AI Logic's Template-Only Mode Is the Security Feature We Actually Needed

Google I/O Writing Challenge Submission
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Firebase AI Logic's Template-Only Mode Is the Security Feature We Actually Needed

#devchallenge #googleiochallenge #firebase #security
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5 min read
5 FastAPI Mistakes That Waste Hours (And How to Fix Them)
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5 FastAPI Mistakes That Waste Hours (And How to Fix Them)

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3 min read
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