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Every AI-built site looks the same, so I built a skill that locks taste before any code is written
Cover image for Every AI-built site looks the same, so I built a skill that locks taste before any code is written

AI's "average of the internet" design bias

Every AI-built site looks the same, so I built a skill that locks taste before any code is written

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4 min read
Hey DEV, I'm Tobore. Let's actually connect.

Award-winning writer and React Top Author

Hey DEV, I'm Tobore. Let's actually connect.

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Comments 24
1 min read
Five Gemma-4 models, one accelerator: what porting E2B 31B to AWS Inferentia2 taught me

Five Gemma-4 models, one accelerator: what porting E2B 31B to AWS Inferentia2 taught me

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6 min read
8 Things Developers Confidently Explain After Watching One YouTube Video

Humorous look at LinkedIn gurus

8 Things Developers Confidently Explain After Watching One YouTube Video

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Comments 74
4 min read
26B Gemma 4 QAT Deployment with GCE g2-standard, NVIDIA L4, MCP, and Antigravity CLI

26B Gemma 4 QAT Deployment with GCE g2-standard, NVIDIA L4, MCP, and Antigravity CLI

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17 min read
AWS Weekend Agent Challenge: Daybreak

AWS Weekend Agent Challenge: Daybreak

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4 min read
Why RAG gives wrong answers (and how to fix retrieval failures)

Why RAG gives wrong answers (and how to fix retrieval failures)

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14 min read
I'm 13, Solo Founder & CEO of Akhouri Systems. No team, no backend, no funding — just a laptop.

I'm 13, Solo Founder & CEO of Akhouri Systems. No team, no backend, no funding — just a laptop.

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3 min read
Porting a 128-expert MoE (Gemma-4 26B-A4B) to AWS Inferentia2 — where every rank weighted the wrong experts

Porting a 128-expert MoE (Gemma-4 26B-A4B) to AWS Inferentia2 — where every rank weighted the wrong experts

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6 min read
Anxious About the Tech Market? Try Digging a New Hole

Anxious About the Tech Market? Try Digging a New Hole

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6 min read
My Inferentia port matched its reference token-for-token — and still output garbage

My Inferentia port matched its reference token-for-token — and still output garbage

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8 min read
Instrumenting an AI-Powered GitHub Analyzer with OpenTelemetry and SigNoz

Tracks 52-second delays and 40k token usage

Instrumenting an AI-Powered GitHub Analyzer with OpenTelemetry and SigNoz

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18 min read
Game Builder Tutorial 3: Build a First-Person 3D Dungeon

Game Builder Tutorial 3: Build a First-Person 3D Dungeon

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8 min read
Dev Opportunity Radar #8: $100K OpenAI Build Week, $12K AI Fellowship, Founder Residency & Free AI Dev Course

Dev Opportunity Radar #8: $100K OpenAI Build Week, $12K AI Fellowship, Founder Residency & Free AI Dev Course

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10 min read
I reviewed a NestJS fintech backend where the numbers never quite matched, this is the fix

I reviewed a NestJS fintech backend where the numbers never quite matched, this is the fix

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5 min read
Closing the Loop: Emailing Myself When My Resume Gets Downloaded

Closing the Loop: Emailing Myself When My Resume Gets Downloaded

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5 min read
Want to Volunteer with me as a Full-Stack Developer? Join me at CALEC!

Building tech for bilingual literacy

Want to Volunteer with me as a Full-Stack Developer? Join me at CALEC!

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2 min read
Can a Semantic Cache Become Your Primary Retrieval Layer?

Can a Semantic Cache Become Your Primary Retrieval Layer?

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7 min read
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