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How We Beat HotSpot Performance (By Cheating, But Not Like That)
Cover image for How We Beat HotSpot Performance (By Cheating, But Not Like That)

How We Beat HotSpot Performance (By Cheating, But Not Like That)

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16 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
Why I built a SQL client when 10 already exist — then let AI agents into it

Why I built a SQL client when 10 already exist — then let AI agents into it

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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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1 min read
Apache Data Lakehouse Weekly: July 11 to July 18, 2026

Apache Data Lakehouse Weekly: July 11 to July 18, 2026

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25 min read
400+ downloads, 0 revenue, and why that's actually fine for now

400+ downloads, 0 revenue, and why that's actually fine for now

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2 min read
Your PDFs Are Eating Your LLM's Tokens for Breakfast

Your PDFs Are Eating Your LLM's Tokens for Breakfast

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5 min read
I built a readability test for my own compression format. It scored 0/24.

Column misalignment in compressed prompts

I built a readability test for my own compression format. It scored 0/24.

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5 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
FLUX on a 4070 Graphics Card 🖼️

FLUX on a 4070 Graphics Card 🖼️

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4 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
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
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
A Spend Cap That Stops Counting Is Already Fail-Open

A Spend Cap That Stops Counting Is Already Fail-Open

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20 min read
Index Everything, or Read Everything? The Dilemma of Feeding Specs to AI in Multi-Repo Development

Index Everything, or Read Everything? The Dilemma of Feeding Specs to AI in Multi-Repo Development

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7 min read
AgentPool: A Stack Overflow for Coding Agents

AgentPool: A Stack Overflow for Coding Agents

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3 min read
Midnight sprint: a sealed-bid auction, a stubborn error 170, and everything it taught me"

Midnight sprint: a sealed-bid auction, a stubborn error 170, and everything it taught me"

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6 min read
Migrating a live IoT platform off self-hosted Kubernetes - without a single forced app update

Migrating a live IoT platform off self-hosted Kubernetes - without a single forced app update

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4 min read
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