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How We Beat HotSpot Performance (By Cheating, But Not Like That)
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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
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
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
Retiring a Claude Code Model Unattended with launchd: A Self-Destructing Job That Auto-Patches settings.json

Retiring a Claude Code Model Unattended with launchd: A Self-Destructing Job That Auto-Patches settings.json

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7 min read
Your app has two caches. What if it only needed one?

Your app has two caches. What if it only needed one?

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4 min read
A 110M-Parameter Model Instead of an LLM? Testing Japanese NLI Cross-Encoders on Real Conversation Logs

A 110M-Parameter Model Instead of an LLM? Testing Japanese NLI Cross-Encoders on Real Conversation Logs

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5 min read
I Built a Free API That Detects Phishing Sites Using AI Vision — And It Catches Prompt Injection Too

I Built a Free API That Detects Phishing Sites Using AI Vision — And It Catches Prompt Injection Too

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2 min read
Building a Real-time, Multiplayer Poker Game: Phase 1 of 3

Building a Real-time, Multiplayer Poker Game: Phase 1 of 3

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2 min read
I built a local, keyless Firecrawl for Claude Code — here's why published: false

I built a local, keyless Firecrawl for Claude Code — here's why published: false

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5 min read
My AI Commit Script and My MCP Tool Run the Exact Same Code. Only One of Them Is Agentic.

My AI Commit Script and My MCP Tool Run the Exact Same Code. Only One of Them Is Agentic.

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5 min read
Building GateKeeper: Designing a Role-Based Access Control Library in Pure Go

Building GateKeeper: Designing a Role-Based Access Control Library in Pure Go

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3 min read
Clinejection: How a GitHub Issue Title Compromised an AI Coding Assistant Used by 5M Developers

Clinejection: How a GitHub Issue Title Compromised an AI Coding Assistant Used by 5M Developers

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3 min read
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