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📰 Dev.to · Mike Smith

3 articles · Updated every 3 hours · View all reads

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The GPU Utilization Number That's Quietly Wrecking AI Team Budgets
Dev.to · Mike Smith 📐 ML Fundamentals ⚡ AI Lesson 2mo ago
The GPU Utilization Number That's Quietly Wrecking AI Team Budgets
Teams obsess over GPU hourly rates when comparing providers. The number that actually determines your...
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The Autoscaling Bug That Costs Companies Thousands Before Anyone Notices
Dev.to · Mike Smith ☁️ DevOps & Cloud ⚡ AI Lesson 2mo ago
The Autoscaling Bug That Costs Companies Thousands Before Anyone Notices
Autoscaling is supposed to save money by matching capacity to demand. In practice, a small...
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Your Dedicated Server Benchmark Looks Great. Your Production Database Disagrees. Here's Why.
Dev.to · Mike Smith ☁️ DevOps & Cloud ⚡ AI Lesson 2mo ago
Your Dedicated Server Benchmark Looks Great. Your Production Database Disagrees. Here's Why.
A clean fio or dd benchmark on a brand-new dedicated server is not the same thing as real-world I/O...
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