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📰 Dev.to · ANKIT AMBASTA

3 articles · Updated every 3 hours · View all reads

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How I Built an AI That Detects When Your Appliances Are About to Break — Using Only a Smart Meter
Dev.to · ANKIT AMBASTA 📐 ML Fundamentals ⚡ AI Lesson 4mo ago
How I Built an AI That Detects When Your Appliances Are About to Break — Using Only a Smart Meter
When your microwave starts consuming 20% more power than usual, it's about to fail. Your fridge...
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The Fallback Pattern: How I Handle 15+ RPM (30,000 Tokens/Min) on Free AI Models # The Solution: Dynamic Fallback Queue"
Dev.to · ANKIT AMBASTA 🤖 AI Agents & Automation ⚡ AI Lesson 4mo ago
The Fallback Pattern: How I Handle 15+ RPM (30,000 Tokens/Min) on Free AI Models # The Solution: Dynamic Fallback Queue"
When I built VerdictAI X — a high-end decision support system where five specialized AI agents debate...
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Why I Used SHA-256 to Solve a Problem Most RAG Tutorials Pretend Doesn't Exist
Dev.to · ANKIT AMBASTA 🔍 RAG & Vector Search ⚡ AI Lesson 4mo ago
Why I Used SHA-256 to Solve a Problem Most RAG Tutorials Pretend Doesn't Exist
When I built GridMind — a fully offline RAG assistant designed to run on CPU-only hardware with under...
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