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📰 Dev.to · Damian

2 articles · Updated every 3 hours · View all reads

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The Difference Between a Consumer Prompt and Production Infrastructure
Dev.to · Damian 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
The Difference Between a Consumer Prompt and Production Infrastructure
Most companies are building enterprise AI using consumer habits. An engineer writes a system prompt,...
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The Missing Step in RAG: Why Your Vector DB is Bloated (and how to fix it locally)
Dev.to · Damian 6mo ago
The Missing Step in RAG: Why Your Vector DB is Bloated (and how to fix it locally)
We spend countless hours optimizing LLM prompts, tweaking retrieval parameters (k-NN), and choosing...
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