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📰 Dev.to · Zeeshan Ghazanfar

5 articles · Updated every 3 hours · View all reads

All Articles 119,236Blog Posts 126,530Tech Tutorials 30,575Research Papers 23,724News 17,332 ⚡ AI Lessons
What Actually Helped Our Talk-to-DB Agent Stop Relearning the Same SQL
Dev.to · Zeeshan Ghazanfar 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
What Actually Helped Our Talk-to-DB Agent Stop Relearning the Same SQL
Natural language to SQL gets expensive when the agent keeps solving the same problem from...
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Why PDF-Style RAG Fails on Structured Enterprise Data
Dev.to · Zeeshan Ghazanfar 1mo ago
Why PDF-Style RAG Fails on Structured Enterprise Data
Most teams try to use document RAG patterns on structured enterprise data. That usually breaks. PDF...
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RAG patterns that work for structured data vs ones that fail
Dev.to · Zeeshan Ghazanfar 🔍 RAG & Vector Search ⚡ AI Lesson 2mo ago
RAG patterns that work for structured data vs ones that fail
Most RAG failures in enterprise systems do not come from the embedding model. They come from using...
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GPT-4 launched at $30 per million tokens. Sixteen months later, the same class of output costs ~15 cents. Roughly a 200x drop.
Dev.to · Zeeshan Ghazanfar 🧠 Large Language Models ⚡ AI Lesson 2mo ago
GPT-4 launched at $30 per million tokens. Sixteen months later, the same class of output costs ~15 cents. Roughly a 200x drop.
Most people stop the analysis there. We didn’t. At BrainPack, we run agents in production...
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We measured 72% 91% accuracy on Text-to-SQL over a 600-table ERP - what actually fixed it
Dev.to · Zeeshan Ghazanfar 2mo ago
We measured 72% 91% accuracy on Text-to-SQL over a 600-table ERP - what actually fixed it
We measured 72% → 91% accuracy on Text-to-SQL over a 600-table ERP - what actually fixed it We...
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