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📰 Dev.to · Jamie Thompson

4 articles · Updated every 3 hours · View all reads

All Articles 113,061 Blog Posts 122,583 Tech Tutorials 28,863 Research Papers 23,284 News 16,814 ⚡ AI Lessons

Vector Databases Explained: A Builder's Guide

Dev.to · Jamie Thompson ⚡ AI Lesson 3mo ago

Vector Databases Explained: A Builder's Guide

A practical comparison of Pinecone, Qdrant, pgvector, and Weaviate from someone who has built production RAG systems. Tradeoffs, performance characteristics, an

The Gold Is in the Basement: Why Your AI Strategy Should Start With the Data You Already Have

Dev.to · Jamie Thompson 📐 ML Fundamentals ⚡ AI Lesson 3mo ago

The Gold Is in the Basement: Why Your AI Strategy Should Start With the Data You Already Have

Most organizations chasing AI transformation look in the wrong direction. The highest-value data is buried in systems you have been running for years. Here is h

Multi-LLM Orchestration in Production: Lessons from Running 16+ Models

Dev.to · Jamie Thompson 📰 AI News & Updates 3mo ago

Multi-LLM Orchestration in Production: Lessons from Running 16+ Models

Practical architectural lessons from running OpenAI, Anthropic, Google, Groq, xAI, and more in a single production platform. Routing strategies, cost optimizati

What Is RAG? A Practitioner's Guide to Retrieval-Augmented Generation

Dev.to · Jamie Thompson 🔍 RAG & Vector Search ⚡ AI Lesson 3mo ago

What Is RAG? A Practitioner's Guide to Retrieval-Augmented Generation

A practical guide to RAG from someone who has deployed it in production for government and enterprise clients. Covers architecture, vector databases, chunking s