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LLM
Field notes from our engineers on AI, product engineering, cloud, data and the craft of delivering software that lasts.
Articles
2 articles
AI & ML
RAG vs Fine-Tuning: Which AI Approach Is Right for Your Business?
A practical way to choose between retrieval-augmented generation and fine-tuning: separate knowledge gaps from behavior gaps, compare costs and risks, and see which approach fits common business scenarios.
AI & ML
How to Build a Production-Ready RAG System: A Practical Guide
Retrieval-augmented generation looks easy in a demo and hard in production. Here's the architecture, the trade-offs and the checklist we use to build RAG that customers actually rely…