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Blueprint

Architecture

Architecture

RAG, multi-agent, evaluation harnesses.

architecture··6 min

RAG vs fine-tuning vs both: a decision tree

RAG injects retrieved knowledge at inference time. Fine-tuning bakes it into the weights. Most production systems need some of each, and picking the wrong tool wastes engagement budget. Here's how we triage.