AI Engineering

A decision flowchart: if the steps are fixed and predictable, use workflow automation; if it is mostly looking up answers, use RAG; otherwise use an AI agent

Do you need an AI agent, or just automation?

NeuralAI / June 16, 2026

“Agent” became the word of the year, and now every project wants one. Half the time, the task in front […]

A production-ready RAG pipeline: documents are chunked, embedded, and stored in a vector database, then retrieved and passed to an LLM, with an evaluation, guardrails, cost, and monitoring layer underneath

Why your RAG demo isn’t production ready (and the six things that fix it)

NeuralAI / June 9, 2026

Building a retrieval demo makes for a good weekend. You pick an embedding model, push your documents into a vector