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Notes from production

Ideas worth
automating.

Practical writing on AI agents, retrieval, automation, and getting found by AI search — from systems we actually run.

Topics AI Agents RAG AI Search Automation

In the works

What we're writing next.

Each one comes out of a system we've actually shipped.

AI Agents Planned

One agent or many? How to choose an architecture

When a single assistant is enough — and when you need specialists that delegate.

RAG Planned

Why most RAG systems fail in production

Chunking, retrieval quality, and evaluation — the parts that decide whether it works.

AI Search Planned

Getting your business cited by ChatGPT and Gemini

Structured data, entities, and the signals that make an LLM recommend you.

AI Agents Planned

The first job you should give an AI agent

Not the hardest job. Not the most impressive one. The one with the clearest rules.

AI Search Planned

What is AEO, and why your customers already use it

People ask ChatGPT who to hire. Here is how businesses end up in the answer.

Automation Planned

Five signs a task is ready to automate

A simple checklist to find the hours hiding in your team's week.

Want a topic
covered?

Tell us what you're trying to figure out. If it's a question we've had to solve, we'll write it up — and answer you directly in the meantime.

Or email hello@ameoweb.com