Ideas, examples, and implementation thinking for people who want AI to become useful in real work, not just another set of tools to chase.
Nino GiambalvoTesting an AI assistant means running it on real work, spotting friction, and turning what you find into targeted improvements. Here is what to watch for and how to structure the review.
Nino GiambalvoA practical guide to building an AI assistant around one real workflow. Start with a repeated task, define the role, add the right context, and build a first version you can actually use.
Nino GiambalvoAn AI assistant is not a prompt. It is a small system with configuration, instructions, context, and guardrails. This article explains what each part does and where consistency really comes from.
Nino GiambalvoMost professionals produce more repeatable outputs than they realise. This article explains how to identify deliverables and workflows that are ready for structured AI support.