Field notes
Practical notes on AI automation, internal tools and product work. Written for teams deciding what should stay no-code, what should become software, and what is not worth automating yet.
Antoine Mazurier
AI Consultant, Agency, In-House Engineer, or Implementation Partner? How to Choose
Featured article
A practical decision framework for choosing between an AI consultant, agency, in-house engineer, or implementation partner when you need to move from AI idea to working system.
Guides, decisions and field notes from real automation and product work.
3 articles published
Antoine Mazurier
AI Agent, Workflow Automation, or Custom Internal Tool? A Decision Framework for SMBs
A practical decision framework for SMB operators choosing between an AI agent, workflow automation, a custom internal tool, or fixing the process first.
Antoine Mazurier
n8n vs Custom Automation: When No-Code Stops Being Enough
n8n can help orchestrate a workflow, but the real decision is which parts need reliability, review, data ownership, or a custom internal tool.