AI & Automation

AI does not fix weak products. In many cases, it exposes them faster. This section explores the practical use of AI and automation inside real products – not demos, not hype, and not feature theatre. I focus on where AI adds genuine value, where it creates new risks, and how to decide between automation, AI, or doing nothing at all. If you are building or shipping AI features inside SaaS or WordPress products, these articles are meant to help you avoid expensive mistakes and design AI capabilities that users actually trust and adopt.