
AI slop is a judgement problem, not a tool problem
The tool did not make it look cheap. Skipping the taste gate did. My actual process from wireframe to finished site, prompts included, plus one output I rejected.
From the terrain
Raw notes from more than a decade in the digital landscape. What works, what does not, and what I am testing next. No fluff, no recycled advice.

The tool did not make it look cheap. Skipping the taste gate did. My actual process from wireframe to finished site, prompts included, plus one output I rejected.

AI did not take a job off my week. It took the waiting off. An honest ledger of what moved, what did not, and how I decide what to hand over.

One property I own lost half its Google impressions in a year and the clicks did not move. The real numbers, the queries that vanished, and what I changed because of it.

My honest AI tool history from ChatGPT to Claude Code, why nothing got deprecated, and the guard rails that keep judgement human.

How the Musang King Channel grew past 300,000 subscribers with no ad spend: a bet on quality over pranks, real storytelling, and the discipline behind it.

How OpenMinds grew from two tables in a shared SS15 office and an RM1,500 chocolate client into a Malaysian digital group, and what the journey taught me.

More than a decade leading creative, digital and technology teams: why alignment beats the org chart, how mentoring grows from the work, and holding the standard.

Forget “Marketing Mary”. A four-step, evidence-first persona process, with AI doing the research and your judgement doing the selling.

A five-step playbook for teams of one to five: which tasks to hand to AI, which to protect, and how to measure whether it’s working.

No AI-guru hype. A plain account of where AI earns its keep in a real consulting week, and where it stays out.