I stopped selling WordPress sites. Here's what I build instead.
A five-day outage, an AI that can't click, and the honest trade-off for my clients.
The Newsletter
What I build, what breaks, and the real numbers behind running a small agency on AI — sent only when I have something worth sending.
I run a digital marketing agency, multiple media sites, two SaaS and two e-commerce brands out of Kota Kinabalu, mostly on my own. This is the log. No hustle porn, no $10M dreams, no highlight reel. Every letter is one long read covering three things.
What I build
The real systems: the rulebooks, checklists and logs that make AI useful in an actual business.
What breaks
The mistakes, mine and the AI's, and the rule that came out of each one.
The real numbers
What it costs, what it saves, and what it has not fixed yet.
Written from real work, not theory. When something did not work, that is the letter.
A five-day outage, an AI that can't click, and the honest trade-off for my clients.
Eleven months, real costs, real mistakes.. and the one job AI still can't do.
I've logged 1,685 AI lessons since April. Here's how a plain text file turns them into rules.
Curious who I am and what I do? Click a model — it'll tell you, in its own words.