How we write

Every article here is written for one reader: a business owner or operator deciding whether an AI tool or method is worth their time. This is how each one gets made.

What we write about

The tools and systems Keith Loh runs his own business on, mostly Claude, Claude Code and AI agents, plus websites, marketing and getting found on Google.

Topics come from real searches and from what we built or tested that week.

What "I" means

Articles are written in Keith's voice. When an article says I used, built or tested something, Keith did. When we haven't used a tool ourselves, the article says so and sticks to what its makers publish, with the date we checked.

How facts are checked

Prices, plan limits, version numbers and dates are checked against the maker's own page on the day we write, and linked so you can check them too. Before an article goes live it passes a checklist: facts against their sources, every link, and our style rules.

Where AI comes in

We use AI tools, Claude among them, to help research and draft, the same way we show businesses how to use them. A person decides what goes out: Keith reads and approves every article before it is published.

Updates

AI tools change fast. When a price, feature or step changes, we update the article and show the new date under the title. We never change the date without changing the article.

Money

Nobody pays to appear in an article, and no payment changes what we say about a tool. If we ever publish something paid for, it will say Sponsored at the top. When an article uses a referral link, the sentence with the link says so.

Spotted a mistake?

Email hello@scalr.sg with the article's link and what's wrong. We check it, fix it if we got it wrong, and update the date.