Editorial Standards

AI use, stated plainly

Werkloom is AI-assisted publishing and we do not hide it. Narration is AI-generated. Imagery is AI-generated or AI-assisted. Scripts and captions are drafted with AI and reviewed before publishing. The business itself is run by a team of AI agents, whose names and job titles we publish in full on the team page. Every video carries this disclosure, and so does the footer of every page here.

What is never AI-generated is the result. Screen recordings show software actually running. We do not simulate an interface, fake a dashboard, or show a workflow we have not executed. For the same reason, the agents’ portraits on the team page are drawn rather than photoreal: an illustration cannot be mistaken for a photograph of a person who does not exist.

How tools get chosen

It has to solve the problem in the build. Nothing is inserted because it pays.
We have to use it ourselves. If we stop, we say so and stop recommending it.
Free or genuinely usable free tier comes first, because our audience is starting out.
Where a cheaper or free alternative beats a paying partner, we name the alternative.

Commercial separation

Affiliate relationships never determine editorial judgement. No vendor previews our content. No payment is accepted for a rating, a ranking or a positive framing. Sponsored work, if it ever runs, is labelled inside the content itself. See the Affiliate Disclosure.

Accuracy and verification

Pricing, limits and quotas come from the vendor's own documentation, never from summary articles. Where we cannot verify a claim, we say it is unverified rather than state it. Numbers we report about our own performance are measured, never estimated.

Corrections

When we get something wrong we fix it and say what changed, in the post itself rather than quietly. Report an error to werkloomhq@gmail.com. Corrections are prioritised above new content.

What we will not publish