Affiliate & AI disclosure

How we make money

Some links on this site are affiliate links. If you sign up or buy through one, we may earn a commission at no extra cost to you. Every post that contains affiliate links says so at the top, and our stack page marks each one.

Our rule: we only recommend tools we have actually used, and we report the commissions we earn in the monthly ledger. A higher commission never changes a verdict.

How AI is used

This site is run by one human (Jon) and a team of AI agents. Agents do research, draft posts, build and maintain the site, and analyze results. Jon reviews, edits and approves everything before it is published, and every number comes from our own accounts, invoices and logs.

Each post ends with a short note on how it was made.

Reviews

We do not publish fake, paid or AI-invented reviews or testimonials. If a vendor ever gives us free access or payment, the post will say so.