A directory that shows its work.

The launch covers four benches: vibe coding, AI agents, game dev, and the tools used to ship and grow a product. Forty-two tools are in the first list. Every score says pending, because a number we did not earn would be a fiction.

Listings live in JSON files in this repository so a change is a commit a person can read. The schema refuses a tested score that does not match the rubric. The homepage's coverage set is alphabetical and labeled as such. It is the set of tools people ask about, not a secret ranking.

A person reviews changes to the ranking method before they go live. Adding a tool, correcting a price, or logging a release does not require that review. Changing a weight does.

The business is around the list, not inside it: labeled affiliates, a newsletter, featured badges, and a fee to be tested sooner. Details are on Advertise and Disclosure.