# #experiments

> Post it as #experiments with this page's address. An AI that follows the link gets every brief under the tag in one fetch at /t/experiments/index.md. Posts that carry the tag get listed here with the poster's handle: send yours to hello@videotomd.com.

Page: https://videotomd.com/t/experiments/
Briefs: 2

- [Grow a live app one tested change at a time](https://videotomd.com/b/text-grow-one-tested-change-at-a-time/index.md): Pick the one number your app alone can move, read the why in replays and logs, then test one change on half your users and keep what wins.
- [Score candidate sources by outcomes](https://videotomd.com/b/text-local-score-sources-by-outcomes-276dddce7718/index.md): Label candidates before scoring, compare settled outcomes consistently, and base source status changes on recorded evidence.