V1 manual validation

Welcome back, SherKhanCodes

Start by turning one real shipped update into a draft, then manually post and track what happens.

Web app first
Empty

Drafts created

0

Generate the first build-update draft next.

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Posts tracked

0

Manual X metrics will unlock the learning loop.

Learning

Best topic

No signal yet

Topics appear after tracked posts have metrics.

Ready

Next recommendation

Add a build update

BuilderLoop needs one shipped change to suggest a post.

No builder loop data yet

Create the first build update, save a draft, post manually on X, then add metrics to unlock recommendations.