Photos and Bios · 8 min read

Don’t rebuild the grid. Change this one slot.

A practical two-lane method for ranking photos precisely—or estimating the rest of the grid quickly without rebuilding every slot.

Lane 1 — the lead

Swap only slot 1. Give it 5–7 days. If keepPhotoOne was false, nothing else matters until this passes the 100ms test.

Lane 2 — the rest

Keep / reorder / drop the remaining frames. One social-proof shot, one ordinary Tuesday, no three-of-the-same-proof.

FAQ

Should I change everything tonight?

No. Change one thing or you cannot tell what moved.

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