Blog

Guides, and notes from the workshop

Practical guides for organizing, digitizing, and backing up a family photo archive — plus how All Our Years actually works under the hood, written in public by the person building it.

Best photo archiving app for families

Apple Photos, Google Photos, and All Our Years, compared on what actually matters for a family archive spanning decades and multiple contributors: does it touch your originals, is it a subscription, and what happens if you walk away from it.

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Your folder names were the training data

Twelve years of hand-named event folders turned out to be a labeled dataset. How the family's own naming habit became the ground truth an event-clustering pass was tuned against — and the three quiet wrinkles (camera clocks, digitized tapes, and where "home" is) that would have corrupted it otherwise.

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Finding the same face across twenty years

Face embeddings drift as children grow, so one global clustering pass can't hold a newborn and a ten-year-old at once. Half-year windows, a union-find chain across the gaps, a purity gate that cut clusters in half, and the honest limit where siblings get flagged for a human instead of auto-merged.

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The archive stays where it is

Read-only by construction, an index on the internal disk, and a WAL journal that survived two literal power cuts with zero data loss. Why "runs locally" is a much bigger architectural commitment than it sounds, and what it costs to keep a full study invisible on a base Mac.

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