Kata

iOS

Problem it solved

Editing every photo by hand to match my own style took too long.

An on-device engine that learns my edits from Apple Photos and applies my style to new photos.

AI workflow

  • Idea vetted by an sc-council pass before any code
  • Kill-line experiments run and logged as ADRs
  • Build plan, risks and deploy gates drafted with Claude

Features

  • Learns from original and edited pairs
  • Non-destructive, revertible
  • One tap a day
  • Nothing leaves the phone

Software

  • Swift
  • Core ML
  • PhotoKit
  • Core Image