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* ui: bake jpeg exif orientation into uploaded images stb_image in mtmd ignores exif metadata, so rotated smartphone photos reach the model with raw pixel orientation. The webui now reads the exif orientation tag at send time and feeds it into the existing capImageDataURLSize canvas pass: the browser applies the rotation when decoding, so capped images come out upright for free, and images under the cap threshold get a single plain redraw when orientation > 1. At most one re-encode ever happens per image. Upright jpegs with capping disabled pass through untouched, bit perfect. Adds jpeg-orientation.ts with a minimal exif parser working on a bounded base64 prefix (both endianness, returns 1 on any malformed input) and unit tests against handcrafted jpeg byte streams. * ui: move jpeg exif constants into lib/constants * ui: add browser test for jpeg orientation and capping Covers capImageDataURLSize end to end in chromium with real Pillow generated jpeg fixtures across exif orientations 1/3/5/6/8: upright quadrant colors checked pixel-wise, expected dimensions with and without capping, no orientation tag left in the output, and strict passthrough when nothing needs rewriting.