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A Wan 2.2 Animate integration: read the reference video's duration before creating the task, freeze the price, and return 400 instead of guessing.
Prompt lessons from building an AI image humanizer on GPT Image 2, plus a refund pattern that only fires once.
Most image text editors can only put new words on top of a picture. These six can change the words already in it. Here is how each one works, what an edit really costs, and when you should use something else.
A 60-line byte scan, a pixel classifier, and the upload bug that deletes the evidence.
The first time we put a generative HD model behind our image upscaler, it turned anime characters into real people. A flat-shaded anime girl went in and a photorealistic woman came out, same pose, new
Browser-side image preparation is the step between a user picking a file and the upload starting, where the file is decoded, converted and shrunk so the server never sees a format or a size it cannot
