Adobe's Generative Fill is convenient until you consider the real costs of a monthly subscription, a credit system that runs out at the worst times, and a cloud pipeline that compresses your artwork before a remote server even sees it. If you've hit that ceiling and started wondering whether you could get the same results without the ongoing bill or the restrictions, you know it feels unfair. Krita is open source and, when paired with the AI Diffusion plugin, runs the same underlying machine learning on your own GPU, processes your pixels without compressing them, and doesn't care what you're generating or how many times you iterate.
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