Felix Umland tests threeEvaluation measures how well an AI system performs against defined tasks, criteria and failure conditions using repeatable evidence. AI-assisted Rust applicationsCode generation uses AI or another automated system to create source code from instructions, examples, schemas, or higher-level specifications. presented as clean-room alternatives to Adobe tools. PhotoCraft opens layered PSD files and supports masking, while LightCraft imports camera files and Lightroom presets but shows differences in decoding and previews.
The review identifies unsupported RAW variants, imperfect automatic masks and unfinished film-grain rendering. FilmCraft plays several video formats and exposes proxies and keyframes, but stuttering and editing friction make it the least polished of the three tested applications.
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