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Vortmage Documentation

Comprehensive guide, architecture contracts, and workflows for deterministic image generation.

Introduction to Vortmage

Deterministic generative workflows designed for visual directors, 3D artists, and creators.

Traditional AI generators treat image synthesis as a slot machine: one prompt rolls the dice on composition, lighting, style, and identity all at once. If you change one word, the entire scene falls apart.

Vortmage transforms diffusion into a deterministic, multi-pass workflow. You isolate and lock composition grids, surface materials, lighting vectors, and character identities across multiple generation slots independently.

Modular Generation Slots

Isolate scene parameters into distinct node slots without affecting locked layers.

Deterministic Consistency

Lock seeds, prompt embeddings, and reference vectors for frame-by-frame predictability.

Direct Cloud Export

Sync generated lossless PNGs and depth maps directly to your Cloudflare R2 / S3 vault.