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Foundation concepts for engineers new to AI image pipelines. Start here if you're figuring out ComfyUI, Flux, or GPU infrastructure for the first time.
Per-call, per-second, and per-hour GPU pricing explained - how to model AI inference cost before you ship, including cold starts and hidden costs.
How text-to-image APIs work, the main access models, key parameters, cold starts, and how to choose your first image generation API for production.
Everything you need to install ComfyUI, download the right Flux model variant for your GPU, and run your first image generation workflow. Real numbers, no hype.
Flux and Stable Diffusion: architecture, license, VRAM, and cost differences for developers choosing between them in production.
Managed APIs vs self-hosted GPU for image generation: real cost trade-offs, cold start data, and the decision framework for your project.