Splitting AI Workflows Between Local and Cloud

ComfyUI now integrates paid cloud nodes alongside local processing, creating hybrid pipelines that mix internal control with remote compute. Examining an architectural rendering workflow highlights how teams can use local ControlNet passes to lock down critical structural geometry before sending approved stills to hosted video services like Kling or Veo. The discussion weighs the financial math of per-clip API fees versus purchasing dedicated graphics hardware, along with the operational boundaries of data confidentiality and model drift across mixed execution graphs. Key sources: • ComfyUI official docs, Partner Nodes overview — https://docs.comfy.org/tutorials/api-nodes/overview • ComfyUI official Partner Node pricing table — https://docs.comfy.org/tutorials/api-nodes/pricing • Comfy API product page — https://comfy.org/platform/comfy-api/ Episode 6348 — myweirdprompts.com/n/6348 (permanent short link: myweirdprompts.com/337872)