Headless agentic image gen with n8n + llama-swap: where the pipeline hits its limits

WhiskeyBatman · reddit · 2026-10-20

WhiskeyBatman details his Discord bot that manages game servers in-character: n8n on a separate server orchestrates calls to a headless inference machine running llama-swap, which starts/stops llama or vllm as needed plus Stable Diffusion. Image calls use flux.2 klein 9b with reference images — an LLM writes descriptions of changes relative to the reference, so prompts stay minimal.

Upgrading is proving hard: the SD stack can't do KREA2 identity edit with reference images as latents (always falls back to vision, even with LoRA), and Comfy UI over HTTP/MCP works but feels too heavy and too "local first." He's asking what other agentic image-gen pipelines people are running.

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