Programmatic automation layer for ComfyUI delivering reproducible workflows and scalable batch generation
Generative image workflows are often fragile, manual, and difficult to scale. This project provides a programmatic automation layer over ComfyUI, delivering reproducible workflows, batch generation, and LoRA management that turns a UI-driven system into a scalable production pipeline.
By automating ComfyUI with programmatic controls, we transform creative image generation from a manual, time-intensive process into a scalable production system. Marketing teams, creative agencies, and content factories can generate consistent, high-quality assets at scale without sacrificing creative control or quality.
Save and replay exact generation workflows for consistent results every time
Generate hundreds or thousands of branded assets with a single command
Programmatic workflow generation eliminates manual UI interaction bottlenecks
Automated model and LoRA handling for consistent style application
Programmatic control layer for ComfyUI with status checks, prompt queueing, and workflow orchestration.
Config-driven workflow generator with customizable model, sampler, and LoRA settings for consistent output.
Automated handling of Flux models, VAE, CLIP assets, and LoRA downloads with version control.
Campaign-ready batch generation for branded content and multi-variant asset production at scale.
Complete service lifecycle management with startup, shutdown, and health check automation.
Saved workflow JSON artifacts enable reproducibility and version-controlled generation templates.
Complete automation system in src/core/ with ComfyUI and Flux handlers demonstrating production maturity.
Declarative configuration in configs/config.yaml enables reproducible workflows without code changes.
Comprehensive operational scripts in scripts/ for service control and LoRA management.
Saved workflow JSONs in workflows/ directory enable exact reproduction of generation results.
Marketing and creative teams generating scalable, on-brand assets for campaigns without manual intervention.
Creative agencies producing batch creative output at consistent quality for multiple client campaigns.
Internal tooling for AI-assisted content factories requiring high-volume, consistent asset generation.
Organizations maintaining brand consistency across large-scale visual asset production.
API-first design eliminates manual UI interaction, enabling true automation and integration with existing workflows.
Saved workflow artifacts ensure exact reproduction of results, critical for brand consistency and quality control.
Built-in support for Flux variants, LoRA, and multiple model configurations without manual setup.
Discover how our ComfyUI automation can transform your manual image generation process into a scalable production pipeline with reproducible results.