media-gen

AI media generation via Fal.ai: images, video, upscale, edits. Produces Instagram ad creative using a dual-model pipeline — runs Nano Banana Pro Edit AND Ideogram v4 Image-to-Image side-by-side for every concept, giving the user two takes per brief at negligible cost (~$0.28/concept). Always uses image-to-image when a reference image is provided, preserving product identity. Crafts photography-grade prompts using camera/lens/lighting terminology. Sends 1 image per message (Telegram delivery limitation). Use whenever the user says "generate an image", "create a photo", "make a video", "upscale this", "turn this into a video".