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CAN I VIBECODE

Dezgo?

NOT REALLYA prototype of the interface is possible, but the durable product depends on difficult systems beyond the UI. Build a safer adjacent workflow instead.

BUILD FIRST

  1. A non-sensitive or read-only version of the core experience
  2. A manual review step wherever correctness or trust matters
  3. A narrow companion tool that removes a real piece of work

LEAVE FOR LATER

  1. Regulated decisions, payments, or irreversible actions
  2. Claims of correctness, compliance, or uptime that the MVP cannot support
  3. Sensitive integrations until security, support, and auditability are ready

RESEARCH NOTES

What this tool actually does.

Checked 2026-09-06

Dezgo is a free online AI image/video generator and tools platform. Its flagship features are text-to-image generation powered by Stable Diffusion 1 (SD1) and SDXL Lightning, plus Grok Imagine for text-based image creation. The site also offers image tools: controlled text-to-image (ControlNet), background removal, upscaling (via Real-ESRGAN, currently factor 2), inpainting from text, and edit-image-from-text. An API at dev.dezgo.com provides pay-as-you-go access to text2image, Flux, SDXL Lightning, SDXL, ControlNet, image-to-image, inpainting, editing, upscaling, and background removal, with 100+ models and LoRA support. Pricing examples: $0.0019 for 512x512, $0.0029 for 1024x1024 Flux, $0.0075 for 1024x1024 SDXL. The web app lets users choose models, resolution, guidance strength, upscale factor, and output format.

SOURCES

RESEARCHED BUILD PROMPT

Give this to your coding agent.

Build a replacement web app for the Dezgo AI image workflow: a simple, free-to-use online image generator with a text prompt, model selector (SD1, SDXL Lightning, and optionally Flux), resolution picker, guidance slider (6-10 sweet spot), upscale toggle (2x via Real-ESRGAN), and output format choice (JPEG/PNG/WebP). Include the same image tool set: remove background, smart upscale, text-driven inpainting, text-driven editing, and ControlNet structural image generation. Also expose a minimal REST API mirroring these capabilities with pay-as-you-go-ish metering (mock billing is fine) and support for LoRA uploads. Implement with Next.js frontend, FastAPI backend, a Redis-backed task queue, and GPU workers using Hugging Face diffusers for SD1/SDXL/ControlNet, Real-ESRGAN for upscaling, and rembg for background removal. Store generated images in S3-compatible storage with a PostgreSQL metadata log. Do not copy Dezgo's brand, logo, or exact UI; create original design. Out of scope: video generation, user accounts, real payments, LoRA training, model fine-tuning, and moderation features. Deliver a README covering setup, environment variables, GPU requirements, API endpoints, and known limitations (queue latency, VRAM footprint, cost of hosting, non-commercial model licenses).
Visit the official product page