Dumble

The tool acts as an autonomous AI operator that takes a high‑level description of a web or application project and generates the full codebase, design, and deployment without requiring the user to write code. It supports creation of brochure sites, e‑commerce stores with Stripe, dashboards, and landing pages, handling file generation, visual validation via screenshots, error correction, and one‑click publishing to a VPS, PHP host, or Netlify.

In addition to site building, it offers a document‑focused mode that can translate, summarize, and classify various file types such as resumes, contracts, invoices, and reports, producing ready‑to‑use deliverables. Users can also interact in a classic conversational mode to request modifications or bug fixes, with the system maintaining permanent memory of past interactions and habits.

An API mode exposes advanced model capabilities, including deep reasoning, integrated Git operations, web search, and image analysis, while keeping all data and API keys local for privacy. Voice input is supported, and an integrated code editor provides autocomplete. The service includes free hosting, domain configuration, and automated deployment for completed projects.