Describe your stack in plain language. An LLM with browser access can use CTK to create services, networks, and volumes, arrange the architecture, review the generated manifests, and iterate on improvements. You can inspect and edit the same project at any point, without wiring every component by hand. Agents interact through the browser, or direct MCP, and can use their own Docker and Kubernetes tooling to validate the output. ## Local setup and development The frontend builder runs without Docker or the backend. Docker and Docker Compose are needed for the backend stack; the Makefile provides optional convenience commands. To run the visual manifest builder locally: ```shell cd services/frontend npm ci npm run dev ``` ## License [MIT](LICENSE) © 2026 CTK contributors.