ambient-code/platform ? reverse-engineered prompt

Build me the Ambient Code Platform, a Kubernetes based app for managing AI agent sessions and team style collaboration.

I want a web app where someone can create a session, choose what kind of work they want done, and then watch the progress in real time while the AI runs in the background. The app should connect to GitHub and GitLab, support multiple agents working together, and show clear status updates and results as the job moves along. It should have a clean modern dashboard for users, a Go backend for the API, and the Kubernetes pieces needed to create and monitor the jobs safely.

Please make it easy to run locally with Kind, and set it up so the main parts, the frontend, backend, operator, runner, and public API, all work together. If you need to, look up the current docs online and match the project’s existing style and docs.