We've been developing a new method of developing software using a cloud IDE (slightly modified vs code server), https://github.com/bitswan-space which breaks down the development process into independent "Automations" which each run in a separate container. Automatons are also developed within containers. This allows you to break down the development into parts and safely experiment with AI. This feels like the "Android moment" where the old non-isolated way of developing software (on desktops) becomes unsafe. And we need to move to a new system with actual security and isolation between processes.

In our system, you can launch a Jupyter server in a container and iterate on software in complete isolation. Or launch a live preview react application and iterate in complete isolation. Securely isolated from the world. Then you deploy directly to another container, which only has access to what you give it access to.

It's still in the early stages. But it's interesting to sit at this tipping point for software development.