Building a Cross-Platform AI State Layer (Contorium)

Most AI developer tools today share one limitation:

They are stateless across platforms.

You can have:

• Cursor context
• Claude conversation history
• CLI agent state

…but none of them are connected.

So when you switch tools:

• context is lost
• reasoning resets
• workflows break

Contorium’s approach

We introduce a shared AI state layer that acts as an abstraction above tools.

Instead of binding memory to a single tool, we decouple it:

• State is externalized
• Tools become “views” of the same working context
• AI agents can resume work across environments

Why this matters

This changes how we think about AI development workflows:

Before:

Tool = context boundary

Now:

State = persistent layer, tools = interfaces

Impact

• Multi-tool AI workflows become seamless
• Agent continuity improves significantly
• Developers no longer re-orient AI across environments

This is early infrastructure thinking — not a feature.

We’re essentially building a “context OS” for AI tools.

More info:https://www.contorium.dev/ https://github.com/ContoriumLabs/contorium