[Feature]: Support Detached Agent Runs (Durable Jobs with Bounded Iterations)

[aviyaeli]

Feature Request

Introduce a first-class “Run / Job” primitive in CUGA:

• Detached execution (run_id)
• Persisted state & checkpoints
• Bounded iteration support (e.g., max 20 loops)
• Status tracking (RUNNING / PAUSED / FAILED / COMPLETED)
• Ability to pause and request user input
• Safe cancellation & expiry

Motivation / Problem

Today, CUGA agents only operate within an active chat session. Users want to run multi-step processes that:

• Execute for several minutes (5–10 min)
• Repeat multiple times (e.g., 10–20 iterations
• Continue running after the UI session end
• Report progress & final results
• Pause to request additional user input if needed
• Terminate safely on their own

This limits real-world automation scenarios and batch-style workflows.

Use Case

See: #26

Proposed Solution

TBD

Alternatives Considered

No response

Priority

Medium - Would be helpful

Implementation Complexity (if known)

Very Complex - Major architectural changes

Additional Context

No response

Checklist

• I have searched existing issues and feature requests to ensure this is not a duplicate
• I have provided a clear use case and motivation for this feature
• I am willing to help test this feature once implemented
• I am interested in contributing to the implementation of this feature