[dneil8675]

Those are great points, both session persistence and multi-agent observability are on the roadmap.

Checkpointing conversation state + sandbox filesystem mid-run so agents can resume on failure will be key for operating at scale. And a unified dashboard across all running agents is the goal once the core scheduling and execution layer is solid.

I appreciate the feedback!

[jlongo78]

Glad those are on the radar. One thing that might help with prioritization: checkpoint granularity matters a lot in practice. Saving state at major tool call boundaries rather than just at conversation turns tends to give much better recovery points without bloating storage. Learned that the hard way watching agents redo 20 minutes of work after a single API timeout. The unified dashboard will be huge once you get there.

[jlongo78]

Great to hear! Good luck with the project. Wish you well!

[dneil8675]

Thank you! Again appreciate all of the feedback!