How autonomous is the work?
You provide the outcome, context, and constraints. ESHLON determines the intermediate steps and is designed to continue through long tasks without constant supervision. You can follow progress, inspect the work, and steer the assignment as it develops.
What happens when something fails?
ESHLON includes an inspection and repair loop. It investigates failures, adjusts the plan, repairs the environment or output where possible, and validates again. Development testing has included missing runtimes, deleted dependencies, and interrupted services.
How does Agent Swarm work?
The orchestrator assigns focused tasks to independent workers and coordinates them in waves. The current architecture supports plans of roughly 300 workers with up to about 8 executing concurrently. Workers can use isolated workspace copies, with guarded integration of their changes. The example on this page shows four workers.
Are the website examples live AI sessions?
These are interactive product demonstrations with sample assignments and saved artifacts. You can inspect workers, explore code, browse slides, and open finished work. Prompts entered here are not sent to a live AI. The Windows installer will be available from the download page when released.