Task admission
AI proposes an action. Software checks whether it can run with the available materials, constraints and resources.
Distributed execution
Registered compute nodes receive bounded tasks. The architecture supports adding resources through a shared registry.
Memory and provenance
History connects the request, sources, decisions and accepted version. It helps explain errors and resume work with context.
Recovery without replay
After interruption, the system reconciles saved results and unfinished operations to continue from the appropriate stage.