Failure has an exit
One bad decision. One clean return to the useful version.
The agent saves a working state, makes one confident mistake, and meets the amber X. Backup Network does not hold a meeting. It follows the white return path, restores the last useful state, and lets the agent try again with slightly less confidence. Failure is kept brief, local, and reversible.
Every job begins with a checkpoint. If the next action breaks the result, the route bends backward instead of inventing excuses. The last working state becomes the new starting line.
Saved locally. Returned calmly.