Inference routing groundwork and profile rewards

What changed

• Assessment, classroom, student practice, text, and judging AI routes gained groundwork for managed cloud inference chains, staged behind a flag that is not yet enabled.
• Profile locker rewards, assessment workflow evidence strips, and privacy accuracy fixes improved the public product contract.
• The judge pipeline gained cost reporting, broader negative-solution runs, and production-faithful test execution.