Failure clusters

Where a live AI product is failing: failing chats grouped by topic, each with the share failing now against before, the topics that got worse most first. A topic opens to failing chats with the judge's reason, and becomes an eval set in one press. failureClusters folds judged chats that an AI SDK call has given a topic.