Signals automatically detects failure patterns in your AI agents that are invisible to evals and manual searches. It proactively analyzes 100% of your production traces to surface unknown unknowns—security leaks, policy drift, and cascading failures you didn't know to look for. Unlike chat-with-logs features, Signals builds institutional memory across runs, getting smarter over time as it learns what matters in your system.