... idea we re exploring now is AI-assisted incident recovery : Instead of jumping between CloudWatch, kubectl, CI/CD logs, and Slack during an incident, you ask the AI: Production API latency is high. What changed and what s the safest way to fix it? Behind the scenes: The AI gets real metrics, logs, and recent change history It does not execute anything on its own It proposes safe