
AI Scaling Hits an Operational Wall. Here's What Product Teams Should Learn From It.
Datadog's State of AI Engineering 2026 reveals 5% of AI requests fail in production, with capacity limits causing 60% of failures. The lesson for product teams: operational complexity kills scale. Here's how to avoid the same trap with customer insights.















