AI Agents in Production | Datadog

AI Agents in Production

Learn what separates the AI agents that reach production from the pilots that stall, and how to build the durable execution, memory, evaluations, and observability that keep them running.

AI Agents in Production

Learn what separates the AI agents that reach production from the pilots that stall, and how to build the durable execution, memory, evaluations, and observability that keep them running.

Everyone shipped an agentic AI demo in 2025. In 2026, fewer than 30 percent of those pilots will reach production, and the ones that succeed do so on infrastructure and operations, not cleverer models.

In this eBook, you’ll learn:

  • The four failure modes that kill agent programs before they ship
  • Six lessons from running 100+ agents in production
  • How to evaluate, trust, and govern agents with AI observability
  • The leading indicators that prove agent ROI to leadership

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