Dynatrace – DevOps Category

Five Real-World Lessons for Building Developer Workflows in the Agentic Era

Enterprises are rapidly embedding AI agents into developer and operations workflows, using real‑time telemetry to give those agents live context. Lessons from Dynatrace Perform 2026 show that integrating agents via the Managed Cloud Platform (MCP) into IDEs, Slack and automation tools dramatically improves incident response speed. Standardizing observability data and enriching it with domain knowledge lifts AI success rates from roughly 60% to 95%. Finally, treating the AI stack as a production service—monitoring, governing and closing the insight‑to‑action loop—turns experimental bots into reliable productivity partners.