From reactive to proactive: How NAIC embedded AI‑powered observability directly into the IDE

By integrating Dynatrace observability data directly into AWS’s Kiro AI-powered IDE, NAIC has eliminated the productivity loss caused by context switching between development and monitoring tools. This integration allows developers to perform complex root-cause analysis in minutes rather than hours and automate entire incident response workflows. Ultimately, this shift enables engineering teams to move from reactive troubleshooting to proactive issue prevention within their existing development environment.