--- title: "From reactive to proactive: How NAIC embedded AI‑powered observability directly into the IDE" url: https://daily.dev/posts/from-reactive-to-proactive-how-naic-embedded-ai-powered-observability-directly-into-the-ide-pxhfnpval source_url: https://www.dynatrace.com/news/blog/how-naic-embedded-ai-powered-observability-directly-into-the-ide type: article source: "Dynatrace" published: 2026-06-12T18:06:10.427Z updated: 2026-06-12T18:07:20.673Z tags: ["devops", "observability", "ai-assisted-development"] reading_time: 6 upvotes: 0 comments: 0 language: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # From reactive to proactive: How NAIC embedded AI‑powered observability directly into the IDE **[Dynatrace](https://daily.dev/sources/dynatrace)** · 6 min read · 0 upvotes · 0 comments ## Summary NAIC's Performance Engineer Michael Kobush describes how embedding Dynatrace observability into the Kiro AI-powered IDE reduced incident investigation time from 45–60 minutes to under two minutes. By installing the Dynatrace power for Kiro, developers can query production telemetry, get root-cause analyses, and receive remediation recommendations without leaving their IDE. NAIC also automated incident documentation using Kiro's steering files and integrated Targetprocess via MCP to auto-populate tickets. Additionally, Kiro analyzed historical logs to build proactive alerting profiles that warn engineers before process crashes occur, shifting the team from reactive to proactive operations. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Similar posts on daily.dev - [Dynatrace observability is now a Kiro power](https://daily.dev/posts/dynatrace-observability-is-now-a-kiro-power-pgsmpaujb) · Dynatrace · 0 upvotes · 0 comments - [Smarter cloud security with Dynatrace and Kiro CLI](https://daily.dev/posts/smarter-cloud-security-with-dynatrace-and-kiro-cli-fy1hahzat) · Dynatrace · 0 upvotes · 0 comments - [Real-time insights: Leverage Dynatrace observability capabilities within Amazon Kiro](https://daily.dev/posts/real-time-insights-leverage-dynatrace-observability-capabilities-within-amazon-kiro-lhqtj7nbm) · Dynatrace · 0 upvotes · 0 comments --- Tags: [#devops](https://daily.dev/tags/devops), [#observability](https://daily.dev/tags/observability), [#ai-assisted-development](https://daily.dev/tags/ai-assisted-development) [View this post on daily.dev](https://daily.dev/posts/from-reactive-to-proactive-how-naic-embedded-ai-powered-observability-directly-into-the-ide-pxhfnpval)