# AI-driven software delivery with Kiro, AWS DevOps Agent and Bluebox by Dynatrace

DevFeed: [AI-driven software delivery with Kiro, AWS DevOps Agent and Bluebox by Dynatrace](<https://devfeed.tech/articles/ai-driven-software-delivery-with-kiro-aws-devops-agent-and-bluebox-by-dynatrace-49928.md>)

Original publisher: [Read original article](<https://aws.amazon.com/blogs/devops/ai-driven-software-delivery-with-kiro-aws-devops-agent-and-bluebox-by-dynatrace/>)

Author: Philipp Ushiromiya

Published: 2026-08-26T12:59:33Z

Content type: article

Language: en

Sources: [AWS DevOps & Developer Productivity Blog](<https://devfeed.tech/sources/aws-devops-developer-productivity-blog.md>)

Topics: [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [Kiro](<https://devfeed.tech/topics/kiro.md>), [DevOps](<https://devfeed.tech/topics/devops.md>), [telemetry](<https://devfeed.tech/topics/telemetry.md>), [agentic-coding](<https://devfeed.tech/topics/agentic-coding.md>), [dynatrace](<https://devfeed.tech/topics/dynatrace.md>), [CI/CD](<https://devfeed.tech/topics/cicd.md>), [release engineering](<https://devfeed.tech/topics/release-engineering.md>), [incident](<https://devfeed.tech/topics/incident.md>), [human review](<https://devfeed.tech/topics/human-review.md>), [Pull Request](<https://devfeed.tech/topics/pull-request.md>), [Requirements](<https://devfeed.tech/topics/requirements.md>)

Tags: [agentic](<https://devfeed.tech/tags/agentic.md>), [ai](<https://devfeed.tech/tags/ai.md>), [ai-ml](<https://devfeed.tech/tags/ai-ml.md>), [artificial-intelligence](<https://devfeed.tech/tags/artificial-intelligence.md>), [automation](<https://devfeed.tech/tags/automation.md>), [ci-cd](<https://devfeed.tech/tags/ci-cd.md>), [deployment](<https://devfeed.tech/tags/deployment.md>), [devops](<https://devfeed.tech/tags/devops.md>), [devops-agent](<https://devfeed.tech/tags/devops-agent.md>), [dynatrace](<https://devfeed.tech/tags/dynatrace.md>), [human-review](<https://devfeed.tech/tags/human-review.md>), [incident](<https://devfeed.tech/tags/incident.md>), [kiro](<https://devfeed.tech/tags/kiro.md>), [observability](<https://devfeed.tech/tags/observability.md>), [partner-solutions](<https://devfeed.tech/tags/partner-solutions.md>), [pull-requests](<https://devfeed.tech/tags/pull-requests.md>), [technical-how-to](<https://devfeed.tech/tags/technical-how-to.md>)

## AI overview

This post describes an AI-driven software delivery workflow combining Kiro, AWS DevOps Agent, and Bluebox by Dynatrace. Kiro turns feature intent into specifications, code, and pull requests; AWS DevOps Agent investigates incidents and recommends mitigations; and Bluebox provides production topology, dependency, traffic, and observability data. The workflow retains human review and existing CI/CD controls.

## Source excerpt

This post was co-written with Michael Stephan, Senior Principal Product Manager, and Christian Kreuzberger, Principal Software Engineer, at Dynatrace. AI-driven software delivery changes how code gets written, but not what production demands of it. A generated change still has to fit the traffic your service receives, the dependencies it calls, and the capacity limits it [...]