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

This article demonstrates how Kiro, AWS DevOps Agent, and Bluebox by Dynatrace integrate to create production-aware AI-driven software delivery.

• Kiro retrieves runtime context from Bluebox before generating code, ensuring changes align with actual production conditions
• AWS DevOps Agent reviews code for dependency impacts and production readiness, running autonomous tests in isolated environments
• Bluebox detects production anomalies and triggers AWS DevOps Agent for autonomous root-cause investigation and remediation
• Kiro proposes production-aware fixes as pull requests based on observability data and investigation results
• Travel-booking example shows feature development with ElastiCache optimization and incident response to DynamoDB capacity issues
• Human review and existing CI/CD controls remain in the process throughout the workflow

The closed-loop integration enables teams to build and remediate code grounded in how systems actually behave, reducing deployment risk and rework.