I Built an AWS DevOps AI Agent Using Kiro Crew + MCP

Описание и применение

Автономный агент Kiro Crew в сочетании с AWS DevOps Agent обнаруживает и устраняет проблемы в ECS, CodeBuild и Lambda без ручного вмешательства, сокращая MTTR до 5‑7 минут.

Задача

Silent failures in AWS services (ECS, CodeBuild, Lambda) that never trigger alarms, leading to prolonged MTTR and resource waste.

Результат

Reduced MTTR from 1‑3 hours to 5‑7 minutes, eliminated silent failures, and automated incident response 24/7.

Рабочий процесс

• Configure Kiro Crew MCP server for AWS DevOps Agent via a single JSON block
• Set a cron job to run every 30 minutes
• Kiro Crew spawns 5 parallel subagents to check ECS, CI/CD, CloudWatch, DevOps Agent, and Lambda
• DevOps Agent performs root‑cause analysis and generates mitigation plan with CLI commands
• Kiro Crew executes the plan (or opens a PR for review)
• Verify service health and log the investigation

Доказательства

Kiro Crew agent was awake. It spawned 5 parallel investigations, called AWS DevOps Agent for a health assessment, found the root cause across ECS, CodeBuild, CodePipeline, and Lambda, and flagged everything with severity‑prioritized fixes. By 3:24 AM, done.

Источник

The architecture diagram shows Kiro Crew orchestrating subagents and DevOps Agent generating mitigation plans.

Источник