Amazon Cloud Developers

Feb 24, 2026 · Cloud Computing

Achieving an 8× Speedup: Building a Flink Monitoring System with Kiro AI IDE

This article walks through using Kiro AI IDE to develop an Amazon EMR Flink monitoring system, detailing spec‑driven development, MCP integration, steering rules, the full backend and frontend stack, and shows how the workflow cuts implementation time from 60–80 hours to about 10 hours, delivering a 6–8× efficiency gain.