Developer Builds AI Tool to Detect Wasted Google Cloud Resources and Carbon Costs

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A developer has created GreenOps, an open-source AI-powered dashboard that scans Google Cloud projects for idle or forgotten resources such as unused servers, unattached storage disks, and unreleased IP addresses. The tool uses four sequential AI agents — built with Google's Agent Development Kit and Gemini 2.5 Pro — to identify wasteful spending and its associated carbon footprint simultaneously. One agent flags potentially unused resources while another proposes specific cleanup actions, executing them only after user approval. During development, the creator encountered a platform-level connection timeout on Google Cloud Run that mimicked a frontend bug, resolving it by adjusting deployment settings to allow longer-running connections. The tool is publicly available via a live dashboard and GitHub, with plans to add Google OAuth login and improved AI context for more accurate recommendations.

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