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How I Built an AI-Powered Cloud Security Guardian using AWS — From Idea to Docker in 30 Days

DEV Community·Disha Gupta·18 days ago
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How I Built an AI-Powered Cloud Security Guardian — From Idea to Docker in 30 Days By Disha Gupta |(Cloud Security & GRC) | https://www.linkedin.com/in/disha-gupta-6588102b9/ The Problem That Kept Me Up at Night Every week I read another breach report. Misconfigured S3 bucket. IAM user with Administrator Access left active. SSH port 22 open to 0.0.0.0/0 . Security groups that nobody audited in six months. The frustrating part? These aren't sophisticated zero-days. They're checklist failures. Things that should have been caught automatically. So I decided to build the tool I wished existed — one that could scan any AWS account on demand, apply machine learning to risk-score every resource, detect anomalies in CloudTrail logs, and surface remediation advice in real time. I called it "AI Cloud Security Guardian". Here's exactly how I built it, what each AWS service does in the architecture, and what I learned the hard way.…

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