# AI-Powered AWS Well-Architected Framework Scanner ## TL;DR Built an open-source tool that combines Claude AI with AWS infrastructure scanning to provide natural language cloud architecture reviews. Ask questions like "What security issues need immediate attention?" instead of parsing through endless CLI output. --- ## The Problem Every cloud architect knows the drill: - Run 50+ AWS CLI commands - Parse JSON output manually - Cross-reference against Well-Architected best practices - Repeat for every region, every account It's tedious. It's error-prone. It doesn't scale. --- ## The Solution: LLM-Powered Infrastructure Analysis I built a scanner that evaluates your AWS environment against all 6 Well-Architected Framework pillars: | Pillar | AI-Enhanced Analysis | |--------|----------------------| | Security | Intelligent threat prioritization, attack surface analysis | | Reliability | Failure mode detection, resilience scoring | | Performance | Bottleneck identification, optimization recommendations | | Cost | Waste detection, right-sizing suggestions | | Operational Excellence | Automation gap analysis, runbook recommendations | | Sustainability | Carbon footprint estimation, Graviton migration paths |