Developer Security Tools

Build practical AI-powered developer security tools that detect vulnerabilities across APIs, Docker containers, and CI/CD pipelines. Combine deterministic security checks with Claude structured outputs to prioritize risks, explain attack scenarios, and generate actionable fixes.

Projects in this learnlist

1. AI Deployment Readiness Checker
2. AI Kubernetes Security Reviewer
3. AI Terraform Security Auditor
4. AI GitHub Actions Security Scanner
5. Build an AI Docker Security Reviewer
6. AI API Security Auditor