Boogle - AI-Powered Security Analyst System

IBM BOB is an intelligent security analysis platform that serves as an automated security operations center. It continuously monitors codebases, application logs, database activity, and API traffic to detect, correlate, and remediate security threats before they escalate. The system provides multi-layer threat detection through static code analysis (scanning for hardcoded secrets, API keys, credentials), runtime monitoring (detecting brute force attacks, data exfiltration, privilege escalation), and ML-based behavioral analysis. It intelligently correlates related findings into unified incidents using temporal, credential, target, and actor patterns. Key features include a five-level severity classification system, actionable remediation with specific code fixes and auto-generated security tests, an AI memory system that learns from incidents, and a real-time monitoring dashboard with interactive visualizations. The platform combines Python/Flask backend, React/TypeScript frontend, MongoDB database, and hybrid AI (local ML + optional IBM Watson) to provide comprehensive security coverage for development teams seeking automated vulnerability assessment and incident prevention.