{"id":10777,"name":"Guardian Shield AI","purpose":"A proactive cybersecurity platform for businesses, using AI to detect and prevent supply chain attacks like the LiteLLM and Trivy incidents. It scans code repositories, CI/CD pipelines, and deployed systems for vulnerabilities and malicious code, leveraging machine learning to identify anomalies and deviations from established security baselines. Includes automated remediation suggestions and incident response workflows.","profitable":1,"date_generated":"Friday March 2026 22:18","reference":"project-guardian-shield-ai","technology_advise":["Python","PostgreSQL","Difficult"],"development_time_estimation_mvp_in_hours":250,"grade":8.2,"category":"security","view_count":6,"similar_ideas":[],"source_headline":"Popular Packages & Scanners Hacked; FBI Director's Email Breached"}