{"id":10458,"name":"DevSec AI Shield","purpose":"Automated AI-powered security testing tool integrated directly into the DevOps workflow, proactively identifying and mitigating vulnerabilities throughout the development lifecycle, minimizing risks associated with AI/ML deployment.","profitable":1,"date_generated":"Tuesday March 2026 20:21","reference":"devsec-ai-shield","technology_advise":["Python","PostgreSQL","NodeJS","Medium"],"development_time_estimation_mvp_in_hours":180,"grade":7.8,"category":"security","view_count":40,"similar_ideas":[{"id":7954,"name":"DevShield AI","grade":7.2,"category":"security"},{"id":1613,"name":"DevSecOps Pipeline Shield","grade":7.8,"category":null},{"id":8803,"name":"CVE Shield","grade":8.7,"category":"security"},{"id":6433,"name":"AgentShield AI","grade":7.8,"category":"devtools"},{"id":9460,"name":"DevSecOps Automation Assistant","grade":8.1,"category":"devtools"}],"source_headline":"Harness extends AI security reach across DevOps workflow"}