Apiiro Develop integrates security throughout the software development lifecycle with automated risk assessment and continuous protection. It mitigates component sprawl and eliminates security gaps caused by fragmented tools by continuously discovering, mapping, and updating the entire software and supply chain inventory. Apiiro's real-time, context-aware approach provides full-lifecycle visibility, quantifying the impact of the AppSec program on risk exposure and engineering velocity. Apiiro understands and models the complete software architecture from code to runtime, contextualizing findings based on business and environment, and prioritizing the risks that pose the greatest threat. It shifts from static compliance reporting to proactive risk-based remediation, reducing security toil and accelerating development with its extended bill of materials (XBOM), powered by Deep Code Analysis and Code-to-Runtime correlation, providing real-time, dynamic mapping of the software architecture. Apiiro provides real-time visibility into code changes, enabling early detection of API misconfigurations, insecure logic flows, and common vulnerabilities before they reach production. It also detects and validates secrets in code, providing focused assessments on valid secrets from the Apiiro Risk Graph. Apiiro Develop embeds secure-by-design throughout the SDLC, providing insights into the software stack—what exists, where it resides, and how to secure it—without disrupting developer productivity. Apiiro's interactive prioritization funnel uses risk likelihood and impact factors garnered from Deep Code Analysis (DCA), runtime context, and third-party databases to help narrow in on real, business-critical risks.