Security | Threat Detection | Cyberattacks | DevSecOps | Compliance

In today’s dynamic threat landscape, technical debt isn’t just a budgeting headache—it’s a growing national security risk. According to McKinsey, technical debt consumes up to 20% of engineering and DevOps capacity across large enterprises. For U.S. federal agencies—defense and civilian alike—the cost of carrying outdated, unsupported infrastructure goes far beyond inefficiency.

Security operations teams face a daily balancing act: rapidly reduce risk while keeping business-critical traffic flowing across sprawling hybrid networks. Yet traditional monitoring and vulnerability-scanning tools only show snapshots of device status. They rarely explain how an attacker could move laterally, why a firewall rule is ineffective, or whether a cloud control actually matches on-prem policy.