RunSybil

What It Does

RunSybil is an AI-powered offensive security platform that fundamentally changes how organizations approach application security testing. Unlike traditional vulnerability scanners that look for known signatures, RunSybil reasons like an elite security researcher—probing logic, chaining vulnerabilities across your entire stack, and validating actual exploitability. It operates continuously, testing your applications and infrastructure on every deployment to catch issues at the commit, not after the breach.

Who It's For & Problems It Solves

RunSybil is built for security-serious engineering teams at organizations that can't afford the lag time of traditional pentesting cycles or the unpredictability of bug bounties. If your systems handle customer data, transactions, or critical access controls, you need more than annual audits and point-in-time assessments that go stale the moment you ship. RunSybil solves the fundamental problem that your attack surface changes with every deployment, but traditional security testing doesn't keep pace.

Key Features & Capabilities

• Comprehensive Stack Coverage: Maps your entire technology stack—code, APIs, cloud infrastructure, and the connections between them—to find vulnerabilities that only exist where components interact
• Continuous Testing: Security feedback on every pull request and deployment, eliminating the wait for next pentest cycle
• Adversarial Reasoning: Chains vulnerabilities across layers to surface real, exploitable attack paths instead of generating noise from theoretical findings
• Zero Triage Burden: Delivers only pre-validated, exploitable findings with measurable impact on security posture
• Multi-Layer Analysis: Tests business logic, cross-tenant access, privilege escalation, IAM misconfigurations, container escapes, and lateral movement paths

Typical Workflows & Use Cases

Organizations deploy RunSybil for high-risk application security testing, continuous attack surface monitoring, multi-tenant and business logic testing, as a replacement for bug bounties and periodic pentests, and for cloud & infrastructure security validation. It integrates into CTEM (Continuous Threat Exposure Management) programs, owning the critical Validation phase by proving whether discovered exposures are actually exploitable through real adversarial testing.

What Differentiates It

While scanners run generic checks and pentests deliver static reports, RunSybil builds an evolving model of your system that gets smarter with every sprint. It doesn't just find vulnerabilities—it reasons about how they connect, validates exploitability, and delivers findings that matter. The platform operates at development speed, providing security that keeps pace with modern engineering velocity while maintaining the depth and sophistication of elite human researchers.