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What is RunSybil?

RunSybil is an AI-powered offensive security platform that continuously tests applications and infrastructure for exploitable vulnerabilities. Built by a team backed by Khosla Ventures, it reasons about systems the way an elite human researcher would, but across the entire stack on every deployment. The platform maps code, APIs, cloud, and infrastructure to find vulnerabilities that exist where components connect and attack paths that scanners miss. It provides security feedback on every pull request, catching vulnerabilities at the commit stage rather than after a breach. RunSybil chains vulnerabilities across layers to surface real, exploitable paths, eliminating false positives. It is designed for security teams and engineering organizations that need continuous, proactive security testing that keeps pace with development velocity. The tool fits workflows for high-risk application testing, continuous attack surface monitoring, multi-tenant logic testing, bug bounty replacement, and cloud infrastructure validation.

AI Tool Review Summary

Performance Score

4.7/5

Content/Output Quality

High, consistent, and on-brand

Interface

Clean and minimal

AI Technology
LLMNLP
Purpose of Tool

Continuous AI-powered offensive security testing that reasons like an attacker to find exploitable vulnerabilities across the entire stack.

Compatibility

Integrates with CI/CD pipelines, cloud providers, and development workflows; supports code, API, cloud, and infrastructure testing.

Pricing

Custom enterprise pricing with a free demo and sample report available

Features

Features with the highest value for users are highlighted here.

Continuous offensive security testing

Vulnerability chaining across stack

Security feedback on every pull request

Adversarial reasoning like elite researcher

Pre-validated findings with zero triage

Multi-tenant and business logic testing

Cloud and infrastructure security validation

CTEM validation phase ownership

How It Works

1

Connect your stack

Integrate RunSybil with your code repositories, APIs, cloud accounts, and infrastructure.

2

Continuous mapping

Sybil builds and maintains a model of your entire attack surface, updating with every deployment.

3

Adversarial reasoning

Sybil reasons like an attacker, chaining vulnerabilities across layers to find real exploitable paths.

4

Actionable findings

Receive validated, prioritized findings with clear remediation steps, directly in your workflow.

Who Is It For?

Security teams

DevOps engineers

CTOs

Startups

Enterprise security architects

Product managers

Compliance officers

Penetration testers

Cloud infrastructure teams

Bug bounty hunters

Pricing

Demo

$0/free
  • Free demo
  • Sample report
Popular

Enterprise

Custom/monthly
  • Continuous testing
  • Full stack coverage
  • CI/CD integration
  • Dedicated support

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Pros & Cons

Pros

  • Provides continuous, AI-driven security testing that catches vulnerabilities at commit time.
  • Delivers pre-validated, exploitable findings with no false positives, reducing triage burden.

Cons

  • May require integration effort to map entire stack initially.
  • Pricing details are not publicly disclosed, potentially limiting accessibility for smaller teams.

FAQs

Just Launched

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Reviews

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Rating

5.0

Pros

Cons

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Analytics of Schedule a Demo From Our Team | RunSybil

Website traffic and keyword analysis.

Live dataFeb 2026 – Apr 2026

Monthly visits

7.34K

-12.5% vs prior month

Avg. visit duration

00:00:40

M 4 2026 snapshot

Pages / visit

2.98

M 4 2026 snapshot

Bounce rate

35.13%

Lower is better

All traffic · Worldwide

4.8K5.7K6.6K7.49K8.39KFeb 26Mar 26Apr 26

Peak: 8.39K (Mar 2026)Low: 4.8K (Feb 2026)Period growth: +52.7%Source: SimilarWeb-equivalent

Release History

0 releases published

No releases yet.

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