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MindFort

Recursively learning security agents

2026-04-23

Product Introduction

  1. Definition: MindFort is an advanced Autonomous Exploitation and Remediation (AXR) platform that utilizes a fleet of AI-driven security agents to perform continuous penetration testing and vulnerability management. It falls under the technical categories of AI-enhanced Dynamic Application Security Testing (DAST), Attack Surface Management (ASM), and Automated Remediation.

  2. Core Value Proposition: MindFort exists to bridge the gap between vulnerability discovery and remediation by replacing manual pentesting and high-noise legacy scanners with autonomous agents. By leveraging the proprietary MF-1 model, the platform identifies complex, logic-based vulnerabilities and provides verified, merge-ready patches (Pull Requests), significantly reducing the Mean Time to Repair (MTTR) for security teams.

Main Features

  1. Autonomous Agent Fleet & Attack Surface Mapping: Unlike static scanners, MindFort deploys intelligent agents that automatically map a target's attack surface. Once pointed at a domain, these agents crawl the application, handle authentication, and begin probing APIs and infrastructure. The system utilizes autonomous exploitation to test for critical flaws such as SSRF, SQL injection, IDOR, and Cross-Site WebSocket Hijacking without requiring manual configuration.

  2. Continuous Testing & Scheduled Pentesting: Users can configure continuous security assessments with varying depths—Turbo, Balanced, or Deep. This feature allows teams to set frequencies (daily, weekly, or per-deployment) and credit allocations based on the required rigor. The agents operate 24/7, ensuring that every code change or new endpoint is immediately vetted against the latest threat vectors.

  3. Automated Remediation (Verified Patching): MindFort goes beyond reporting by generating native patches for identified vulnerabilities. When a flaw is found and validated, the platform creates a Pull Request (PR) in the user's repository (e.g., GitHub). This PR includes the specific code fix required to mitigate the risk, allowing developers to secure their stack by simply merging the verified solution.

  4. CI/CD Integration & API Access: MindFort is built into the modern developer workflow. It supports direct triggers via CI/CD pipelines (POST api.mindfort.ai/v1/assessments), ensuring security assessments occur on every push or deploy. Findings are automatically synced with project management tools like Jira and Linear, complete with full context and steps to reproduce.

Problems Solved

  1. High False Positive Rates: Traditional security scanners often produce "noise" that overwhelms security teams. MindFort maintains a false positive rate of less than 3% by requiring every finding to include a verified proof of exploit and clear steps to reproduce.

  2. The "Fix Gap" in Security Tooling: Most DAST tools identify problems but leave the remediation to overstretched engineering teams. MindFort solves this by providing the actual code fix, transforming a security report into an actionable engineering task.

  3. Target Audience:

  • Security Engineers (CISO/SecOps): Who need continuous visibility into the attack surface without the cost of frequent manual pentests.
  • DevOps & Platform Engineers: Seeking to automate security guardrails within the CI/CD pipeline.
  • CTOs of High-Growth Startups: Who require enterprise-grade security (SOC 2 compliance) starting at an accessible price point ($199/mo).
  • Compliance Officers: Specifically in regulated industries like FinTech, Healthcare, and Banking that require rigorous, documented security testing.
  1. Use Cases:
  • Securing Rapid Deployments: Automatically testing new features for logic-based vulnerabilities like IDOR or Broken Access Control (BAC) before they hit production.
  • Enterprise Guardrails: Maintaining RBAC, SSO, and compliance at scale for public companies with vast digital footprints.
  • Legacy Tooling Replacement: Moving away from static scanners that miss complex vulnerabilities like SSRF on cloud metadata services or weak TLS configurations.

Unique Advantages

  1. Superior Performance Benchmarks: In internal benchmarks against targets like OWASP Juice Shop, MindFort significantly outperforms legacy tooling and standard automated scanners in both "pass@1" and "pass@3" metrics, successfully identifying and exploiting complex vulnerabilities that others miss.

  2. Proprietary MF-1 Model: The platform is powered by MF-1, a specialized model designed for cybersecurity. This allows the agents to "learn as they hack," adapting their exploitation strategies based on the specific architecture of the target application.

  3. Extreme Deployment Speed: MindFort is designed for "zero configuration" setup. Users can point agents at a stack and receive their first validated results in under an hour, with initial setup taking less than 15 minutes.

  4. YC X25 & Cybersecurity Expertise: Built by a team with over 15 years of experience in the cybersecurity industry and backed by Y Combinator (YC X25), the platform combines deep domain expertise with cutting-edge AI research.

Frequently Asked Questions (FAQ)

  1. How does MindFort reduce false positives compared to traditional DAST tools? MindFort utilizes autonomous agents that do not just flag potential issues based on patterns; they attempt to safely exploit the vulnerability to confirm its validity. A finding is only reported if it includes a verified proof of exploit, keeping the false positive rate below 3%.

  2. Can MindFort automatically fix vulnerabilities in my source code? Yes. MindFort generates verified patches for discovered vulnerabilities. By connecting your code repository, the platform can automatically create Pull Requests (PRs) with the necessary remediation code, which developers can review and merge into the main branch.

  3. Is MindFort SOC 2 Type II compliant? Yes, MindFort is built for enterprise security requirements and is SOC 2 Type II compliant. It includes enterprise-grade features such as SSO, RBAC (Role-Based Access Control), and specialized guardrails to ensure secure deployment at scale.

  4. What industries is MindFort best suited for? While applicable to any web-based application, MindFort is specifically optimized for high-stakes industries such as FinTech, Healthcare, Banking, LegalTech, and Manufacturing, where continuous security validation and rapid remediation are critical for regulatory compliance and data protection.

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