Hacktron AI

What Hacktron AI does

Hacktron AI provides an AI-powered security code-review platform that acts as an AI security engineer. It reviews every pull request, identifies exploitable vulnerabilities, and proves them with working exploits before code ships. The platform integrates into development workflows, offering per-PR reviews and full white-box pentests. Hacktron aims to reduce false positives and alert fatigue by focusing on real, exploitable vulnerabilities and providing remediation guidance. It learns continuously from team feedback, project rules, and uploaded context like architecture notes and security policies to build accurate threat models. The company also works responsibly with vendors to secure software and publishes advisories for critical vulnerabilities.

Products

• Hacktron AI Code ReviewAn AI-powered security code-review platform that reviews pull requests, finds exploitable vulnerabilities, and proves them with working exploits. It integrates with GitHub, GitLab, and Bitbucket, and provides inline comments and 'Fix with AI' options.
• Hacktron Whitebox PentestA full-scope white-box penetration testing service that can be launched in minutes. It includes threat modeling, taint tracing, dynamic exploit-driven validation, and generates audit-ready reports for compliance standards like SOC 2 or ISO 27001.

Key capabilities

• AI-powered security code review
• Vulnerability detection in pull requests
• Working exploit generation for identified vulnerabilities
• Integration with GitHub, GitLab, Bitbucket
• Continuous learning from team feedback and project rules
• Threat model generation from code and review activity
• Full white-box pentests
• Audit-ready reports (SOC 2, ISO 27001)
• Integration with Slack for notifications
• Integration with Jira and Linear for ticket creation
• API access for scans, findings, and cost estimations
• Support for various programming languages (Python, JavaScript, TypeScript, Java, Ruby, PHP, Rust, C++, Kotlin, Swift, Scala, Elixir, Solidity)
• Detection of AI and LLM vulnerabilities (prompt injection, unsafe handling of LLM inputs/outputs, insecure AI agent/tool-use integrations)
• Export findings as CSV or SARIF
• Executive and technical reports
• Open Source Program for free PR security review bot

Use cases

• Finding and fixing security issues before code ships
• Automated vulnerability detection in development workflows
• Reducing false positives and alert fatigue in security tools
• Conducting full-scope security assessments (pentests)
• Generating audit-ready reports for compliance
• Streamlining security issue triage and remediation
• Securing open-source projects
• Identifying and exploiting vulnerabilities in software before public disclosure

AI approach

Hacktron AI uses AI agents to review pull requests for exploitable vulnerabilities, trace changes, prove impact with working exploits, and learn from user feedback. It indexes codebases, builds call graphs, and constructs threat models. It also uses AI to identify and exploit vulnerabilities before they are known to defenders.

Tech named: AI agents, AI, LLM

Industries served

• Computer and Network Security
• Open-Source Software
• Collaboration Software
• Voice AI

What it says sets it apart

• Focus on exploitable vulnerabilities with working exploits, rather than just pattern matching
• AI agents built by elite hackers with careers in exploiting complex targets
• Continuous learning and adaptation to specific codebase threat models
• Integration directly into pull/merge request workflows
• Ability to reason about exploitability, including authorization and access-control flaws
• Provides 'Fix with AI' options and remediation prompts
• Offers full white-box pentests at machine speed with audit-ready reports
• No Pwn, No Pay model for Whitebox pentests

Funding rounds we track

From the AI funding tracker — rounds as reported by the linked publications.