What is Autofix Bot ?

Autofix Bot is the purpose-built AI agent designed for deep code review, tackling the rising tide of security vulnerabilities and technical debt often introduced by modern AI coding assistants. It ensures that engineering teams, whether human or AI-powered, can ship clean, secure, and production-grade software quickly and confidently.

Key Features

Autofix Bot utilizes a powerful Hybrid Agent Architecture—combining deterministic static analysis with advanced AI review—to deliver superior accuracy and actionable insights directly within your development workflow.

🛡️ Hybrid Static Analysis + AI Review: Leveraging over 5,000 deterministic checkers and rich static code metadata, Autofix Bot seeds its AI review agent with precise context. This hybrid approach allows the agent to find more complex issues faster, maximizing recall on critical vulnerabilities while maintaining a low rate of false positives.
🔑 Industry-Leading Secrets Detection & Validation: Employing the industry's highest accuracy secrets detection engine, the Bot identifies hardcoded secrets before they hit the repository. This includes built-in validation for over 165 API providers, minimizing costly leaks and ensuring immediate remediation.
📐 Advanced Code Quality Analysis: Move beyond basic syntax checks. Autofix Bot provides detailed reporting on critical metrics like cyclomatic complexity, documentation coverage, and dead code. This information helps your AI agents and developers write structurally better code on every check-in, actively reducing technical debt.
🔗 OSS Vulnerability Review and Remediation (Upcoming): Automatically scan and identify Common Vulnerabilities and Exposures (CVEs) in third-party dependencies. This capability will include automated version upgrades and necessary code refactors to ensure your application remains secure without breaking functionality.

Use Cases

Autofix Bot integrates seamlessly into your existing development flow, providing verifiable value where speed and security intersect.

Securing AI-Generated Pull Requests: When a developer submits a large block of code written by an LLM assistant, Autofix Bot performs a deep, context-aware review. It detects subtle logic flaws or security anti-patterns that LLM-only reviewers frequently miss, ensuring the code meets production standards before it merges.
Maintaining Technical Debt Standards: For legacy code or highly complex modules, Autofix Bot flags new code additions that exceed defined cyclomatic complexity thresholds or lack necessary documentation. This empowers teams to enforce code health metrics continuously, preventing the accumulation of "slop" that slows down future maintenance.
Preventing Credential Leaks: During the final review of a commit, the Bot's dedicated secrets engine scans for misconfigured API keys or tokens. If a secret is found, the validation step confirms it’s a real, active credential (not just a pattern match), allowing the team to revoke and remediate the leak immediately, saving hours of incident response time.

Autofix Bot delivers verifiable performance that sets it apart from traditional static analyzers and competing LLM-only review tools, providing confidence that your security gates are robust.

Advantage	Measurable Result	Why This Matters to You
Highest Security Accuracy	Achieved 81.2% accuracy on the OpenSSF CVE Benchmark (200+ real-life CVEs).	This represents the best balance of detection (Recall) and low noise (Precision), meaning you catch the most critical vulnerabilities without being overwhelmed by false positives.
Superior Secrets Detection	Achieved a 92.78% F1 Score in proprietary benchmarks, significantly outperforming tools like Gitleaks and TruffleHog.	You can trust the detection engine to catch nearly all hardcoded secrets, including those that static-only tools miss, drastically reducing your exposure risk.
Cost-Efficient Analysis	Transparent pricing model: Pay only for the lines of code reviewed and fixed.	Unlike subscription models capped by usage, this efficient model ensures predictable costs, regardless of the size of your project or the number of repositories you use.

Conclusion

Autofix Bot is essential for modern engineering teams looking to leverage the speed of AI coding assistants without sacrificing security or code quality. By delivering deep, accurate, and context-aware code review, it helps you move faster and with greater confidence.