Shamans
Expert AI code security reviews to catch hidden vulnerabilities
What is Shamans? Complete Overview
Shamans provides expert security reviews for AI-generated code, offering manual analysis that identifies critical vulnerabilities automated tools miss. The service focuses on detecting subtle issues like logic flaws, context vulnerabilities, and edge cases that only experienced human analysts can find. With a proven track record of finding 378+ critical vulnerabilities and preventing $4.7M+ in potential incidents, Shamans offers rapid 48-hour turnaround reviews. The service is designed for teams using AI coding tools daily, shipping production code weekly, and leading 20-100 person teams who are security-conscious but moving fast. Each review not only secures your current code but also contributes to improving AI vulnerability detection capabilities for future reviews.
Shamans Interface & Screenshots
Shamans Official screenshot of the tool interface
What Can Shamans Do? Key Features
Expert Human Reviews
While automated tools scan for known patterns, Shamans' security experts analyze the deeper logic of your code to find 'vibe coded' errors that hide in context. These are vulnerabilities that look perfectly normal to automated scanners but are detectable by experienced developers. Each review expands Shamans' database of AI vulnerability patterns, improving detection capabilities for all future clients.
Comprehensive Review Process
The four-step review process includes: 1) Deep manual code analysis for logic flaws and context issues, 2) Vulnerability detection focusing on errors automated scanners miss, 3) Creation of detailed reports with fix recommendations, and 4) Security hardening to prevent future vulnerabilities. This thorough approach ensures no stone is left unturned in securing your AI-generated code.
Vibe Check Assessment
Shamans offers a free preliminary 'Vibe Check' that analyzes your AI code usage through 3 simple questions to estimate your vulnerability exposure. This instant assessment provides a 'bad vibe percentage' and free cleansing consultation, helping teams understand their security risks before committing to a full review.
Rapid Turnaround
With a consistent 48-hour turnaround time for security reviews, Shamans enables fast-moving development teams to maintain their velocity without compromising security. This quick response time helps prevent vulnerabilities from reaching production while keeping development workflows efficient.
Preventive Security
Beyond just finding bugs, Shamans identifies systematic flaws in how AI writes code and implements protective measures to prevent future vulnerabilities. This proactive approach helps teams stay ahead of emerging threats in AI-generated code patterns.
Best Shamans Use Cases & Applications
AI-Assisted Development Teams
Development teams using tools like GitHub Copilot or Cursor can get weekly security reviews to catch vulnerabilities before they reach production. This is especially valuable for teams shipping code frequently who need to maintain velocity without compromising security.
Pre-Production Code Audit
Before launching a new feature or product built with AI-generated code, companies can get a comprehensive security review to identify and fix potential vulnerabilities that could lead to costly breaches down the line.
Security-Conscious Startups
Fast-growing startups using AI coding tools can leverage Shamans' expertise to implement robust security practices from the beginning, preventing the accumulation of technical debt and vulnerabilities as they scale.
Post-Breach Analysis
Companies that have experienced security incidents related to AI-generated code can use Shamans' services to identify root causes, fix vulnerabilities, and implement preventive measures to avoid future breaches.
How to Use Shamans: Step-by-Step Guide
Start with the free Vibe Check assessment by answering 3 questions about your AI tool usage. This will give you an instant estimate of your vulnerability exposure and qualify you for a free cleansing consultation.
Book a free consultation to discuss your specific needs and codebase. Shamans will help you determine the appropriate level of review for your situation.
Submit your AI-generated code for review. The expert security team will analyze it manually for logic flaws and context vulnerabilities that automated tools miss.
Receive your comprehensive security report within 48 hours, including detailed findings, fix recommendations, and prevention strategies.
Implement the recommended security hardening measures with guidance from Shamans' experts to protect your codebase from future vulnerabilities.
Shamans Pros and Cons: Honest Review
Pros
Considerations
Is Shamans Worth It? FAQ & Reviews
Shamans specializes in finding 'vibe coded' errors - subtle security vulnerabilities in AI-generated code that look normal to automated scanners but contain logic flaws, context issues, and edge cases that only human experts can detect. These often involve improper input handling, insecure data flows, and flawed business logic.
While automated tools scan for known vulnerability patterns, Shamans' human experts analyze the deeper logic and context of your code to find issues that don't match standard patterns. This manual approach catches vulnerabilities that automated tools consistently miss in AI-generated code.
Shamans reviews code generated by all major AI coding assistants including GitHub Copilot, Cursor, ChatGPT, Claude, and others. The service is tool-agnostic and focuses on the vulnerabilities that emerge from AI-generated code patterns regardless of the source.
Shamans guarantees a 48-hour turnaround time for completed security reviews after receiving your code. The free Vibe Check assessment provides immediate feedback on your exposure level while the full review delivers comprehensive results within two business days.
Yes, Shamans offers enterprise packages with ongoing weekly or monthly security reviews, direct access to security experts, and continuous security hardening for teams that want regular protection as they generate new AI-assisted code.