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    SAMPLE AUDIT REPORT PREVIEW

    The Beesoul Blueprint: Your Professional Audit Report

    Every audit delivers a comprehensive technical roadmap covering security, performance, and architecture. This isn’t just a list of bugs—it’s your plan for a stable, scalable product.

    VIBE CODE AUDIT REPORT Client: [Your Company Name] | Date: January 2026

    SECURITY HEALTH CHECK Overall Score: 62/100 (Caution)

    • Critical: 3 (Immediate Action Required)
    • High: 5
    • Medium/Low: 12

    TOP CRITICAL FINDINGS

    1. Sensitive Data Exposure: Hardcoded API keys found in client-side services.
    2. Broken Access Control: Admin routes accessible without valid session tokens.
    3. Injection Vulnerabilities: Search functions lack proper input sanitization.

    PERFORMANCE & SCALE

    • LCP (Load Time): 4.2s (Industry Standard: <2.5s)
    • Query Efficiency: 47 database calls per request (Optimization needed).

    EXECUTION ROADMAP

    • Priority 1 (48hrs): Environment variable migration & Middleware patches.
    • Priority 2 (Next 10 Days): Query parameterization & Rate limiting.

    Why Founders and CTOs Trust the Beesoul Audit?

    A code audit is only as valuable as the clarity it provides. At Beesoul, we don’t just run automated scanners and hand you a 50-page PDF of jargon. Our senior engineers manually trace your logic to find the ‘hidden’ vulnerabilities that automated tools miss. We provide a prioritized, debt-clearing roadmap that allows your team to stop firefighting and start building features with total confidence. By the time you finish our report, you won’t just know what’s broken—you’ll know exactly how to fix it.”

    Vibe code audit sample
    the audit format above. Include Beesoul logo in header, security score gauge (showing orange/caution), list of vulnerabilities with severity badges, and recommendations section

    TOOL-SPECIFIC ISSUES

    Common Problems by AI Coding Tool

    We’ve audited hundreds of codebases. Each AI tool has its own patterns of issues:

    🔷 Built with Cursor?

    Cursor produces high-quality code, but we commonly find:

    • Inconsistent error handling across files (some try/catch, some not)
    • Environment variables not properly validated at startup
    • Missing rate limiting on API endpoints
    • Over-complicated solutions for simple problems (LLM tendency)

    ⚡ Built with Bolt.new?

    Bolt is fast for prototyping, but we commonly find:

    • Supabase Row Level Security not configured (critical!)
    • API keys embedded in client-side code
    • No distinction between public and authenticated routes
    • Deployment configs missing security headers

    💜 Built with Lovable?

    Lovable makes beautiful apps, but we commonly find:

    • Authentication UI without backend validation
    • Form inputs not sanitized before database storage
    • Admin features accessible to regular users
    • Image uploads without size/type validation

    🔄 Built with Replit Agent?

    Replit is great for iteration, but we commonly find:

    • Database connections not properly pooled
    • Secrets stored in replit.nix instead of secrets tab
    • Performance issues from running dev mode in production
    • Incomplete migration paths when deploying elsewhere
    “We know these tools inside and out—we use them ourselves. That’s why we can spot the patterns that cause problems.”

    — Beesoul Engineering Team

    Your business is 100% protected with Beesoul

    Beesoul take confidentiality with utmost priority and you are protected by the global Non-Disclosure Agreement for your business idea.

    *Non-Disclosure Agreement is a legal document that protects your idea

    REAL VULNERABILITIES WE'VE FOUND

    What We Find in AI-Generated Codebases

    Every week we audit codebases built with Cursor, Bolt, Lovable, and Replit. These are real vulnerabilities we’ve discovered—any one of them could have been catastrophic.

    CRITICAL: Stripe Secret Key in Frontend Code

    SaaS Startup • Built with Cursor
    What we found:
    The Stripe secret key (sk_live_…) was embedded directly in the React component that handled payments. Anyone viewing the page source could see it.
    What could have happened:
    An attacker could issue refunds, create charges, access customer payment data, or drain the connected bank account. Potential exposure: $50,000+ in the first month.
    Time to fix: 30 minutes

    CRITICAL: No Password on Database

    Healthcare MVP • Built with Bolt.new
    What we found:
    The Supabase database was configured with anon key access and no Row Level Security. Every table was publicly readable and writable.
    What could have happened:
    Anyone could read, modify, or delete all user health data. HIPAA violation, potential lawsuits, and complete loss of user trust. The founder was planning to launch in 2 weeks.
    Time to fix: 2 hours

    HIGH: Admin Route Without Authentication

    E-commerce Platform • Built with Lovable
    What we found:
    The /admin/users, /admin/orders, and /admin/products endpoints had no authentication checks. Lovable generated the UI but forgot the middleware.
    What could have happened:
    Anyone who guessed the URL could view all customer data, modify prices, cancel orders, or delete the entire product catalog.
    Time to fix: 1 hour

    HIGH: N+1 Query Problem (47 Queries Per Page Load)

    Social Platform • Built with Replit
    What we found:
    The feed page made a separate database query for each post’s author, comments, and likes. With 15 posts, that’s 47 queries for a single page load.
    What could have happened:
    The app worked fine with 10 test users. At 100 users, page loads took 8+ seconds. At 500 users, the database would crash. They’d already started their Product Hunt launch.
    Time to fix: 4 hours

    What’s Hiding in Your Codebase?

    These are real issues from real startups. Find yours before your users do.

    [ Get My Free Audit → ]

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    Specialized expertise across key industries to deliver solutions that meet regulatory requirements and drive business results

    Healthcare Product Development

    We build HIPAA-compliant healthcare software including patient portals, telemedicine platforms, EHR integrations, and medical device software.

    Our healthcare expertise includes working with Dr. Kairaei's Wholistic Minds platform, helping raise $850K in funding while serving 10,000+ patients. Healthcare product development requires specialized knowledge of FDA regulations, HL7 FHIR standards, and patient data security.

    Fintech Product Development

    We develop secure fintech applications including payment processing systems, lending platforms, investment tools, and banking integrations.

    Our fintech development follows PCI-DSS compliance standards, SOC 2 requirements, and implements bank-grade encryption. We've helped fintech startups build MVP products that successfully process millions in transactions.

    E-commerce Product Development

    We create high-converting e-commerce platforms, marketplace applications, inventory management systems, and omnichannel retail solutions.

    Our e-commerce expertise includes Shopify integrations, headless commerce architecture, and AI-powered recommendation engines that increase average order value by 15-25%.

    SaaS Product Development

    We specialize in building multi-tenant SaaS platforms with subscription billing, user management, analytics dashboards, and API ecosystems.

    Our SaaS development process includes market validation, feature prioritization, and scalable cloud architecture designed to grow from 100 to 100,000 users without rebuilding.

    THE STAKES

    What Happens When You Skip the Audit?

    Most founders never think about security until something goes wrong. Here’s what we’ve seen happen:

    The Launch Day Disaster

    A fintech startup launched on Product Hunt. Within 3 hours, someone discovered an unprotected API endpoint. They posted the vulnerability on Twitter. The founder spent their “biggest day” doing damage control instead of celebrating. They lost their #1 spot and never recovered the momentum.

    The $50,000 Lesson

    An e-commerce founder built with Lovable and launched to early customers. Six months later, an attacker found a SQL injection vulnerability and downloaded their entire customer database—names, emails, and partial payment info. The founder spent $50,000 on legal fees, breach notifications, and credit monitoring for affected customers. The business never recovered.

    The Investor Call From Hell

    A healthcare startup was in final due diligence for a $500K seed round. The investor’s technical advisor ran a basic security scan and found 12 critical vulnerabilities. The term sheet was pulled. The founder had to spend 3 months fixing issues before any investor would talk to them again.

    The 100-User Crash

    A SaaS founder got featured in a popular newsletter. Their app handled 20 users fine. When 100 hit it simultaneously, the N+1 query problem brought the entire system down. The newsletter’s readers saw a broken product. The founder’s big break became their biggest embarrassment.



    All of these were preventable.
    A free audit would have caught every one of these issues before launch.

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    A professional and reliable team that delivers on time. Sushant and his team’s dedication and expertise ensured a smooth and successful project. Highly recommended for web and mobile app development services!

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    Co-Founder & CTO, Wholistic Minds, Inc.

    Beesoul went above and beyond — delivering a flawless platform with seamless communication every step of the way!

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    Liam Hunt, CEO of FinCrime Consultants | Beesoul | App Development Company

    Liam Hunt

    Founder, FinCrime Consultants

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    What Founders Say About Our Audit

    “I was skeptical about a ‘free’ audit, but they actually delivered a 12-page report with real findings. Found 3 critical issues I had no idea existed. Worth way more than free.”

    — Sarah K., SaaS Founder (Built with Cursor)

    “The Beesoul team found a SQL injection vulnerability that could have exposed our entire user database. We fixed it in an hour with their guidance. This audit should be mandatory for every AI-built app.”

    — Marcus T., E-commerce Founder (Built with Lovable)

    “I sent my repo expecting a generic automated scan. What I got was a detailed analysis with specific file locations and code examples. The recommendations were clear enough that I could fix most issues myself.”

    — Jennifer L., HealthTech Founder (Built with Bolt.new)

    pros and cons of self audit

    DIY VS PROFESSIONAL AUDIT

    Can’t I Just Check This Myself?

    You could. Here’s what that looks like:

    DIY Security Check Beesoul Free Audit
    Time: 8-20 hours of your time Time: 2 minutes to submit
    Tools: Research and learn 5+ security scanners Tools: We handle everything
    Coverage: Only what you know to look for Coverage: 600+ project patterns
    Blind spots: AI-specific issues you don’t know exist Blind spots: We know the AI patterns
    False positives: Hours sorting real issues from noise False positives: Human-verified findings only
    Recommendations: Google each issue for fixes Recommendations: Prioritized action plan
    Cost: Your time × $200/hr = $1,600-$4,000 Cost: $0 (Free)

    Your time is better spent on your product. Let us handle the security review.

    Service Investment and Timeline

    Transparent pricing for every stage of your product journey

    MVP Development

    $10K-$50K

    Timeline: 4-8 weeks

    Best For: Startups validating ideas

    Full Product Build

    $25K-$100K

    Timeline: 3-6 months

    Best For: Funded startups scaling

    Enterprise Solution

    $100K-$300K+

    Timeline: 6-24 months

    Best For: Enterprises & complex systems

    Ongoing Development

    $8K-$15K/mo

    Timeline: Monthly

    Best For: Continuous product evolution

    Frequently
    Asked Questions

    Beesoul was very flexible and happy to provide support on additional tasks. Beesoul successfully delivered a fully functional platform...

    Liam Hunt

    Founder, FinCrime Consultants

    FAQ Categories

    That’s great news! If your codebase is clean, we’ll tell you exactly that. You’ll get peace of mind knowing you can launch with confidence. In our experience, this happens in about 10% of audits—usually when a technical co-founder was involved in the AI-assisted development.

    No. The audit report is factual—we describe what we find and explain the risks in plain English. We don’t exaggerate issues or create artificial urgency. If something is critical, we’ll say so. If it’s minor, we’ll say that too. Many founders use our audit to guide their own fixes and never become paying customers. That’s fine with us.

    Yes, but with limitations. For no-code platforms like Bubble or Glide, we can assess the deployed application for security issues but can’t review the underlying code. We’ll check for exposed APIs, authentication weaknesses, and performance issues. Submit your deployed URL and note the platform in the form.

    Absolutely not. We’ve seen everything—and we mean everything. AI-generated code often looks messy because LLMs don’t think about code organization the way human developers do. That’s normal. Our job is to identify issues, not judge your coding skills. We’re here to help, not criticize.

    We’re happy to discuss any findings. Sometimes there’s context we missed, or a technical reason for a particular approach. The audit report is a starting point for conversation, not a final verdict. If you think we got something wrong, let us know and we’ll explain our reasoning or update our assessment.

    No. We only audit codebases you own or have authorization to test. We require confirmation that you have the right to submit the code for review. Attempting to audit someone else’s code without permission is unethical and potentially illegal.

    Yes. We can audit React Native, Flutter, and native iOS/Android codebases. For mobile apps, we also check for mobile-specific vulnerabilities like insecure local storage and improper certificate handling.

    We support the most common stacks: JavaScript/TypeScript (React, Next.js, Node.js, Express), Python (Django, Flask, FastAPI), and their associated databases (PostgreSQL, MongoDB, Supabase, Firebase). If you’re using something else, submit anyway and note it in the form—we might still be able to help.

    Still Have Questions? Contact Us Today!
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