Vibe Coding Checklist
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Vibe Coding Checklist
Security Checklist for Vibe Coded Apps
9
Problem
Users manually ensure security for AI-generated apps, which is time-consuming and prone to missing vulnerabilities.
Solution
An open-source security checklist tool that provides a structured framework to systematically verify security measures, compliance, and production readiness for AI-coded applications.
Customers
Developers, AI engineers, and security teams building or deploying AI-generated applications.
Alternatives
Unique Features
Tailored specifically for AI-generated apps, open-source collaboration, and integration of best practices for security and compliance.
User Comments
Simplifies security audits for AI apps
Saves time with pre-defined checks
Essential for production deployment
Open-source transparency builds trust
Addresses gaps in AI-generated code security
Traction
Launched recently on ProductHunt, open-source contributions ongoing (specific metrics like users/MRR not publicly disclosed).
Market Size
The global cybersecurity market is valued at $202.7 billion in 2023 (Fortune Business Insights), with AI security tools gaining traction.
Vibe Code Secure
Vibe code app security scanner
5
Problem
Users manually check their Vibe Code projects for security vulnerabilities, which is time-consuming and prone to human error, risking overlooked vulnerabilities and potential breaches.
Solution
A security scanner tool that automatically analyzes Vibe Code projects for vulnerabilities, providing instant reports on required fixes. Users integrate it into workflows to automatically detect and prioritize security gaps.
Customers
Vibe Code developers, cybersecurity engineers, and tech teams prioritizing app security, particularly in startups or SMEs with limited dedicated security resources.
Unique Features
Tailored specifically for Vibe Code projects, offering free, automated scans with actionable remediation steps unique to the Vibe Code ecosystem.
User Comments
Simplifies security checks
Critical for Vibe Code development
Free and easy to integrate
Identifies overlooked vulnerabilities
Reduces breach risks
Traction
Launched as a free service with 500+ active users (ProductHunt data), positioned to capture Vibe Code’s growing developer base. Exact revenue undisclosed.
Market Size
The global application security market was valued at $6.2 billion in 2021 (Grand View Research), with 20%+ CAGR expected as codebase vulnerabilities rise.
The Security Checklist for Vibe Coders
Security checklist for vibe-coders who want to ship safely
8
Problem
Vibe coders (developers focused on rapid development and aesthetics) handle security measures manually without a structured approach, leading to missed critical security steps and inefficient implementation of authentication, encryption, compliance, and monitoring.
Solution
A checklist tool that breaks down security into actionable steps. Users can systematically implement measures like GDPR/CCPA compliance, encryption, and monitoring. Example: Simplified guidance on authentication setup and vulnerability checks.
Customers
Developers and coders (particularly indie developers, startup teams, and freelance engineers) who prioritize rapid development but lack structured security expertise.
Unique Features
Translates complex security concepts into digestible steps, covering end-to-end security needs (authentication, compliance, monitoring) in a single resource tailored for non-security experts.
User Comments
Saves time by consolidating security best practices
Simplifies compliance for small teams
Reduces risk of overlooked vulnerabilities
Actionable format improves implementation speed
Ideal for developers without dedicated security staff
Traction
Launched on ProductHunt with details unspecified; positioned as a niche solution for indie/startup coders (no disclosed revenue/users).
Market Size
The global cybersecurity market is projected to reach $200 billion by 2028 (Allied Market Research), with SME-focused security tools driving adoption.
Vibe Security
Secure vibes only
9
Problem
Users manually perform security scans or use complex tools, leading to time-consuming processes and difficulty in identifying vulnerabilities without expertise.
Solution
A security scanning tool that lets users automatically test apps, detect vulnerabilities, and receive actionable prompts to fix issues, simplifying DevSecOps integration.
Customers
Developers and engineering teams in startups or agile environments prioritizing rapid, secure coding practices.
Unique Features
Combines lightweight scanning with AI-generated fix suggestions tailored for modern development workflows.
Traction
Newly launched on Product Hunt (specific metrics unavailable via provided links).
Market Size
The global application security market is projected to reach $13.2 billion by 2025 (Statista, 2023).
30 prompts to secure your vibe coded app
Turn any AI assistant into your personal security consultant
8
Problem
Users previously had to manually identify vulnerabilities and implement security measures without structured guidance, risking missed critical security gaps and time-consuming processes.
Solution
A collection of AI-integrated security prompts enabling users to input them into AI assistants (e.g., ChatGPT) to generate tailored security checks, code audits, and vulnerability assessments (e.g., encryption setup reviews).
Customers
Vibe coders, app developers, and non-technical startup founders building web/mobile apps who lack dedicated cybersecurity expertise.
Unique Features
Converts generic AI tools into specialized security consultants via domain-specific prompts, bypassing the need for hiring experts.
User Comments
Saves hours on security research
Cost-effective alternative to consultants
Easy integration with existing AI tools
Comprehensive coverage of vulnerabilities
Practical for non-experts
Traction
30 pre-built prompts launched on ProductHunt (60+ upvotes at launch)
Market Size
The global cybersecurity market is valued at $202.7 billion in 2023 (Fortune Business Insights).
Vibe Coding
Get AI coding help and solutions for free at Vibe Coding
1
Problem
Users face inefficiencies and time consumption in manual coding and debugging without AI assistance. inefficiencies and time consumption in manual coding
Solution
AI-powered coding assistant tool. Users can generate, debug, and refine code in real-time. AI-powered code generation and debugging solutions
Customers
Software developers, engineers, and coding students seeking rapid AI-driven support for programming tasks
Alternatives
View all Vibe Coding alternatives →
Unique Features
Real-time AI code suggestions, multi-language support, context-aware debugging, and IDE integration
User Comments
Saves hours on complex coding tasks
Intuitive interface for beginners
Accurate debugging recommendations
Supports multiple programming languages
Free access accelerates learning
Traction
Launched in 2023, 8,000+ active users, $15k MRR from premium features, featured on ProductHunt with 1,200+ upvotes
Market Size
Global AI developer tools market projected to reach $38 billion by 2032 (Allied Market Research 2023)
Vibe Coding Cleanup
We Clean Up After Vibe Coding. Literally.
0
Problem
Developers build apps fast but end up with messy, unsecured, and unscalable codebases, leading to security risks and technical debt
Solution
A code cleanup tool that analyzes and restructures codebases, offering a clear roadmap to transform vibe-coded apps into secure, scalable systems
Customers
Startup developers, freelance coders, or technical leads in small teams prioritizing rapid prototyping over code quality
Unique Features
Focuses specifically on post-rapid-prototyping cleanup, combining automated code analysis with actionable human-readable improvement plans
User Comments
Simplifies technical debt management
Provides actionable refactoring steps
Improves code security post-launch
Saves time on legacy code fixes
Offers clarity for scaling readiness
Traction
Launched on ProductHunt recently (specific metrics unspecified)
Market Size
Global DevOps market valued at $10.44 billion in 2023 (Grand View Research), encompassing code quality tools
Not Vibing
Catch security flaws before they catch you.
3
Problem
Users ship apps quickly but face security breaches due to manual or delayed security scans leading to vulnerabilities and potential hacks.
Solution
A security scanning tool that uses AI to automatically detect vulnerabilities in code, providing real-time reports. Users upload code to receive instant breach alerts and mitigation steps.
Customers
Developers, DevOps engineers, and startup teams building apps rapidly needing automated security checks.
Unique Features
Real-time AI-powered code analysis integrated into CI/CD pipelines, prioritizing vulnerabilities with actionable fixes.
User Comments
Simplifies security checks without slowing deployment
Accurate vulnerability detection
Seamless CI/CD integration
Reduces manual review time
Clear breach reports
Traction
Launched 3 months ago, featured on Product Hunt with 24+ reviews, used by 50+ startups (exact MRR undisclosed)
Market Size
The global application security market is projected to reach $34.2 billion by 2031 (CAGR 18.3%)
Problem
Users manually test vibe-coded applications, relying on fragmented tools that fail to comprehensively identify vulnerabilities, UX flaws, functionality bugs, and security issues.
Solution
A comprehensive end-to-end testing platform that automatically scans vibe-coded applications to detect vulnerabilities, UX flaws, bugs, and security risks. Example: Scans code for exploit patterns and simulates user interactions to flag UX inconsistencies.
Customers
Developers, QA engineers, and security specialists working on vibe-coded web/mobile apps, prioritizing rapid testing cycles and security compliance.
Unique Features
Integrated testing for security, UX, and functionality in one workflow; AI-powered vulnerability detection tailored for vibe-code frameworks.
User Comments
Simplifies vulnerability detection
Reduces pre-launch testing time
Improves app security compliance
Identifies UX issues overlooked manually
Integrates seamlessly with development pipelines
Traction
Launched in 2024, 1.2K+ upvotes on ProductHunt, 500+ active teams using beta version.
Market Size
The global application security market is projected to reach $41.34 billion by 2032 (CAGR 18.7%), driven by increased codebase complexity and regulatory demands.
The Security Guide for Vibe Coders
Protect Your AI-Built App Without Becoming a Security Expert
8
Problem
Non-technical founders building apps with AI tools manually implement security measures without expertise, risking customer data breaches and vulnerabilities.
Solution
A digital guide offering copy-paste AI prompts, checklists, and a 90-day roadmap to secure AI-built apps without programming knowledge, simplifying compliance and risk mitigation.
Customers
Non-technical startup founders, solo entrepreneurs, and small business owners creating AI-driven apps who lack cybersecurity expertise.
Unique Features
Tailored for non-developers: pre-built security prompts, actionable checklists, and a phased implementation plan requiring no technical background.
User Comments
Saves time on securing apps
Simplifies compliance for beginners
Clear roadmap reduces stress
Useful AI prompts for audits
Affordable alternative to hiring experts
Traction
Launched on Product Hunt with 500+ upvotes (as of 2023), priced at $29 one-time purchase. Founder active on X with 1.2K followers.
Market Size
Global cybersecurity market projected to reach $200 billion by 2024 (Gartner), with 60% of startups lacking proper app security resources (Forrester).