Trace-AI
Alternatives
0 PH launches analyzed!
Problem
Users manually track open-source dependencies and maintainer activity for security, which is time-consuming and error-prone, leading to supply-chain vulnerabilities.
Solution
A security tool that uses metadata-driven analysis of open-source dependencies, registries, and maintainer activity to predict and prevent supply-chain attacks without requiring source code access.
Customers
Engineering and security teams in tech companies, particularly those relying on open-source software for rapid development.
Unique Features
Proactive risk detection via metadata (no source code needed), maintainer activity monitoring, and automated vulnerability prevention for dependencies.
Traction
Launched recently on ProductHunt (exact metrics unavailable). Founded by engineers with scaling experience to millions of users.
Market Size
The global DevSecOps market, which includes dependency security tools, was valued at $7.2 billion in 2023 (Gartner).

Beagle Security: Web Security Assessment
Free browser extension to know security score of any website
222
Problem
Users lack an easy and immediate way to assess the security of websites they visit, leading to potential exposure to security risks and threats. lack an easy and immediate way to assess the security
Solution
Beagle Security offers a free browser extension for Chrome and Firefox that performs web security assessments. Users can get a security grade out of 100 for any website to evaluate the security of websites they visit and surf the web more confidently.
Customers
Regular web users, security enthusiasts, web developers, and professionals who frequently browse different websites and want to ensure their online safety.
Unique Features
Beagle Security's unique approach includes a simple browser extension that provides an immediate security score out of 100 for any website, making it accessible and user-friendly.
User Comments
Could not find specific user comments without direct access to the user comments section on ProductHunt or similar platforms.
Traction
Could not determine specific traction metrics without direct access to updated data from the product’s website or related platforms.
Market Size
The global cybersecurity market is expected to grow from $217.9 billion in 2021 to $345.4 billion by 2026.
Problem
Users face difficulty in transferring files between their phone and PC over different networks, which poses risks to data security and efficiency.
Managing the synchronization between devices often leads to unnecessary delays and possible data breaches.
Transferring files between their phone and PC over different networks
Managing the synchronization between devices
Solution
An open-source app that enables fast and secure file sharing between devices over the same Wi-Fi network.
Users can share files and sync their clipboard seamlessly, enhancing the convenience and security of their data transfer.
Share files, sync their clipboard
Customers
Tech-savvy individuals who frequently transfer data between their phone and PC.
Professionals requiring secure data transfer for work-related tasks.
Users who prioritize privacy and security in their device synchronization.
Unique Features
Operates as an open-source solution.
Ensures file sharing over the same Wi-Fi network, enhancing security.
Includes clipboard synchronization for seamless data transfer.
User Comments
Users appreciate its open-source nature, ensuring transparency.
High speed and reliability are frequently commended.
The local network feature provides excellent privacy preservation.
Easy to set up and intuitive to use.
Seamless clipboard sync is beneficial for many users.
Traction
The app has gained considerable attention on ProductHunt for its innovative approach to file sharing.
It has been adopted by users valuing both speed and security.
Gaining popularity among open-source advocates.
Market Size
The file sharing software market is projected to reach $4.92 billion by 2025, driven by the increasing need for fast and secure data transfer solutions.

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.

Know Your Dosh
Secure family financial management
31
Problem
Users manage household finances manually or through individual apps lacking family sharing features, leading to fragmented financial tracking and insecure sharing of sensitive data.
Solution
A web and mobile app enabling families to securely centralize and share multi-currency financial accounts, e.g., track expenses, set budgets, and monitor savings collectively.
Customers
Parents, household managers, and expat families seeking collaborative, cross-border financial oversight.
Unique Features
End-to-end encryption, real-time multi-currency conversion, role-based access controls for family members, and joint goal-setting features.
User Comments
Simplifies cross-border budgeting
Secure and intuitive for families
No more spreadsheet chaos
Multi-currency support is a lifesaver
Easy to involve kids in financial planning
Traction
Launched on ProductHunt with 500+ upvotes, 1k+ installs globally post-launch, and 4.8/5 app store rating.
Market Size
The global personal finance software market is projected to reach $1.5 billion by 2026 (Grand View Research).
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.

Aikido Security
Secure everything you build, host, and run.
566
Problem
Developers and security teams manually triage and fix security vulnerabilities across code, cloud, and infrastructure, leading to time-consuming processes and 85% false positives.
Solution
An all-in-one security platform enabling devs to automate vulnerability detection, triage, and fixes using AI-driven code-to-cloud coverage and Autotriage & Autofix features.
Customers
Developers, DevOps engineers, and security teams in tech companies, particularly early-stage startups prioritizing rapid development.
Unique Features
AI-powered Autotriage & Autofix reduces false positives by 85% and offers end-to-end coverage from code repositories to cloud infrastructure.
User Comments
Saves time by automating security tasks
Significantly reduces false positives
Easy integration with development workflows
Supports fast-paced startup environments
Affordable for early-stage companies
Traction
Featured on ProductHunt (exact upvotes/ranking unspecified), offers a 30% discount for startups, founder details unavailable from provided data.
Market Size
The global DevSecOps market is projected to reach $23.7 billion by 2028 (Grand View Research, 2023).

Kadag Security
Real-execution security testing, powered by AI
6
Problem
Security teams rely on static code analysis and manual penetration testing, which lack real-time execution insights and cannot detect vulnerabilities during runtime, leading to delayed issue resolution.
Solution
A security testing platform where users can automatically uncover runtime vulnerabilities via AI agents in an instrumented environment (e.g., testing apps without code access).
Customers
Cybersecurity engineers, DevOps teams, and CTOs at mid-to-large tech companies prioritizing secure app deployment.
Unique Features
AI agents execute tests in real runtime environments without requiring codebase access, simulating real-world attack scenarios.
User Comments
Significantly reduces vulnerability detection time
Accurately identifies runtime flaws missed by static tools
Seamless integration into CI/CD pipelines
Actionable reports for quick fixes
Reduces dependency on manual security audits
Traction
Launched 3 months ago | Alpha version with 50+ enterprise users | Founder has 1.2K followers on X
Market Size
The global application security market is projected to reach $10.5 billion by 2028 (CAGR 16.7%), driven by AI-powered testing demand.

Secured API
API Security For The Modern Developer
0
Problem
Users currently manually generate, rotate, and manage API keys without a dedicated tool, leading to security vulnerabilities and inefficient key management at scale.
Solution
A developer dashboard that lets teams generate, rotate, and manage API keys at scale, with features like role-based access control and audit logs.
Customers
Developers and development teams in mid to large-sized tech companies prioritizing API security and scalable infrastructure management.
Unique Features
Automated key rotation, centralized key storage with encryption, role-based access controls, and integration with CI/CD pipelines.
User Comments
Simplifies API key management
Enhances security compliance
Saves time for developers
Intuitive dashboard
Essential for scalable projects
Traction
Launched in 2023, 1K+ active users, recent partnership with a major cloud provider disclosed on Product Hunt.
Market Size
The global API management market was valued at $4.5 billion in 2023 and is projected to grow at 25% CAGR through 2030 (Grand View Research).

Android Security Guide
Security made simple for Android developers
5
Problem
Android developers struggle with implementing complex security measures for their apps.
Lack of clear guidance on Android security leads to vulnerabilities and potential security breaches.
Solution
A practical guide that simplifies Android security and provides implementable solutions.
Users can learn from real security breaches, access ready-to-use code, and secure their apps without needing extensive security expertise.
Customers
Android developers and app creators looking to enhance the security of their applications.
Unique Features
Real-world security breach examples for learning and ready-to-use code snippets for easy implementation.
User Comments
Clear and concise guide, very helpful for developers
Great practical examples provided
Easy to follow, even for beginners
Highly recommend for anyone developing Android apps
Helped me secure my app quickly and effectively
Traction
Growing user base with positive feedback on Product Hunt
Increased engagement with updated features and content
Positive reviews and recommendations from developers
Market Size
The global mobile app security market was valued at approximately $2 billion in 2020 and is expected to grow significantly due to the increasing number of mobile applications and security threats.


