Chirag Nahata

SynapseAudit - AI-Powered Security Auditing for Developers

SynapseAudit is an AI-powered security tool for developers, detecting 50+ code vulnerabilities across 20+ languages using LLMs like GPT-4. It offers inline fixes, test case generation, and full local analysis—privacy-first, seamless, and GitHub-integrated.

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Chirag Nahata
Maker
📌

Thrilled to share SynapseAudit with everyone on Product Hunt! 🚀

Built by our team at Digidenone, SynapseAudit is an AI-powered security ecosystem designed to blend seamlessly into a developer’s workflow — with tools like a VS Code extension, Chrome extension, desktop app, mobile apps, PWA, and a dedicated website.

At its heart is our own proprietary threat detection engine, built entirely in-house to scan and identify critical vulnerabilities directly in your code. It can even automatically generate targeted test cases, helping developers quickly verify and fix issues.

Privacy-first by design: no telemetry, no tracking, and no source code ever sent outside your environment. While you can optionally integrate your preferred LLMs (like GPT-4, Claude, or local fine-tuned models) for richer context, the core analysis is fully local — so your code stays yours.

Huge shoutout to my amazing teammates who made this possible: @snigdhaghosh, @shamonnoy_halder, @somyadipghosh, Rajarshi Bhowmik, Ariyan Bhattacharjee and Hitesh Kumar Roy. 🛡️✨

We’d love to hear your feedback, questions, or suggestions!

Shamonnoy Halder

SynapseAudit is redefining the future of secure software development.

By seamlessly integrating advanced language models like GPT-4, Claude, and Gemini alongside traditional static analysis, it delivers an unmatched level of precision in detecting and remediating vulnerabilities.

What truly sets SynapseAudit apart is its offline-first architecture—ensuring privacy-first development without sacrificing performance. This makes it a go-to solution for privacy-conscious teams and organizations.

From real-time code feedback in your IDE and automated security-focused test generation to deep GitHub workflows, every feature is purpose-built to boost developer productivity while enforcing robust security practices.

Whether you're shipping code for an enterprise, contributing to open-source, or building solo, SynapseAudit empowers you to write safer code with speed and confidence.

It’s not just a tool—it’s a core part of the modern secure development lifecycle.

Purba Saha

Its a Great initiative by Digidenone to build SynapseAudit
Its working Great
chilling and vibing with SynapseAudit

Rajarshi Bhowmik

SynapseAudit is an incredible AI-powered VS Code extension—instantly detects vulnerabilities, offers smart fixes, and integrates with GitHub. Zero setup, real-time insights, and amazing developer experience. A must-have for secure coding!