Muhammad Ayan Malik

Muhammad Ayan Malik

Founder. Developer. Student

About

Founder of Virgil. I build AI tools that make software development faster and more secure. Interested in cybersecurity, developer experience, and startups. I enjoy taking ideas from a blank page to a product used by real people, and I'm always happy to connect with founders, developers, and makers building the future.

Badges

Tastemaker
Tastemaker
Gone streaking
Gone streaking

Maker History

  • Virgil
    VirgilA security scanner that tells you what not to fix
    Jul 2026
  • 🎉
    Joined Product HuntJuly 28th, 2026

Forums

1d ago

I hired a real engineer to review my vibecoded app, and watched her face while she read it

Paid someone to do a code review last week, first actual engineer to ever see what I'd built. Watched her scroll for a solid two minutes without saying anything. Then: "okay, so, this works, but why does this file talk to three different places to do one thing?"

I didn't have an answer. I'd asked the AI for a feature, it worked, I moved on, asked for the next feature, it worked, moved on again. Never once looked at whether feature three quietly duplicated logic from feature one. The app functioned perfectly the whole time. It just also had, apparently, three slightly different versions of the same idea living in different corners of the codebase.

What got me wasn't that it was bad, she was actually kind about it, said this is completely normal for anything built fast. What got me was realizing I'd been measuring progress purely by "does it work when I click it," and that measurement had been quietly lying to me the entire time.

I don't think the answer is doing it slower from scratch. I think it's that at some point, someone who actually reads code needs to look at the whole thing, not feature by feature.

Virgil - A security scanner that tells you what not to fix

Virgil is an AI-assisted security audit platform for source code. Security at this moment essential for vibe coded applications and indie developers. It runs the scan in a sandbox, clusters duplicate findings, drops unreachable dependency CVEs, and ranks what to fix this week, with explanations grounded in your actual code. Open source, pay per audit, 3 free scans. You can find the web app at virgilhq.app, or download the cli: pipx install virgilhq&&virgil login&&virgil scan .
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