About

Building Zerberus.ai to help SaaS founders crush compliance hurdles and close deals faster. 20+ years in engineering and security leadership across startups and scale-ups. Currently based in London, exploring the intersection of security, automation, and GTM traction.

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Maker History

  • Trace-AI
    Trace-AIKnow What You Ship. Secure What You Depend On.
    Oct 2025
  • 🎉
    Joined Product HuntJune 7th, 2017

Forums

1mo ago

Vibecoding is great until the app starts making decisions with real customer data!

I m curious how others here are thinking about the last mile of vibecoded apps.

It feels like we ve crossed the first threshold: solo founders and small teams can now ship useful products much faster with Cursor, Lovable, Replit, Claude, codex, etc.

But the next problem is less glamorous.

Top 5 AI governance categories builders should know in 2026

One thing I've noticed is that people often look for an "AI governance tool" as if governance is a single category.

In practice, it usually looks more like a stack. Different controls solve different problems, and most teams end up combining several of them as AI agents move from experiments into production.

1. Model Monitoring

This is the layer that helps teams understand how AI systems behave over time. Performance drift, unusual activity, reliability issues, and changing usage patterns tend to show up here first.

2mo ago

What are the 5 tools you simply couldn't do your work without?

This could be related to your industry, or even a side project you're working on.

Here are my 5 (I couldn't function without them):

  1. Grammarly proofreading my texts, not just posts, but also client communication

  2. ChatGPT / Claude mostly brainstorming, help with copy, and summarising

  3. Figma I can put the basic graphics together quickly.

  4. Translator sounds incredibly old-school, but English is not my mother tongue

  5. Gmail and not only for communication, but also for storing ideas and sending myself email reminders for posts

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