Pavel Gajvoronski

Pavel Gajvoronski

AI Product Builder | 9 SaaS products

Forums

Solo founder building AI compliance + observability tools for EU AI Act deadline

Hey PH community

I'm Pavel, solo founder from Georgia. Building two products:

Complyance EU AI Act compliance for SMBs. Free classifier, no signup. Enterprise tools cost $50K+/year, we built it for $99/month.

TraceHawk MCP-native observability for AI agents. See every tool call, cost, and decision. 2 lines of code.

Building Voice Agents: Real-world experience with MCP & AI Agents?

Hey everyone! With the landscape for building voice agents shifting lately, it feels like we re moving away from heavy, manual API orchestration toward something more streamlined.

How you re currently architecting voice agents. Specifically: Have you used the Model Context Protocol (MCP) to build or provide real-time data/context to your voice agents? Does it actually streamline your tool-calling, or is it more trouble than it's worth?

Would love to hear what's working (and what's breaking) in your current workflow. Drop your thoughts below!

The State of Startups 2026

There's never been a better time to build. AI tools, smaller teams, faster product cycles.

Last year, @Supabase surveyed over 2,000 startup founders and builders to uncover what's powering modern startups: tech stacks, GTM, and approach to AI. [1]

Many things have changed since then, and they want to know what building at startups looks like in 2026.

Rankfenderp/rankfenderImed Radhouani

10d ago

We spent 6 months building for enterprise. Nobody bought it.

We thought we were ready.

Bigger deals. Fewer customers. Better margins. That was the dream.

So we built enterprise features. SSO. Advanced permissions. Audit logs. A whole new pricing tier starting at $2,000/month.

We spent 6 months. Three engineers. One dedicated product manager. Endless meetings about "enterprise readiness."

What's the worst advice you've ever gotten about marketing your product?

I'll go first.

Someone told me: "Just be consistent. Post every day. The algorithm rewards consistency."

So I did.

For six months, I posted every single day. Sometimes at 7am. Sometimes at 10pm. Weekends included. I wrote about our product, our features, our roadmap. I followed all the "best practices" hook in the first line, three takeaways, call to action at the end.

Nika

1mo ago

How do you decide what features should be free and what should be paid?

Let me start from the creator s perspective:
I personally don t have a product (apart from hiring people for creative work or offering personal consultations).

But as a creator, I constantly share content, insights, and information, value that helps me build trust (for free). Based on that perceived expertise, people eventually decide to work with me (a paid service).