I ve spent the last few months obsessed with a specific failure in multi-agent systems: The Black Box Dilemma.

Most MAS setups I see (including my own v1) treat orchestration as "glue code." You have a central manager, a few agents, and a lot of hidden logic. When it fails, you re left guessing. As someone on IndieHackers put it: "You re just parallelizing chaos."

The Shift: From "Dictator" to "Blackboard"

In our latest iteration, we deleted the 430-line monolithic controller. Instead, we implemented a Blackboard Pattern.

Hey Product Hunt community!

I'm a solo maker from Sweden, currently building agentfarm.se. I ve spent the last few months exploring how to make AI agents more accessible and secure for businesses.

I'm a big fan of rapid iteration (yay vibe coding!), but I'm now focusing on the infrastructure needed to actually run these agents reliably and locally. To be honest, I don't have all the answers yet. I see this as a collective exploration into how we ll actually work with AI in the near future.

I m launching tomorrow (Tuesday!), but I m looking for more than just upvotes. I m looking for beta operators curious builders who want to test the limits of these agents with me and help shape the roadmap.

Just a few days to go

ZeroThreat is getting ready to introduce ZeroThreat 3.0: Agentic AI Pentesting, a new layer designed to move beyond vulnerability detection into real exploit validation. 

This isn t just another automated scan. 

Every time you use a cloud AI coding tool, your source code crosses borders, lands on someone else's servers, and is subject to their jurisdiction's laws.

For European companies, this is becoming more than a philosophical concern. NIS2 and GDPR are tightening the rules on where data can go and who can access it.

Curious where this community stands:

- Do you care about where your AI processes your code?

I'm Ion, turning 42 years old in just 5 days, and I've decided this is the year I stop just dreaming and start building. I'm a dad of two amazing kids, always full of ideas sometimes too many but I've finally learned that the real magic happens when you actually share them with the world!

So I'm launching on March 1, a fun browser game, perfect for competitive friends, family game nights, or anyone who loves head-to-head challenges.

A 2-player or 3-player game on the same device that brings people closer.

I m here to learn, support other makers, and meet good people.

I am a Computer Science student doing research into how solopreneurs and small startups create new apps and what their stack looks like. Particularly, I'm interested in how you handle things like authentication, billing, and permissions/authorization in your apps.

Let me know what you're working on below and how you're going about it -- I'd love to connect for some quick calls to learn about your product and talk about your process in building it!

With the advent of clawdbots, it's as if we've all lost our inhibitions and "put our lives completely in their hands."

I'm all for delegating work, but not giving them too much personal/sensitive stuff to handle.

Hey everyone,

I've built my product around traditional SaaS pricing (monthly tiers), but I m starting to wonder if that model is getting outdated, especially with more AI-powered and compute-heavy tools entering the market.
That shift requires real architectural changes, instrumentation, metering, billing logic, and UI changes, not just pricing tweaks. It s something I m starting to seriously think about for my own product.

In particular, AI usage has real COGs (every prompt costs money), and I m seeing more platforms experimenting with usage-based models, or hybrids like SaaS base + usage + overage.

For those of you building AI or compute-intensive tools:

On Product Hunt, I can see many people launching their products using "vibe-coding tools" like @Lovable , @bolt.new , or@Replit

I reckon many people who created something with them are usually developers who didn't have enough time for building a side idea before, but with AI, they could make it happen.