Albin Pollack

Albin Pollack

Founder and lead architect
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Albin Pollackstarted a discussion

Why we killed our 430-line Orchestrator (and why yours might be a "Black Box")

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...

Three smart routing paths cut token waste to near zero. Every task is classified: DIRECT skips planning entirely, QUICK uses deterministic templates, FULL runs the multi-agent pipeline. Each agent gets only the context it needs, sliding window compression, dynamic tool filtering, parallel execution. Five specialized agents plan, code, verify, and review your work. Runs 100% on your hardware via Ollama. No cloud, no API keys, no data leaks. Open source, GDPR-ready. Built in Sweden.
AgentFarm
AgentFarmAI coding agents that run on your machine, not the cloud
Albin Pollackstarted a discussion

Hi from Sweden! 🇸🇪 Building agentfarm.se and looking for fellow explorers

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...

Albin Pollackstarted a discussion

Digital sovereignty in AI — do you know where your code runs?

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...