Rahul

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.

I ve been testing the 'Free Tier' limits of the 2026 AI landscape. While everyone swears by Claude 3.7 or GPT-5.2, I m trying to find the 'Golden Ratio' for makers on a zero-budget.

My current findings for the Office Bee MVP:

• The Brain: Gemini 3.1 Pro (via AI Studio) seems to have the highest 'Reasoning-per-Dollar' (free) for deep R&D.

• The Frontend: v0 (Free Tier) for shadcn/ui components.

• The Glue: Bolt.new for the initial scaffold.

The Challenge: Most 'free' models hallucinate complex state management in full-stack architectures.

Might anyone have some open URLs of their Vibe coded prototypes on Lovable / V0 / Bolt / Figma Make or Claude Code? I'm looking for some prototypes without logins to test a new version of our product which we'll be announcing next week. I'd like to check it on some existing Vibes.

Bonus points if you have a task for me to user test for you, I'd gladly share feedback.