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My manifesto against AI "ping-pong" & token waste (and the tool I'm building in public to fix it)

Hey everyone,

Like many of you, I use AI tools (Claude, Gemini CLI) daily. They're powerful, but the constant "ping-pong" (20+ prompts for one feature) and burning $100+/month on repeated context tokens is killing my productivity and my side projects.

I believe the problem isn't the AI, but the lack of memory and orchestration. It's "vibe coding" amplified.

So, I'm building the solution in public: MOSAIQO.

It's a Project Intelligence Platform that sits ON TOP of these tools. It manages context, plans tasks automatically (using AI Planning), orchestrates agents (like Claude/Gemini) to execute code via remote workers (on your own hardware!), enforces TDD, and aims to save 95% of token costs. Think of it as your 24/7 AI co-founder that actually executes.

Today, I launched the official countdown page with my video manifesto explaining the vision:
➡️ https://mosaiqo.dev

The waitlist opens on Nov 3rd, but I'm building the core MVP over the next two weeks and sharing the whole journey (code, bugs, breakthroughs) on Twitter (@boudydegeer).

This is Day 1. Would love your honest feedback on the idea and the manifesto video. Are you feeling this pain too? What are your thoughts?

Thanks for reading!

on October 20, 2025