If you are still using slow, generative LLMs for agent logic routing, you are building in the past.
For Grux AI: the only 100% free, open-source Mac agent ecosystem for founders - latency and token costs are the ultimate killers.
Generative text models are too slow for instant system decisions. We don't need a chatbot to write a paragraph just to decide if an agent should click a button or execute a bash script.
We need instant, structured, probabilistic decisions.
That is exactly why we are rebuilding the core routing architecture of Grux v3 around Jev’s System One design:
Sub-500ms routing: Triage macOS application states and trigger specialized sub-agents instantly.
Instant safety gates: Sub-100ms Noul (Boolean) true/false validations before executing local terminal commands.
Radical cost collapse: $0.042 per million input tokens with completely free output tokens.
Speed is the only moat that matters for local AI agents. Grux OS v3 is about to feel like it’s running at the speed of thought.
Huge shoutout to Diogo Almeida and the TypeSafe team for letting us under the hood early.
Time to build. 🛠️
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