collaborate.dev: A Shared Agent Desktop Betting on Sub-second Feedback Loops
austinvhuang · x · 2026-08-06
The developer shared an app called collaborate.dev, positioned as a shared desktop for teams and AI agents to collaboratively build artifacts, diagrams, and notes.
The author notes that this product is a bet on the trend of ultra-fast LLM inference (>1K+ tok/sec). He emphasizes that when feedback cycles shrink from 20-30 minutes to sub-second, users can intuitively understand outputs by exploring perturbations and their effects, turning usage into a pure sensory input/output interaction. In contrast, long feedback cycles require users to have a clear mental model before starting, or the system feels highly opaque.
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