GPT-5.5 Spotted Running Multi-Agent Desktop Orchestration in ShellX Demo

A live demo showed GPT-5.5 coordinating multiple CLI agent sessions simultaneously through a new orchestration API — the kind of infrastructure that turns agents from party tricks into production systems.

A demo of the ShellX Orchestration API surfaced on Friday, showing GPT-5.5 managing multiple AI agent sessions from a single desktop interface, as @MBrezauckis documented. The demo reportedly showed the model coordinating tasks across parallel CLI environments — effectively acting as a supervisor that delegates, monitors, and synthesizes results from multiple subordinate agents.

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