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#telemetry

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  • Agent-infrastructure
    Agentic-coding-research

    Codex Telemetry Shows the Agent Is a Runtime, Not a Chat Window

    After filtering 95% stream-loop noise from 1.18M raw Codex spans, gpt-5.5 sessions show model wait at ~10x tool execution per turn, while gpt-5.4 is closer to balanced. The operator lever is context discipline, not raw tool speed.

    Michael Isaac·May 7, 2026
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