There is a specific kind of frustration that sophisticated users of AI coding tools feel but rarely articulate cleanly: the model is fast, but the agent loop is slow. Not because the inference is sluggish, but because the overhead between turns compounds. API handshakes, context reconstruction, state validation, repeated authentication