Agent workflows shifted in 6 months: from babysitting 6 windows to one 18-hour autonomous session

gregmushen · x · 2026-10-13

Developer Greg Mushen documents a six-month shift in AI coding agent workflows: in June, short runs requiring heavy human intervention were the norm; now long-running autonomous sessions are standard.

He used to monitor six agent windows in real time — now he casually checks a single window while doing other things. The attached screenshot shows a session running 18hr 41m on Opus 5.5, 91% context used, $755.84 in cost, with multiple background sub-agents handling DB tests, bug tracing, and script writing in 19–52 minute stretches.

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