Unverified50% confidenceFactExact time
The rollout length of long-horizon agents has been extended to several hours and on the order of nearly a million tokens.
1
Sources
50%
Confidence
Long-term
Relevance
10/12/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedLong-horizon agents need to maintain task state over timeframes of hours or even days, involving key technologies such as context window management, task decomposition and planning, and state persistence.68% similarUnverifiedWith Agent assistance, if a team produces multiple deployments per day and each build artifact is several hundred MB to several GB, the difference between 30-day and 90-day history retention could mean several times the storage bill.67% similarUnverifiedManually walking through a moderately complex app may take 4–8 hours, while structured tools can compress the time to a few minutes.65% similarUnverified循环运行超过12小时以上往往收益有限，一个中等复杂的编程循环跑12小时成本可能突破数十美元64% similar
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