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CoworkOS:Scaling Agent Coworkers for Real-world Automation

Rapid advances in cowork agents are shifting human-AI collaboration toward real-world automation, delivering software, designs, and other artifacts. However, such productivity work demands both high-q

  • Upvotes52
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#2Peak rank
2Days on list
319Score · 7d
Nov 3, 2026First seen
Rank · 7 days

About this paper

CoworkOS is a long-horizon agent harness that separates strategy from execution, supports human-in-the-loop collaboration via shared artifacts, and improves model performance through sustained automated post-training.

Rapid advances in cowork agents are shifting human-AI collaboration toward real-world automation, delivering software, designs, and other artifacts. However, such productivity work demands both high-quality delivery on complex productivity tasks and continued monitoring and decision-making over long horizons, a combination that remains an open challenge. We introduce CoworkOS, a general-purpose harness for long-horizon work that separates task strategy from execution management: the model decides actions, delegation, and acceptance, while the runtime maintains state and feedback. Its three-layer architecture enables direct execution or delegation to Subagents, synchronously or…

cowork agentslong-horizon workSubagentshierarchical workspacespersistent semantic memoryhuman-in-the-loopautomated post-training
Upvotes
52
Authors
40
Published
Nov 2, 2026

Summary and abstract excerpt via Hugging Face Papers ↗ · arXiv.

Trending history

CoworkOS:Scaling Agent Coworkers for Real-world Automation was first seen on Hugging Face · Daily papers on Nov 3, 2026. Since then it has appeared in 10 checks on 2 different days. Its best position was #2 of 30, reached on Nov 3, 13:28 UTC. It dropped off the list after Nov 4, 03:28 UTC.

Rank history

Position on Hugging Face · Daily papers at every check (lower is better).

#1#11#20#30 09:2813:5818:2822:5803:28 Nov 3, 09:28 UTC · #4Nov 3, 11:28 UTC · #3Nov 3, 13:28 UTC · #2Nov 3, 15:28 UTC · #2Nov 3, 17:28 UTC · #3Nov 3, 19:28 UTC · #3Nov 3, 21:28 UTC · #4Nov 3, 23:28 UTC · #4Nov 4, 01:28 UTC · #4Nov 4, 03:28 UTC · #4

Last 14 days

Best rank per day (UTC).

Oct 26today

Metric history

Platform metric as reported by Hugging Face.

0295989 09:2813:5818:2822:5803:28 Nov 3, 09:28 UTC · 52Nov 3, 11:28 UTC · 57Nov 3, 13:28 UTC · 78Nov 3, 15:28 UTC · 84Nov 3, 17:28 UTC · 85Nov 3, 19:28 UTC · 86Nov 3, 21:28 UTC · 86Nov 3, 23:28 UTC · 87Nov 4, 01:28 UTC · 88Nov 4, 03:28 UTC · 89

Questions

Is CoworkOS:Scaling Agent Coworkers for Real-world Automation trending on HF Daily Papers right now?

Not at the moment. It was last on the list on Nov 4, 03:28 UTC, after 2 days of trending.

What is the highest rank CoworkOS:Scaling Agent Coworkers for Real-world Automation reached?

#2 on Hugging Face · Daily papers, on Nov 3, 13:28 UTC. Trendoday checks this list every 120 minutes.

How long has CoworkOS:Scaling Agent Coworkers for Real-world Automation been trending?

It was first seen on Nov 3, 2026 and has been on the list on 2 days (10 checks) since.