Run video annotation overnight so it is done by morning
In a feature rundown from Volcano Engine's Wuhan event, GeekPark reports that one company scheduled its video annotation work for the night: ArkClaw opened the annotation platform on its own before dawn, operated it through the browser the way a person would, and the finished work was ready the next morning. The company is not named and no volumes or time savings are given.
What they did
At Volcano Engine's Wuhan event in April 2026, a speaker described one company's setup: video annotation work was scheduled for night hours, and ArkClaw opened the annotation platform before dawn and worked through it in the browser, clicking through pages the way a person would.
What happened
According to the talk as reported by GeekPark, the finished annotation work was waiting the next morning.
Keep in mind
This is a one-line example from a vendor talk. The company is not named, and there are no volumes, error rates or time savings, so treat it as an illustration rather than a measured result.
Try it with your agent
Every night at <start time>, open <your web-based work platform> in the browser and work through the queue in <project or task list>, following the rules in <your guideline doc>. Skip any item you are unsure about and list it with the reason. By <morning time>, send me a summary of how many items you finished, how many you skipped, and anything that looked wrong.
Replace the <angle brackets> with your own details.