He Manages AI Like Employees; Commenters Tell Him to Let the Bot Clock Off
Someone designed a multi-bot collaboration workflow that produces a one-screen briefing promptly at 07:30 every day. The first highly upvoted reply in the comments was: My bot clocks off at 23:00; what it finds at 3 a.m. won't wait until dawn to die.
Dep posted a template for a multi-bot collaboration workflow on X, titled “the only bot i talk to.”
The structure isn't complicated: one lead bot, with four function-specific bots underneath. Scout handles information gathering, coder writes code, metrics looks at data, and reviewer does review. Dep only talks to the lead bot; the lead assigns the rest of the tasks.
Every morning at 07:30, after the reviewer finishes running, the lead bot has to deliver a briefing with four sections:
- Decisions I need to make today, max 3, with drafts already prepared
- What has changed in my core metrics, limited to what the reviewer has approved
- New developments in my space, also limited to what has been approved
- Tasks that failed overnight, and why they failed
Hard requirements: it has to fit on one screen, and every item must include a link.
During the day, tasks are assigned to the corresponding bot based on ownership. Dep emphasized one point: when handing off a task, you need to give the goal, context, and “why it needs to be done,” not just throw over a file. If no one owns a task, tell him directly.
After this thing was shared, the comments went in a different direction.
Someone replied: I took another path. My bots clock off at 23:00. What they find at 3 a.m. won't die just because it waits until morning. I'd rather read something fresh in the morning than wake up to a backlog from five bots.
Another reply said the 07:30 briefing schedule sounds like a nightmare.
There's a mismatch here. Dep's design is not essentially a technical solution; it's a management solution. Its assumption is that AI agents should work around the clock like human employees: if something goes wrong, someone has to backstop it; if something produces results, it has to go through a reviewer.
The netizen who told his bots to clock off was poking at another point: much of what overnight automation produces is actually noise. What bots find at 3 a.m. will most likely still be the same things at 9 a.m.; all that's added is the illusion of “processed.”
But one point in Dep's design is worth calling out separately: when handing a task to a bot, pass along the goal, context, and reason, not just a file. This is hedging against an old problem: agents only execute, they don't understand. No matter how finely you break down a task, if you don't give the why, the bot can only spin its wheels on the literal wording.
There's another detail: every item in the briefing must include a link. This is a clumsy way to prevent AI fabrication, but it works.
As for the 07:30 time, a reasonable guess is that he's personally in the habit of getting up early. For other people, clocking off at 23:00 may be the more realistic version.
发布时间: 2026-10-29 00:26