Sunday Setup: My 15-Minute AI Agent Stack Review (The Checklist I Actually Use)

Every Sunday morning — before the week cranks up — I spend 15 minutes reviewing my AI agent stack. Not to babysit it. The system runs itself. But to make sure the infrastructure is healthy, the queue is loaded, and nothing is quietly failing in the background.

If you are running any kind of AI automation setup, this is the most leveraged quarter-hour of your entire week.

Here is exactly what I check — and why.

1. Asana Inbox — 2 Minutes

First stop: the inbox. My agents escalate anything outside their swim lane here automatically — partnership emails that need a human response, finance items, anything ambiguous. Most Sundays there are two to five flagged items. I clear them fast.

What to look for: anything sitting in “Awaiting Approval” or tagged “Operator Review Needed.” If an agent is confused about something, the inbox is where you find out.

2. Cron Health Check — 3 Minutes

I pull up the daily watchdog report — a summary of every agent run from the past 7 days. Green is pass. Yellow is an intentional skip. Red is a failure I need to investigate before Monday hits.

I am not looking for one-off errors — those happen. I am looking for recurring reds on the same skill. Two consecutive failures on a cron job means something structural broke, not just a fluke API timeout.

This past week: two Metricool auth errors for Bluesky and TikTok. Platform disconnections. Sixty-second fix to reconnect in the dashboard. Done.

3. Content Queue Check — 3 Minutes

I open Airtable and scan the Keywords table. How many items are sitting in “Queued” status? If the queue drops below five, I add new keywords before I close the laptop — usually pulled from recent market intelligence sweeps.

I also skim the Social Queue. My agents generate social drafts throughout the week, but a quick human scan before they auto-post catches anything weird before it goes live.

4. Outreach Campaign Pulse — 3 Minutes

One look at the Instantly campaign: how many leads were added this week, what is the open rate trending, and did any positive replies come in that need a human response?

Positive replies get moved to the top of my Monday task list immediately. Everything else stays in the agent queue. I am not here to do outreach manually — I am here to manage the system that does it.

5. Pick One Improvement — 4 Minutes

This is the most important step. Every Sunday I choose one thing to improve in the stack. Not ten. One.

Maybe it is updating a prompt that is producing inconsistent output. Maybe it is adding a new keyword source. Maybe it is fixing a skill that keeps hitting rate limits. Small weekly improvements compound hard — my n8n morning workflows started as one simple automation and now handle my entire content briefing pipeline before I wake up.

Pick one. Ship it. Log it. Move on.

The Setup Mindset

The goal is not to control your agents — it is to trust them. This 15-minute check is what earns that trust. When you know the stack is healthy, you can actually close the laptop and let it run.

That is the whole point of 自主人工智慧代理: they work when you are not. Your job is to keep the system healthy and the queue stocked.

Run the Sunday Setup this week. You will find at least one thing to fix — and one thing to be genuinely proud of.

What does your weekly AI review look like? Drop it in the comments — I read every one.