Automatic Monitoring

14.1. Automatic Monitoring — Continuous, Hands-Free Watching

Directly built on the cron mechanism from chapters 12 and 18

This is the research application of the “boring stack” principle described in chapter 18: the agent gathers information overnight and hands you a summary each morning — the morning briefing is the most popular first job because the risk is low and the usefulness is immediate, folding the calendar, key metrics, and an inbox scan into a single message before you start your workday.

Memory makes each briefing “smarter” over time

This is the difference from an ordinary cron script: memory makes each briefing sharper — the agent learns which numbers you actually care about and stops including the ones you always skip, following exactly the Work Conventions mechanism described in chapter 9.2.

Watch, not manual polling

Monitoring is a natural fit because the agent can observe continuously and only report when something changes — saving you from having to check manually. What you watch can be a competitor’s pricing page, a status page, inventory levels, or search rankings.

Notes

• As per the [SILENT] principle from chapter 12.6, keep the workflow observable — the more steps the agent chains together on its own without review, the more important it is to log what it did and limit what it can touch.
• For multi-step workflows (gather → process → next action), reuse skills saved from earlier runs — each skill is a reusable building block that makes the second run faster than the first.
• The daily briefing is the best “starter” job — low risk, immediate value — before moving on to more complex monitoring jobs like competitor analysis (14.3).