Pattern Summary
Watch + Wait is a passive monitoring pattern where the agent observes a condition, event stream, or state change and takes action only when a predefined threshold or trigger is met. It enables responsive, context-aware behavior without interrupting the user unnecessarily.
This pattern is ideal when user action is not immediate or when timing/context significantly influences relevance. It allows the agent to remain observant and supportive without being intrusive.
When to Use It
Use Watch + Wait when:
- A trigger condition needs to be met before action is taken
- The agent is monitoring evolving context or user behavior
- You want to offer timely, situational nudges or assistance
- Tasks are long-running or progress asynchronously
- The agent needs to stay aware without constant interaction
Common examples include detecting when a user hasn’t responded within a set timeframe, flagging when a file upload completes, or alerting when an error pattern re-emerges.
How It Works
- Observation Setup: Agent subscribes to relevant signal(s), events, or state changes
- Passive Monitoring: The agent monitors without interfering or surfacing UI
- Trigger Met: A defined condition, threshold, or pattern is detected
- Response: The agent takes appropriate action (notify, suggest, initiate a follow-up)
This may run in the background continuously or on a time-boxed schedule.
Fit Assessment
Use this pattern if:
- You’re tracking asynchronous workflows or latent behavior
- The agent needs to be available but not distracting
- The system supports contextual sensing (time, status, error, input patterns)
Avoid using it when:
- Real-time action is required without delay
- Passive monitoring would miss key moments
- It would create noise or false positives for the user
Acceptable Dependencies
✅ Access to relevant state, signals, logs, or telemetry
✅ Clear trigger conditions or thresholds
✅ Mechanism to surface awareness only when needed
✅ Optional: escalation strategy if trigger is not met in a given window
Unacceptable Dependencies
❌ Constant polling or UI pings with no strategic trigger
❌ Alerting without actionable insight
❌ Watchers that never timeout, expire, or self-resolve
Implementation Starter Guide
- Define what the agent is watching — and why
- Establish clear rules for when it should surface something
- Design the response to be helpful, not disruptive
- Allow users to snooze or disable specific watches if needed
- Make monitoring visible in logs or observability layers
Example: Project Deadline Monitor
The agent tracks key project milestones. If a task hasn’t moved in 3 days:
"This task hasn’t been updated recently. Would you like help unblocking it or notifying the owner?"
[Notify Owner] [Snooze] [Dismiss]
Strategic Value
- Enables low-friction, context-sensitive support
- Reduces noise by acting only when necessary
- Builds trust by being quietly useful, not noisy or needy
Watch + Wait reinforces the value of intelligent presence - the agent is there, aware, and useful when it matters.
Tags
Pattern Type: Monitoring, Timing, Context-Aware
Scope: System-level, Cross-session
Recommended UI Modes: Toast, Inline Notification, Passive Card
Agentic patterns are reusable behavior templates that describe how AI agents interact with users. They help teams design, communicate, and build intelligent features by giving clear, modular labels to actions like asking, watching, suggesting, or pausing. Used in product, design, and engineering, they simplify complex agent logic into understandable, composable parts.