Test an AI workflow where people actually use it
https://patrickz.ai/learn/test-ai-in-real-conditions/

OUTCOME
Create a field-test checklist covering poor connectivity, interruptions and recovery.

YOU NEED
A prototype or paper mock-up and three realistic user situations.

1. Describe the setting
Record the device, available time, network quality and likely interruptions. Use an ordinary example such as checking a delivery address on a phone.

2. Trace one task
Write each action from opening the tool to confirming the result. Mark places where a wrong answer or repeated tap could cause a problem.

3. Test three failures
Try missing data, a slow connection and an interrupted session. Decide what the user should see and how their previous work is preserved.

4. Write a recovery rule
For each failure record the visible message, the safe next action and the information needed to resume. Test with someone who did not design the interface.

PROMPT
Review this workflow in its actual setting. Task: [task]. Device and conditions: [conditions]. List three realistic failures. For each give a visible user message, a fallback, a recovery step and a test I can perform. Do not assume a reliable network or full attention.

EXAMPLE / EXPERIMENT
If an upload is pending, the screen should say pending. A reassuring checkmark before server confirmation makes the workflow harder to trust.

CHECK YOUR RESULT
[ ] Pending, successful and failed actions are distinguishable.
[ ] Interruptions do not silently discard work.
[ ] A new user can recover without reading developer logs.

IF IT FAILS
If every test happens on your development laptop, borrow a slower device or throttle the connection. Record simulated conditions honestly rather than claiming a field trial.

MY RESULT / NEXT CHANGE