Prove the workflow manually
Run the task once with the intended model, tools, and output format. Save the successful method before adding a schedule.
Learning Lab
Automationadvanced 20 min
Automation with oversight
Automation should come after a workflow works manually. Learn how schedules, triggers, approvals, delivery channels, and failure visibility fit together.
0 of 3 observations0%
Add limits before frequency
Choose the minimum required tools, a sensible cadence, cost limits, and an explicit destination for the result.
Create a scheduled taskKeep failures observable
Confirm where errors, approvals, and completions appear. Silent failure is not automation; it is hidden manual work.
Review background statusFinish with an honest check
Complete the lesson only when you performed or deliberately inspected each observation—not simply because you read the page.