Lesson 8 of 810 min
Learning goal: Design a reliable first AI workflow with evidence checks and human approval.
A reliable workflow defines the outcome, collects approved input, sets evidence/privacy/format limits, creates a structured draft, verifies facts and omissions, and requires human approval for consequential output. Run it manually before automating it.
Turn three articles into a neutral brief with headline, five bullets, uncertainty and sources; open every source.
Automating before understanding failure points.
Map one recurring task’s inputs, AI steps, human checks and approval point.
Curated workflow shortcuts from the Academy library — not necessarily native Claude commands.
What makes it reliable?
Answer: Clear inputs, limits, evidence checks and human approval.