DISCIPLINE / AI & AUTOMATION
Build automation you can explain and verify.
Turn repetitive tasks into tested workflows with clear inputs, evaluation and human oversight.
A useful result must be repeatable, observable and reviewable.
AUTOMATION EXERCISE
Define the test before the automation
Select a routine workflow and write acceptance checks, exception handling and a human-review step before choosing an implementation.
Browse related coursesASTORIANS / THE PERSPECTIVE
Responsible automation starts before the prompt.
Define a task, acceptance criteria and boundaries before selecting tools. Inspect data and outputs, measure errors and decide where review belongs.
STRUCTURED PROGRESSION
A way to approach the discipline.
01
Specify
Inputs, constraints and success criteria
02
Implement
Reusable steps and safeguards
03
Evaluate
Test outputs and failure conditions
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