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Useful agent work beyond a demo
Research briefs, data cleanup, rendered documents, live interfaces, automation limits and the simplest adequate system.
Start learningWhat you’ll learn
A research brief needs traceable evidence
Define a report task with source requirements.
About 5 minutes · Open activity
Data cleanup needs preserved meaning
Specify a transformation using a tiny dataset.
About 5 minutes · Open activity
Document production needs output inspection
Define a usable artifact beyond generated text.
About 5 minutes · Open activity
Browser tasks need state checks
Use observations before actions on a changing interface.
About 5 minutes · Open activity
Routine automation needs a recovery plan
Choose a stable repeated task with clear failure handling.
About 5 minutes · Open activity
Choose the simplest adequate system
Compare a fixed script, an assistant and a persistent agent.
About 5 minutes · Open activity
Make a personal use-case brief
Specify inputs, permitted actions, output evidence and a stopping condition for a research, data, document or coding task.
About 6 minutes · Open activity
Choose an agent for a real need
Compare candidate tools on the same small task and justify a choice using evidence, access and workflow fit.
About 6 minutes · Open activity