Lesson · 10 min
Check generated code with counterexamples
Turn a correctness claim into a contract, then find an input that breaks it.
Read the lessonAI fluency
Learn to check AI-assisted work
Lesson · 10 min
Ground each claim in supplied sources
Separate support, contradiction and missing evidence, then attach the right source.
Read the lessonLesson · 12 min
Choose context and limit tool permissions
Give an assistant enough evidence to do its task and only the capabilities it needs.
Read the lessonLesson · 12 min
Verify a generated change before claiming success
Reproduce the defect, exercise the patch and state the limit of the evidence.
Read the lessonPractical assessment
Apply the four skills to different fixtures. Check each task to see its criteria and execution evidence. You can revise and retry.
Practical assessment