Evaluate quality, time, and cost

Understand → practice → verify.

Methods to understand

Record result quality, elapsed time, and actual API cost together. Quality includes correctness, coverage, and usability. Use the same task and criteria for comparisons; answer length is not a quality measure.

Apply the method to a scenario

Goal: complete a clearly scoped work task using AI.
Input: public, task-relevant material.
Acceptance: verifiable results and explicitly marked unknowns.

Practice task

Choose a case related to your work and practice "Evaluate quality, time, and cost". Submit inputs, steps, results, and verification records.

  • Explain the task goal and inputs
  • Provide actual results or runnable deliverables
  • Identify errors, limits, and verification evidence

Saving a record documents your practice. It does not automatically grant certification.