Performance, monitoring, and cost

Methods to understand

Monitor availability, latency, errors, and actual usage. Set per-task limits for time, length, and API budget. Alerts should state the specific failure and an actionable response rather than an ambiguous count.

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 "Performance, monitoring, 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