Homework 5: Monitoring

Deadline: 18 May 2026 (Mon), 23:59

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1. Create and Run the Agent (1 point)

get_categories

get_questions

get_trivia

fetch_questions

2. Set Up Monitoring (1 point)

trivia agent

agent run

pydantic_ai.agent

openai.chat

3. Play a Full Session (1 point)

4. Grouping Traces (1 point)

Less than 2,000

2,000 - 10,000

10,000 - 20,000

More than 20,000

5. Get Trace IDs with SQL (1 point)

6. Reconstruct Runs and Calculate Costs (1 point)

Less than $0.01

$0.01 - $0.05

$0.05 - $0.10

More than $0.10

7. Feedback Tracking (1 point)

By using logfire.attach_context() with the session context

By storing feedback in the agent output

By creating a new Logfire project for each run

By using logfire.error() instead of logfire.info()