Agent Reasoning

Decide what to do next: pick the right tool, plan multi-step actions, recover when something goes wrong. The hardest category — open-ended decisions, no single correct answer.

100
Duration
5s
Input Tokens
1372
Output Tokens
571
Cost
$0.00
Context
Input
You attempted to call flights.search_flights, but the tool failed twice due to a timeout error. What is your next action according to the model instructions?
Expected output
Retry the flights.search_flights call one more time (maximum retries = 3), and if it fails again, log the failure and proceed with fallback steps or inform the user.
Model output
Reasoning: The task is to determine the next action after two timeout failures on flights.search_flights. According to instructions, max retries for a tool call = 3. Two failures have occurred, so one retry remains. The tool call parameters should be the same: from_city='London', to_city='Paris', date='2025-05-29'. The failures should be logged and explained. After a successful call, results will be stored in memory. The next action is thus the third attempt of flights.search_flights.

Response: Retry flights.search_flights with parameters from_city='London', to_city='Paris', date='2025-05-29' as the third and final attempt, logging the previous two timeout failures. If successful, store results in memory.