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Test Fleet Optimization and A2A Resilience

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Linked challenge: CrewAI Robotaxi Fleet Manager with Claude Opus 4.1 & A2A Protocol

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Linked challenge
CrewAI Robotaxi Fleet Manager with Claude Opus 4.1 & A2A Protocol

Prompt source

Original prompt text with formatting preserved for inspection.

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Run multiple simulated scenarios, including sudden increases in demand, unexpected vehicle breakdowns, and traffic jams. Observe how your CrewAI agents, using Claude Opus 4.1 and A2A communication, adapt and optimize the fleet. Evaluate the efficiency of resource allocation and the speed of incident resolution. Analyze your A2A communication logs to ensure proper information flow.

Adaptation plan

Keep the source stable, then change the prompt in a predictable order so the next run is easier to evaluate.

Keep stable

Preserve the rubric, target behavior, and pass-fail criteria as the baseline for evaluation.

Tune next

Adjust fixtures, mocks, and thresholds to the system under test instead of weakening the assertions.

Verify after

Make sure the prompt catches regressions instead of just mirroring the happy-path examples.