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Seldon Core Deployment

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Linked challenge: Adversarial Strategy Simulator with AutoGen and GPT-5.4 Pro

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Linked challenge
Adversarial Strategy Simulator with AutoGen and GPT-5.4 Pro

Prompt source

Original prompt text with formatting preserved for inspection.

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Write a SeldonDeployment YAML to serve the strategy-evaluation model on Kubernetes. Ensure it includes the proper containers for handling input from the AutoGen orchestrator.

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 source structure until you know which part of the prompt is actually driving the result quality.

Tune next

Change domain facts, examples, and tool context first before you rewrite the instruction scaffold.

Verify after

Validate one failure mode at a time so prompt changes stay attributable instead of getting noisy.