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implementation
Setup Pydantic AI Profiling Agent
Inspect the original prompt language first, then copy or adapt it once you know how it fits your workflow.
Linked challenge: Build Model Hardware Standard Accelerator Profiler with Pydantic AI and Qwen 3
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Linked challenge
Build Model Hardware Standard Accelerator Profiler with Pydantic AI and Qwen 3
Prompt source
Original prompt text with formatting preserved for inspection.
1 lines
1 sections
No variables
0 checklist items
Import `pydantic_ai` and construct a structured agent using model `qwen-3`. Define Pydantic models `HardwareSpec` and `PlacementRecommendation`. Implement dependency injection for querying accelerator specs.
Adaptation plan
Keep the source stable, then change the prompt in a predictable order so the next run is easier to evaluate.
Keep stable
Hold the task contract and output shape stable so generated implementations remain comparable.
Tune next
Update libraries, interfaces, and environment assumptions to match the stack you actually run.
Verify after
Test failure handling, edge cases, and any code paths that depend on hidden context or secrets.