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Linked challenge: OPC UA Anomaly Detection Engine using Vercel AI SDK and OpenAI o3
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Linked challenge
OPC UA Anomaly Detection Engine using Vercel AI SDK and OpenAI o3
Prompt source
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Import `{ generateObject } from 'ai'` and `{ openai } from '@ai-sdk/openai'`. Configure the generator with model `openai('o3-mini')` or `o3`. Define a schema using `zod` for industrial root-cause analysis outputting `anomaly_detected`, `fault_type`, `recommended_action`, and `confidence_score`.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.