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Mastra AI Workflow Initialization
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Linked challenge: Software-Defined SCADA Anomaly Detection with Mastra AI and Gemini 2.5 Flash
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Linked challenge
Software-Defined SCADA Anomaly Detection with Mastra AI and Gemini 2.5 Flash
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Write a TypeScript module that initializes a Mastra AI agent configured with Gemini 2.5 Flash as its core reasoning model. Define custom tools for querying SCADA tag definitions (`getScadaTagMeta`) and issuing vPLC control commands (`issuePlcOverride`). Set up the Mastra workflow structure to process incoming telemetry frames.
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.