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Integrate Supabase for Persistent Knowledge

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Linked challenge: AI Market Trend & Strategy Advisor

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Linked challenge
AI Market Trend & Strategy Advisor

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Expand your Mastra AI agent to use Supabase as a persistent knowledge base. Implement a Mastra `Memory` module that stores and retrieves past analyses and generated recommendations from Supabase. The agent should consult its memory to provide more contextual and personalized responses. For example, if asked about 'memory chip scarcity' again, it should recall its previous analysis and update it with any new data. Provide code snippets for Mastra AI's memory integration and Supabase interactions.

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.