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This is an improvement to the current Quickstart page. It updates the Quickstart script so that it adds a verification step immediately after the mem.augmentation.wait() synchronization, giving the user two critical pieces of feedback:

1. Proof of Storage: We explicitly inspect the database (mem.recall()) and the SQL logs to prove data was persisted.
2. Proof of Value: We run a “recall test” at the end, asking the AI to use the new memory immediately. This closes the loop and proves the RAG pipeline is active.

@sandhub
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sandhub commented Jan 15, 2026

Thank you @AccordionGuy for this PR. We’re going to close this PR for now, as we have a larger set of changes coming to the Quickstart in the near future.

@sandhub sandhub closed this Jan 15, 2026
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2 participants