Grok + Claude co-built memory receipts: .fafm / .fafb structured tier delivers 436× to 1,399× type-filter speedup vs grep, measured on Smithsonian Open Access + Claude memory corpora. Methodology mirrors faf-memory-proof's 412×.
Python SDK that gives xAI Grok Voice agents persistent memory across sessions, devices, and models. LiveKit-enabled. MIT licensed.
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