Geometric agent memory for Grok Build: 8-tool lean contract, harness injection at wake, session handoff. 66 MCP tools. Not a vector DB. Rust + MCP.
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Updated
Jun 12, 2026 - Rust
Geometric agent memory for Grok Build: 8-tool lean contract, harness injection at wake, session handoff. 66 MCP tools. Not a vector DB. Rust + MCP.
Code for ICML 2026 paper experiments studying how deep sequence models tend to memorize through a learned geometric structure.
AEGIS Beast 11 — Living geometric memory over PG(11,4). 1,864,135 projective points. 34 theorems. 79 mechanisms. 7 Juicios. 11/11 benchmark. The second time you attack, AZRAEL already knows. Proyecto Estrella. PRIVATE.
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