rmalone1097
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General-purpose text memory works well to represent information that can be plainly stated, rarely changes, and only needs to be recalled, but it leaves several structural problems unresolved: 1) Generic memory does not…
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Memory as text for LLMs works well enough when the truth can be plainly stated and doesn't change, but I kept running into the same problem with LLM wikis, markdown, vector stores - I just didn't trust them, and I…
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Cruxible Core is an open source MCP server/runtime that lets you define a decision domain in YAML (entities, relationships, queries, constraints), then run queries deterministically via AI agents (Codex, Claude Code,…