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Chaos Cypher
Chaos Cypher
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chaoscypher.com
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Joined on
Sep 3, 2026
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16 posts published
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Chaos Cypher v0.6.0: Memory for Agents That Says Who Said It
Denis MacPherson
Denis MacPherson
Denis MacPherson
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Oct 30
Chaos Cypher v0.6.0: Memory for Agents That Says Who Said It
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mcp
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4 min read
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Build It Once, Mount It Anywhere: One Knowledge Package, Any MCP Client
Denis MacPherson
Denis MacPherson
Denis MacPherson
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Oct 30
Build It Once, Mount It Anywhere: One Knowledge Package, Any MCP Client
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graphrag
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mcp
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5 min read
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GraphRAG with Ollama in 10 Minutes: The Local-First Quickstart
Denis MacPherson
Denis MacPherson
Denis MacPherson
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Sep 28
GraphRAG with Ollama in 10 Minutes: The Local-First Quickstart
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graphrag
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ollama
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python
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4 min read
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Claude Built Its Own Knowledge Graph. No Local LLM Was Involved.
Denis MacPherson
Denis MacPherson
Denis MacPherson
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Sep 28
Claude Built Its Own Knowledge Graph. No Local LLM Was Involved.
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6 min read
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Chaos Cypher v0.5.0: Mount a Knowledge Package Straight Into Your MCP Host
Denis MacPherson
Denis MacPherson
Denis MacPherson
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Sep 28
Chaos Cypher v0.5.0: Mount a Knowledge Package Straight Into Your MCP Host
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8 min read
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Citation Click-Through: How Chaos Cypher Traces Every Answer to Its Source
Denis MacPherson
Denis MacPherson
Denis MacPherson
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Sep 25
Citation Click-Through: How Chaos Cypher Traces Every Answer to Its Source
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rag
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2 min read
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GraphRAG Teardown: What the Graph Actually Adds to Naive RAG
Denis MacPherson
Denis MacPherson
Denis MacPherson
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Sep 25
GraphRAG Teardown: What the Graph Actually Adds to Naive RAG
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rag
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python
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8 min read
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The CCX Open Format: A Portable Spec for Knowledge Graphs
Denis MacPherson
Denis MacPherson
Denis MacPherson
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Sep 25
The CCX Open Format: A Portable Spec for Knowledge Graphs
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python
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6 min read
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