Cognitive Codebase Matrix (CCM)
The Neural Backbone for Autonomous AI Agents
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Senol Dogan

Cognitive Codebase Matrix (CCM) - The Neural Backbone for Autonomous AI Agents

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Bridge the gap between your codebase and your AI editor. CCM transforms static source code into a dynamic, queryable Knowledge Graph, enabling AI agents to navigate, understand, and reason about your project with surgical precision - senoldogann/LLM-Context-Manager

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Senol Dogan
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Key Features 🧠 Connected Intelligence (Graph Navigator) Two-Pass Indexing - Links function definitions to call sites Deep Traversal - Ask "Who calls this?" and get accurate answers ⚡ High-Performance Core Rust-Powered - Blazing fast indexing and queries Batch Embedding - Thousands of lines in seconds LanceDB - Millisecond-latency vector storage Tree-sitter - Robust AST for Rust, Python, TypeScript, Go, Java, Kotlin, C# 🔒 Production Hardening Binary Checksums - Release artifacts include checksums.txt for integrity MCP Allowlist - Restrict project access with CCM_ALLOWED_ROOTS Safe Defaults - Configurable timeouts and file-size limits 🔌 Universal Compatibility (MCP) Plug & Play - Installer configures Codex, Cursor, Claude Desktop, and Antigravity Lazy Indexing - Auto-indexes on first query Zero-Config - Auto-detects project root