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Cognitive Codebase Matrix (CCM)

The Neural Backbone for Autonomous AI Agents

Analytics
Software Engineering
Developer Tools
GitHub

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Hunted bySenol DoganSenol Dogan

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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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

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About Cognitive Codebase Matrix (CCM) on Product Hunt

“The Neural Backbone for Autonomous AI Agents”

Cognitive Codebase Matrix (CCM) was submitted on Product Hunt and earned 1 upvotes and 1 comments, placing #136 on the daily leaderboard. 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

Cognitive Codebase Matrix (CCM) was featured in Analytics (171.4k followers), Software Engineering (42.3k followers), Developer Tools (511k followers) and GitHub (41.2k followers) on Product Hunt. Together, these topics include over 104.9k products, making this a competitive space to launch in.

Who hunted Cognitive Codebase Matrix (CCM)?

Cognitive Codebase Matrix (CCM) was hunted by Senol Dogan. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.

Want to see how Cognitive Codebase Matrix (CCM) stacked up against nearby launches in real time? Check out the live launch dashboard for upvote speed charts, proximity comparisons, and more analytics.