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Engineering Insights

Deep dives into semantic code analysis, AI-native tooling, and the engineering behind Semfora.

Introducing Semfora Engine: Semantic Code Intelligence for AI

Today we're releasing Semfora Engine, a free semantic code analysis tool that gives AI agents deep understanding of any codebase—100% locally, no cloud required.

December 16, 20245 min read

Engineering

How TOON Compression Achieves 73% Token Savings

A deep dive into the engineering behind our Text Object-Oriented Notation format and why it matters for AI context windows.

December 15, 20247 min read

Tutorials

Getting Started with Semfora's MCP Server

A step-by-step guide to connecting your AI coding assistant to Semfora's MCP server for semantic code intelligence.

December 14, 20246 min read

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