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code analysis

3 posts

blogengineer
08-Feb-2026

DevSecOps Evolution FAQ: AI-Powered Security for Modern Development

DevSecOps is shifting from rule-based scanning to AI-powered analysis. Here's what actually works when securing modern codebases at scale.

blogengineer
08-Feb-2026

Knowledge Graphs for Codebases: The Future of Developer Tools

Why representing your codebase as a knowledge graph changes everything — from AI assistance to onboarding. The data model matters more than the tools.

technicalengineer
06-Feb-2026

How We Cluster 4,000 Files Into Features Using Louvain Community Detection

Technical deep dive into graph-based feature discovery. How Louvain modularity optimization groups files into meaningful features automatically.

Vivian M. Otieno