The latest articles on Forem by markar ai (@markar_ai_3bd37abdfe932fc). https://forem.com/markar_ai_3bd37abdfe932fc https://media2.dev.to/dynamic/image/width=90,height=90,fit=cover,gravity=auto,format=auto/https:%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Fuser%2Fprofile_image%2F3925102%2F985223ca-e921-4e19-a423-38c089724ef4.png https://forem.com/markar_ai_3bd37abdfe932fc en markar ai Mon, 11 May 2026 13:46:55 +0000 https://forem.com/markar_ai_3bd37abdfe932fc/markarai-agentic-ai-code-intelligence-platform-the-ai-that-understands-your-entire-codebase-3971 https://forem.com/markar_ai_3bd37abdfe932fc/markarai-agentic-ai-code-intelligence-platform-the-ai-that-understands-your-entire-codebase-3971 <p>Hey devs - built a tool that helps understand large codebases using AI + knowledge graphs</p> <p>TL;DR: Created Markar - it parses your entire repo into a knowledge graph, then runs <br> autonomous AI agents on top. Tells you exactly what breaks before you merge code, <br> generates meaningful tests automatically, and does code reviews that actually understand context.</p> <p>Problem we solved:</p> <ul> <li>Large codebases are incomprehensible</li> <li>Code changes have unpredictable impact</li> <li>Code reviews miss cross-module issues</li> <li>New devs take months to be productive</li> </ul> <p>How it works:</p> <ol> <li>Parse code → build knowledge graph (functions, classes, dependencies)</li> <li>Real-time updates as code changes</li> <li>AI agents reason about the graph to generate insights</li> </ol> <p>Currently testing with 20+ companies. Seeing 40% reduction in production bugs and 2x faster releases.</p> <p>Open to feedback and technical discussions.</p> <h1> MarkarAI #CodeIntelligence #AgenticAI #AIForDevelopers #DevTools #KnowledgeGraph #BlastRadius #CodeReview #SoftwareArchitecture #AI #Programming #SoftwareEngineering #TechStartup #IndianStartup #AIAgents #DeveloperTools #CodeQuality #TechIndia </h1> ai productivity agents markarai