Dear fellow builders, Last year, we were building Markarai on a large Python codebase (196K lines). We made what seemed like a simple change in one function. Tests passed. Code review approved it. We shipped it. 48 hours later: Production crash. Turns out the function we changed was called by 47 other functions across 4 different services. The dependency chain was invisible. No one caught it. That's when we asked: "What if code had an AI brain that understood all these relationships upfront?" That's why we built Markarai - an Agentic AI Code Intelligence Platform. The Problem Every Engineering Team Faces Every team hits this wall: Your codebase grows. Features get added. Dependencies multiply. Then one day, a "simple change" breaks production because some invisible dependency was called by critical systems. Code review can't catch it. Unit tests pass. Integration tests pass. And then... production explodes. It's not developer carelessness.…