CodeKarma Founder and CEO Anantharam Vanchi Prakash traces a production system failure on September 16, live, and traces the exact service and blast radius behind it.

Production shows what actually runs. Code shows what teams think runs. As systems grow more complex, developers spend more time chasing context than solving problems. Production truth lives in dashboards and logs, far from the code where decisions are made. CodeKarma brings real production context into the developer workflow — for developers and AI. Teams see what code actually runs, where latency and errors originate, and what’s safe to change. Engineers and AI agents instantly understand real call paths and which code is used versus dead without digging through dashboards. This leads to faster delivery, lower production risk, and a measurable reduction in tech debt. No more blind refactors. No more guessing what might break. Teams ship with confidence.