Your checkout service runs on Python. Authentication uses Go for speed. The recommendation engine needs Node.js for real-time updates. Each language handles what it does best, but monitoring them creates a nightmare of incompatible tools and disconnected traces.

Traditional monitoring treats each language as a separate world. Python teams install...