The AI landscape is shifting rapidly from single-prompt interactions to autonomous AI agents. We are moving away from simple “input-output” paradigms toward environments where agents independently plan, use tools, collaborate, and execute complex workflows at a point.  But as soon as you deploy more than one agent in any use-case, you hit a massive architectural…