Swarm Intelligence on a Budget: Ephemeral AI...

Right now, the AI engineering world is obsessed with multi-agent frameworks like AutoGen, CrewAI, and LangGraph. The demos are undeniably impressive: you give the system a complex goal, and a team of specialized AI agents "talk" to each other to research, write, and execute the solution. But when you take these frameworks out of a Jupyter Notebook and into a production environment, you hit a massive architectural wall. These frameworks are fundamentally built to run as long-lived, synchronous pr