The Mechanics of the Prompt to Tool-Call Pipeline in Multi-Agent Systems

https://magic-wiki.win/index.php/How_to_Pick_a_Training_Architecture_for_Multi-Agent_RL_in_Production

On May 16, 2026, I sat across from an engineering team trying to debug a recursive file creation issue that had managed to eat through four terabytes of storage in under an hour