looping

Introduces six forms of AI agent workflows: classify and execute, fan-out and consolidate, adversarial validation, generate and filter, tournament, loop until done.

Users report that AI models, including Qwen 3.6 35B, enter infinite loops when integrated with Copilot Chat or Hermes, generating excessive tokens or incorrect tool calls.