AutoGen

Patterns this framework supports natively

• ★ Conversational Multi-Agent — Have agents converse turn by turn until a completion criterion fires; agent roles drive the conversation forward.
• ★★ Supervisor — Place a coordinating agent above a set of specialised agents and route work to them.
• ★★ Role Assignment — Assign each agent a named role (researcher, writer, critic, planner) with a role-specific prompt, tool palette, and acceptance criteria.
• · Debate — Have multiple agents argue different positions on a question and converge through structured exchange.
• ★ Inner Committee — Run one model under several distinct personas (executor, critic, planner) within a single agent loop.
• ★★ Tool Use — Let the LLM produce typed calls against an external toolkit instead of producing free-form text the surrounding system has to parse.
• ★★ Code Execution — Let the model emit code, run it in a sandbox, and treat the run as the answer instead of trusting the model to compute in its head.