Topic

AutoGen Agent Teams for Research & Automation

13 posts on autogen agent teams for research & automation — part of framework tutorials on the n4n AI blog.

Scaling AutoGen agent teams for automated data pipelines

A practical guide to scaling AutoGen agent teams for production data pipeline automation, covering architecture patterns, state management, and failure handling.

July 27, 20264 min read

Framework tutorialsHow-to

Multi-agent AutoGen teams for market research automation

Build a production-ready AutoGen agent team that automates market research — from competitor scraping to synthesis — with caching, cost controls, and verification steps.

July 27, 20263 min read

Framework tutorialsHow-to

Coordinating AutoGen agent teams across GPT-5.1 and Gemini 3

Hands-on tutorial for engineers coordinating an AutoGen agent team across GPT-5.1 and Gemini 3, with runnable Python code and success checks.

July 19, 20263 min read

Framework tutorialsHow-to

Building a web-research AutoGen team with tool use

A practical step-by-step tutorial for building an autogen web research agent team tool use with live web tools, verifiable output, and OpenAI-compatible models.

July 19, 20263 min read

Framework tutorialsHow-to

Build an AutoGen research team with n4n.ai routing

Build a multi-agent research pipeline with AutoGen and route LLM calls through n4n.ai for fallback and 240+ models via one OpenAI-compatible endpoint.

July 19, 20263 min read

Framework tutorialsHow-to

Automating literature reviews with AutoGen agent teams

Learn how to build a multi-agent AutoGen pipeline that automates literature reviews: search arXiv, summarize papers, and synthesize findings with minimal code.

July 19, 20262 min read

Framework tutorialsDefinition

AutoGen SelectorGroupChat: dynamic speaker selection

AutoGen SelectorGroupChat speaker selection uses an LLM to dynamically route multi-agent conversations. Learn how it works, with code and pitfalls for building robust agent teams.

July 19, 20264 min read

Framework tutorialsDefinition

AutoGen RoundRobinGroupChat explained with an example

RoundRobinGroupChat runs agents in fixed order for predictable multi-agent loops in AutoGen. This autogen roundrobingroupchat tutorial shows code and pitfalls.

July 19, 20265 min read

Framework tutorialsComparison

AutoGen GroupChat vs SelectorGroupChat: which to use

A practitioner's head-to-head comparison of AutoGen GroupChat vs SelectorGroupChat across capabilities, cost, latency, ergonomics, and limits for engineers building multi-agent systems.

July 19, 20265 min read

Framework tutorialsTutorial

AutoGen agent teams tutorial: building a research crew

Hands-on autogen agent team research tutorial: build a multi-agent research crew with AutoGen, step-by-step code, and real output checkpoints.

July 19, 20264 min read

Framework tutorialsTutorial

AutoGen agent teams: termination conditions explained

A hands-on autogen agent team termination condition tutorial: learn how to control multi-agent loops with clear exit signals and custom predicates.

July 19, 20263 min read

Framework tutorialsHow-to

AutoGen agent teams for report generation and QA

Step-by-step guide to building an AutoGen multi-agent pipeline that researches, drafts, and QA-checks reports with OpenAI-compatible LLM endpoints.

July 19, 20263 min read

Framework tutorialsTutorial

AutoGen agent team tutorial: planner, coder, critic roles

Hands-on AutoGen tutorial: build a multi-agent team with planner, coder, and critic roles using group chat to plan, write, and review Python code.

July 19, 20263 min read