autogen testing framework

AutoGen 0.7.5 introduces fixes and improvements affecting streaming, Redis memory, GraphFlow, provider clients, caching, and thinking configuration. This guide explains what QA…

AutoGen has a moderate learning curve that goes beyond programming syntax. Explore its documentation complexity, programming language requirements, agent architecture, testing, and…

AutoGen function tools connect AI agents with deterministic software capabilities. Learn tool orchestration, validation, security, retries, testing, observability, and production architecture with…

AutoGen tool calling allows AI agents to interact with real software capabilities. Learn how to design reliable tools, enforce permissions, handle failures,…

Learn how to design a reliable AutoGen Assistant Agent with controlled tools, structured outputs, risk-based autonomy, human approval, testing, failure recovery, observability,…

AutoGen User Proxy Agent enables AI systems to combine autonomous agent workflows with human judgment. Learn approval patterns, risk controls, tool governance,…

AutoGen agent-to-agent conversations turn individual AI agents into collaborative workflows. Learn how to design agent responsibilities, communication contracts, context handoffs, validation, sequential…

An AutoGen AI agent is more than a model wrapped in Python. Learn how to design, evaluate, validate, observe, and secure reliable…

AutoGen installation is only the beginning. Learn how to build a reliable Python development environment with virtual environments, dependencies, configuration, secure API…

AutoGen is a framework for building AI-agent applications and multi-agent systems. Learn what AutoGen is, how AI agents work, why multiple agents…