Case studies & insights
from the AG2 team and community

Case studies, engineering deep-dives, and updates on building production-grade multi-agent systems.

Showing posts taggedProductionClear filter

Tracing in an Agentic World

Understanding agentic flow, performance, and token-use, is critical in balancing agentic effectiveness and cost for production systems.

Mark SzeFeb 11, 2026

Engineering

Beyond AutoGen: Why AG2 is the Essential Evolution for Production-Grade AI Agents

AG2 is the community-driven evolution of AutoGen, transforming it from a research library into a production-grade Agent Operating System.

AG2 TeamJan 27, 2026

Case Study

Productionizing OSS Agents: Best Practices for Agent Frameworks and Vertex AI

Watch how Walmart's Director of Data Science shares insights on using AG2 with Vertex AI to build and deploy open-source AI agents in production at Google Cloud Next 2025.

Production-grade deployment

AG2 TeamApr 11, 2025

Case studies & insightsfrom the AG2 team and community

Tracing in an Agentic World

Beyond AutoGen: Why AG2 is the Essential Evolution for Production-Grade AI Agents

Productionizing OSS Agents: Best Practices for Agent Frameworks and Vertex AI

Case studies & insightsfrom the AG2 team and community

Tracing in an Agentic World

Beyond AutoGen: Why AG2 is the Essential Evolution for Production-Grade AI Agents

Productionizing OSS Agents: Best Practices for Agent Frameworks and Vertex AI

Case studies & insights
from the AG2 team and community

Case studies & insights
from the AG2 team and community