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 taggedAgentic-aiClear filter

Giving Agents Expression

Agents can reason and act, but their expression is limited. A2UI gives them a visual vocabulary — cards, forms, buttons — that renders natively on any platform.

Mark SzeMar 25, 2026

Engineering

Agents Need Interfaces, Not Just Intelligence

Agents are powerful but invisible. AG-UI gives them a standard interface so users can see, steer, and trust what they do.

Mark SzeFeb 25, 2026

Engineering

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 studies & insightsfrom the AG2 team and community

Giving Agents Expression

Agents Need Interfaces, Not Just Intelligence

Tracing in an Agentic World

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

Case studies & insightsfrom the AG2 team and community

Giving Agents Expression

Agents Need Interfaces, Not Just Intelligence

Tracing in an Agentic World

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

Case studies & insights
from the AG2 team and community

Case studies & insights
from the AG2 team and community