AG2 Blog - Build Systems, Not Prompts

Case studies & insights from the AG2 team and community

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

Engineering
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 Sze·Mar 24, 2026

Announcement
Introducing Studio: Visual AI Workflows, Built by Conversation
Most teams know exactly what they'd automate. Studio closes the gap between idea and working agent workflow.
Vidhu Tanwar·Mar 17, 2026

Engineering
Build a Multi-Agent Due Diligence System with AG2 and TinyFish
Build a team of AI agents that runs investor-grade due diligence in minutes using AG2 for orchestration and TinyFish for browser-based scraping.
John·Mar 11, 2026

Announcement
Go Play with Multi-Agent AI
The AG2 Playground is live — watch agents orchestrate, hand off, and collaborate in real time. No setup, no account, just hit Run.
Mark Sze·Mar 4, 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 Sze·Feb 24, 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 Sze·Feb 10, 2026

Continue reading

01
Beyond AutoGen: Why AG2 is the Essential Evolution for Production-Grade AI Agents
Jan 26
02
The Agentic AI Outlook in 2026
Jan 6
03
AG2 x Boundless: Transforming Immigration Law with AI-Native Legal Services
Sep 24
04
Cegid Pulse OS: Revolutionizing Business Management with AG2
Aug 29
05
Born at Cambridge, Powered by AG2: Building the Self-Driving Cosmological Lab with CMBAGENT
Jun 24
06
Parallel Agent Execution with AG2: Best Practices Guide
Apr 14
07
Productionizing OSS Agents: Best Practices for Agent Frameworks and Vertex AI
Apr 10
08
AgentWeb's Journey with AG2: Revolutionizing Web Automation
Apr 3