# 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](/content/blog/beyond-autogen/index.html)
[02  
**The Agentic AI Outlook in 2026**  
Jan 6](/content/blog/agentic-ai-outlook-2026/index.html)
[03  
**AG2 x Boundless: Transforming Immigration Law with AI-Native Legal Services**  
Sep 24](/content/blog/boundless-immigration/index.html)
[04  
**Cegid Pulse OS: Revolutionizing Business Management with AG2**  
Aug 29](/content/blog/cegid-pulse-os/index.html)
[05  
**Born at Cambridge, Powered by AG2: Building the Self-Driving Cosmological Lab with CMBAGENT**  
Jun 24](/content/blog/cmbagent-cambridge/index.html)
[06  
**Parallel Agent Execution with AG2: Best Practices Guide**  
Apr 14](/content/blog/parallel-execution/index.html)
[07  
**Productionizing OSS Agents: Best Practices for Agent Frameworks and Vertex AI**  
Apr 10](/content/blog/productionizing-oss-agents/index.html)
[08  
**AgentWeb's Journey with AG2: Revolutionizing Web Automation**  
Apr 3](/content/blog/agentweb-journey/index.html)