Multi‑Agent Build: AI Agents With Eyes: Vision + Tools + Collaboration

From Single Agents to Intelligent Teams — How Multi‑Agent Systems Work

Goal****:**** Show how to build a small multi‑agent system where one agent analyzes images (using computer vision) and another takes actions based on the analysis (sends a notification email). Participants see how agents collaborate and use tools in a real scenario.

Agenda

• Welcome and Introduction
• Lightning talk: “From Single Agents to Intelligent Teams — How Multi‑Agent Systems Work"
• Network and connect with other participants

Live demo****:****

Build a system where:

• Vision Agent analyzes an image (e.g., packaging defect)
• Action Agent decides what to do next (classify severity and if severity over a certain level, then send an email)
• Closing & networking: Share multi‑agent ideas for robotics, office automation, quality checks, or smart assistants.

Expected Outcome: Participants leave with a simple working multi‑agent pipeline, a clear understanding of how vision + logic agents collaborate, and new ideas for real‑world applications (quality control, inventory, OCR, monitoring, creative projects).

About BuildLab Ulm

BuildLab Ulm is a monthly meetup community for creators, engineers, innovators, and anyone curious about the future of technology and its application.
Our mission is simple: learn, build, and connect.

Every month, we bring together people from AI, software engineering, enterprise systems, product, research, and adjacent fields to:

• explore cutting‑edge tech and real‑world applications

• share knowledge through talks & demos

• build things together in a friendly, hands‑on environment

• connect with like‑minded people from the Ulm region (and beyond)

Whether you’re a beginner, a seasoned engineer, or just tech‑curious — you’re welcome!

Each session will include*****:*****

• A short keynote or guest talk

• A practical demo or live build

• Collaborative mini‑projects, discussions, or workshops

• Time to network, exchange ideas, and find collaborators

• A chill and supportive atmosphere — no ego, no gatekeeping

Our Values

• Open & Accessible

• Builder‑Driven

• Community First

• Curiosity Over Credentials