

AI Meetup by ALDI International IT Services Hungary
🚀 Agents on a Leash: Automation That Doesn’t Bite Into the Token Budget
Join us for an evening about keeping AI agents under control while making sure workflows actually move forward. Discover how to set clear boundaries, make targeted LLM calls, and build practical AI automation without unnecessary complexity or wasted tokens.
📅 Date: November 4, 2026 – 17:30
📍 Location: ALDI International IT Services Hungary, Budapest, Boldizsár u. 2, 1112
🎟️ Register now for free to secure your spot!
🇬🇧 Event language: English
📍 Agenda
17:30 – 18:00 Registration
18:00 – 18:30 Agents on a Leash: Automation That Doesn’t Bite Into the Token Budget (Tamás Őri & Lajos Hankó)
18:30 – 19:15 Agents Fail. Plan for it. (Róbert Sárosi)
19:30 – 20:30 Networking
📌 Sessions & Speakers
Agents on a Leash: Automation That Doesn’t Bite Into the Token Budget
Speakers: Tamás Őri (AI Solution Architect, ALDI International IT Services Hungary) & Lajos Hankó (AI Automation Solution Architect, ALDI International IT Services Hungary)
Overview: How can we keep AI agents under control while still making sure workflows actually move forward? We’ll talk about workflow boundaries, targeted LLM calls, and why you don’t need to let the digital pet off the leash at every single step.
Agents Fail. Plan for it.
Speaker: Róbert Sárosi (Senior Growth Engineer, Fireflies.ai)
Overview: Demos run on the happy path. Production runs on everything else. A real case study of Marketing Factory, a self-built agentic platform that takes a single creative from Figma to launched Meta ads: what broke, what we learned, and where to draw the line on autonomy.
👋 About the Speakers
Tamás Őri: Tamás turns manual business processes into production-ready automation using UiPath, n8n, Python, agentic AI and RAG. Coming from a full-stack engineering background, he sees AI less as hype and more as systems that need to ship, scale and survive real users.
Lajos Hankó: Lajos came to AI-based process automation from test automation. Drawing on that experience, he helps transform business processes into agentic AI solutions on the n8n and UiPath Maestro platforms.
Róbert Sárosi: Róbert came to software from the arts and spent over a decade building enterprise automations for global brands. Today he builds products at Fireflies.ai in which long-horizon autonomous agents do the work, with a focus on review-first autonomy.
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