Building AI Agents That Remember, Reason, and Act

Hello Amazonians, For our next AWS Sydney User Group Meetup, MongoDB and PolarSeven are bringing together two practical talks exploring what it takes to build AI agents for real-world environments! 🎤 Hear from: Mark Sailba, Senior Solutions Architect @ MongoDB Building AI Agents That Remember, Reason, and Act AI agents are moving beyond simple prompt-and-response experiences, but getting them to reliably complete real-world tasks requires more than a capable model. In this session, we’ll explore the architecture behind production-ready agents: how memory and context help agents maintain continuity, how data and tools enable meaningful action, and how governance, observability, and state management support secure operation at scale. Using AWS and MongoDB, we’ll share practical patterns for building agents that can remember what matters, reason over enterprise context, and act with confidence. Florian Huebscher, Cloud Support Engineer @ PolarSeven Talk title TBC After the talks, stick around for networking, pizzas, and drinks with the local AWS Sydney User Group community! 🍻🍕🤤 Agenda: 17:30 - Arrive & drinks 18:00 - Introductions 18:05 - Talk 1: Building AI Agents That Remember, Reason, and Act Mark Sailba, Senior Solutions Architect @ MongoDB 18:35 - Talk 2: TBC Florian Huebscher, Cloud Support Engineer @ PolarSeven 19:05 - Networking, food, and drinks! 🍻🍕 Event details: 🗓️ Date: Wed, 7 October 2026 🕕 Time: 6:00 PM 📍 Location: Level 8/2 Market St, Sydney NSW 2000 (Please enter via Kent St to access the building). RSVP now to save your spot. We look forward to seeing you there! Cheers, The PolarSeven Team Would you like to present? Complete this form and we'll be in touch soon.