An event dedicated to exploring all things AI Engineering!
Event partner: Encode Club
Agenda
🕒 6:00 pm – 6:30 pmGathering and Opening Remarks
🎤 Juraj Stefanic, Technical Content Engineer at Daytona
🕒 6:30 pm – 6:40 pmTalk "Give the Model a Computer: The One Thing Every AI Agent Framework Agrees On"
🎤 Mislav Ivanda, DeEx Engineer at Daytona
Outline:
Building an agent is easy. Deciding where its code runs is the part that follows you to production.
This talk comes from a year of building Daytona integrations across the agent ecosystem: LangChain, CrewAI, Google ADK, Mastra, Pydantic AI, the OpenAI Agents SDK, and a long tail behind them. Integration after integration, the same pattern kept surfacing. Frameworks that agree on nothing, not even the language, not the mental model, not who controls the flow, all converge on one identical primitive: give the model a computer. We'll trace why.
Every framework ends up facing the same question: where does the model's code actually run? Only three answers exist, and two of them stop holding once real users show up. That's why the past year went the way it did, with frameworks deleting their own code interpreters rather than defending defaults they couldn't. And that's why the computer keeps growing: first a tool call, then the place the agent lives, then a thousand machines at once.
You'll leave with one rule: pick the boundary before the framework. Frameworks are opinions. The boundary is a commitment.
🕒 6:40 pm – 6:50 pmTalk "TBA"
🎤 Raouf Chebri, Developer Relations Engineer at Replit
Outline:
TBA
🕒 6:50 pm – 7:00 pmTalk "Stop Registering, Start Linking!"
🎤 Sam Bellen, Principal Developer Advocate at Auth0 | Okta
Outline:
Moving MCP Auth from Dynamic Client Registration to Client ID Metadata Documents AI agents need to connect to MCP servers they’ve never met and act on a user’s behalf. OAuth assumes the client and server have met before, so a new client must obtain a client ID. The usual answer has been Dynamic Client Registration (DCR). It works, but it leaves a growing pile of client records, needs per-server secrets, and has an open endpoint that trusts anyone. This talk looks at Client ID Metadata Documents (CIMD), a newer approach. We’ll compare the two approaches side by side, covering identity, state, and domain ownership as a real signal of who’s calling. A live demo shows the same server issuing tokens to the same client under both a DCR-minted ID and a CIMD URL. You’ll leave knowing when to default to CIMD, when DCR still makes sense, and how to run both side by side.
🕒 7:00 pm – 7:10 pmTalk "TBA"
🎤 Speaker TBA
Outline:
TBA
🕒 7:10 pm - 8:30 pm
Networking
About event
This is dynamic gathering for AI enthusiasts, innovators, and professionals to collaborate, share ideas, and explore the latest advancements in artificial intelligence. Whether you're building AI products, researching cutting-edge algorithms, or simply passionate about the field, join us to connect, learn, and drive the future of AI forward.