Daytona AI Builders - Toronto, September 2026
βAn event dedicated to exploring all things AI Engineering!
ββAgenda
ββββββπ 5:30 pm β 5:40 pm
Welcome and Opening Remarks
βπ€ Marijan Cipcic, Principal Events Manager at Daytona
ββββββββπ 5:40 pm β 5:55 pm
Talk "Forkable Sandboxes for Long-Running Agents"β
βπ€ Muhammad Annas Hashmi, DevRel at Daytona
ββββββββOutline:
βAgents are starting to do real software work: installing dependencies, editing files, running tests, starting servers, and debugging over long sessions. But most AI systems still treat each run like a disposable prompt-response loop. That breaks down once the useful state lives not just in tokens, but in the actual machine.
This talk is about the runtime layer agents need to become reliable builders. Iβll show how forkable Daytona sandboxes let you pause at important moments in an agent run, branch the environment, and sample multiple continuations from the same machine state. For builders, this turns long-running agent workflows into something you can inspect, compare, recover, and eventually optimize.
ββπ 5:55 pm β 6:10 pm
Talk "Running Data Agents on Enterprise Systems"
βπ€ Brian Ramprasad, Co-founder of VantEdge Labs
ββββββββOutline:
βEnterprises want AI agents that can analyze their dataβbut handing untrusted, model-generated actions on live systems like Salesforce or the data warehouse is a non-starter for security and compliance teams. Solving that safely is what unlocks data agents inside the enterprise. This talk covers how VantEdge builds analytical agents on top of Daytona: agents pull data from systems like CRM and financial data sources, then run their analysis right inside the sandbox using our lightweight SDK. No credentials are ever injected, so even compromised code has nothing to steal. We'll walk through a real workload end to end, from ingesting data to producing an agentic data product, and show how the entire process remains controlled and auditable.
ββπ 6:10 pm β 6:25 pm
Talk "TBA"
βπ€ Speaker TBA
ββββββββOutline:
βTBA
ββπ 6:25 pm β 6:40 pm
Talk "TBA"
βπ€ Speaker TBA
ββββββββOutline:
βTBA
ββββββββββββββββπ 6:40 pm - 8:30 pm
βββNetworking
βWith pizzas and beverages
βAbout event
βThis 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.
