​An event dedicated to exploring all things AI Engineering!

​Agenda

​​​​​🕒 5:30 pm – 5:40 pm
Welcome and Opening Remarks

​​​​​​🎤 Marijan Cipcic, Principal Events Manager & Asako Hayase, Pacer, Community Ambasador at Daytona

​​​​​​🕒 5:40 pm - 5:55 pm
"Orchestrating Cloud Code: Parallel Sandboxes with Daytona"​

​​​🎤 Vedran Jukic, Co-Founder & CTO at Daytona

​​​​​Outline:

​​​Daytona is an advanced AI sandbox platform delivering lightning-fast, secure infrastructure for running and testing AI-generated code. This demonstration showcases how Daytona Sandboxes transforms Cloud Code into a powerful orchestration platform for distributed development workflows. Using a local Cloud Code instance as the orchestrator, we'll demonstrate how natural language prompts can spawn and manage multiple parallel cloud instances running in isolated sandbox environments—enabling scenarios like parallel test execution across different configurations or coordinated multi-step development tasks.

​🕒 5:55 pm - 6:05 pm
Lightning Talk "Inference accelerated small models as tools for big agents"

​​🎤 Tejas Bhakta, CEO at Morph

​​​Outline:

​Explaining why frontier models don't make sense for tasks that have been saturated on benchmarks with 99+ percent accuracy.

​​🕒 6:05 pm - 6:15 pm
Lightning Talk "Strands Agents: Simplifying AI Agent Development with Amazon's Open Source SDK"

​🎤 ​Ayan Ray, GenAI Tech Lead at AWS

​​​Outline:

​Discover Strands Agents, Amazon's popular open-source Python SDK that's revolutionizing agent development with over a million downloads. Unlike complex agent orchestration frameworks, Strands employs a streamlined model-driven approach to agent building. This session demonstrates its powerful pre-built tools through a live demo. Perfect for developers seeking a practical, production-ready agent framework that eliminates unnecessary complexity. Perfect for developers seeking a practical, production-ready agent framework that eliminates unnecessary complexity.

​​🕒 6:15 pm - 6:25 pm
Lightning Talk "Vygil AI: Autonomous Activity Tracking with Agent-Native Workflows

​🎤 ​Lovleen Kaur, Software Engineer at Cisco

​​​Outline:

​Most AI agents can answer questions, but few can watch, track, and alert in real time without risking security. That’s the problem Vygil AI set out to solve.

​Vygil AI is an autonomous activity-tracking system that runs fully inside Daytona sandboxes. Instead of shipping logs or screenshots to external services, you define lightweight YAML-based tools—like screen capture, OCR, log parsing, or anomaly detection—and the agent executes them in isolated environments. Each sandbox spins up in under 100ms, processes the task, and shuts down cleanly, leaving no footprint on the host.

​The result is a flexible monitoring agent that can track user actions, detect unusual patterns, and generate structured alerts—all without compromising safety. Because the workflows are declarative, Vygil AI can be extended from personal productivity tracking to enterprise-scale observability with minimal overhead.

​This keynote walks through live demos of Vygil AI in action, explains how Daytona’s agent-native design makes safe automation possible, and shows how teams can adapt the framework for everything from compliance monitoring to AI-assisted operations.

​​🕒 6:25 pm - 6:35 pm
Lightning Talk "Building the Decentralized AI Future: Fetch.ai’s ASI:One and AgentVerse"

​​🎤 Mike Chrabaszcz, Developer Advocate at Fetch.ai

​​​Outline:

​Fetch.ai enables decentralized agents that operate across a distributed network to perform tasks autonomously and interact with other agents and systems. These agents are created, hosted, and discovered through Agentverse, Fetch.ai’s cloud-based marketplace where developers can deploy, connect, and collaborate with agents.

​At the core of this ecosystem is ASI:One, an AI interface that connects directly to the Agentverse network. Together, ASI:One and AgentVerse form a framework where reasoning meets execution.

​​🕒 6:35 pm - 6:45 pm
Lightning Talk "Building the Agentic Web via Browser Agent as MCP Server"

​​🎤 Arjun Chintapalli, CEO at rtrvr.ai

​​​Outline:

​For the last two decades, the web has been a one-way street: you interact with websites.

​We flipped that script by allowing websites to take actions in your browser with a simple copy/paste of MCP URL and then they can trigger our AI Web Agent Chrome Extension to: get latest docs/social media posts, file Jira issues, or make purchases - all in the background!

​​🕒 6:55 pm - 7:05 pm
Lightning Talk "Embed the web to build the next generation of Search"

​​🎤 Boris Toledano, Co-founder at Linkup

​​​Outline:

​AI agents evolve. They need more than legacy search engines optimized for human clicks and ad revenue. The next frontier is AI-native web search infrastructure: systems designed to retrieve and integrate web intelligence directly into LLM-based applications.

​At Linkup, we’re building this next generation of search by indexing the web for agents, enabling RAG across the entire web. Our API-first platform makes it simple to integrate live, structured web data into your AI stack, empowering agents and applications with continuously updated context, higher accuracy, and richer reasoning capabilities than ever before.

​​​​​​​​​​🕒 7:05 pm - 8:30 pm

​​Networking

​With pizzas and beverages

​​_____________________________

​​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.

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​​Guest Instructions

• ​It is mandatory to bring valid physical government ID to enter the AWS Builder loft (No Digital IDs will be accepted).

• ​There is no scooter/bike parking available in the building. If you plan to bring one, you will need to find parking options nearby.

• ​All attendees must be 18 or older to attend this event at the space.

• ​Venue address: AWS GenAI loft, 525 Market Street, 2nd Floor Courtyard Entrance, San Francisco; Attendees should enter via the courtyard entrance (up the stairs by the circular water fountain). For accessible entry, building staff will provide elevator access - please enter by the reception desk.