

Production Agent Lab - Workshop & Pitch Night
The best way to know if what you're building matters? Show it to a room full of people who build for a living.
We’re running hands-on workshops teaching you how to build with the tools, with the people who make them.
Then later we flip into a live demo showdown where you builders take the stage, the crowd votes.
What to Expect
⚡️ 2 hands-on AI workshops
🛠️ Build, test, and debug in real time
🚀 Live founder demos
💰 Expert feedback
🏆 Community voting
Drop it here and register, we’ll contact selected presenters. Make sure you have selected the correct ticket.
The workshops and pitch night are independant experiences, so you can join us for either or both! Not interested in the workshops? Come straight for pitch night!
Speaker Session
Scaling the Harness with Finesse
by Simran Patil - Production Engineer @ Meta
Come learn the mechanisms for scaling agentic harnesses reliably. Reuse the paradigms you already know, and make your agents hold up in production, whether they're serving ten users or ten million.
Integrity Infrastructure at Scale
by Alrick Dsouza - Production Engineer @ Meta
Learn how Integrity Infrastructure keeps AI agents safe by reducing harm in their requests, outputs, and actions. You'll explore three design goals: responding promptly, catching harmful activity without blocking legitimate tasks, and applying consistent principles across contexts.
Workshop lineup
Build a Competitive Intelligence Agent with Live Web Data
With Amaury Desrosiers, Head of FDE and Director of Solution Consulting @ Nimble
Connect your AI agent to the live web with Nimble, then build a competitive intelligence workflow. You’ll gather current information about competitors and turn it into a clear, sourced briefing you can adapt for ongoing research and monitoring.
How we built agents that build task-specific MCP servers
With Abhijit Bharadwaj, Sr. Software Engineer AI @ Nexla
Agents make us more productive when they can safely and reliably access data and take actions on our behalf. Nexla built an agent that can start from a prompt describing a common task in your company, and build a complete, live and easy-to-use MCP server. This workshop will showcase how to build agents that ideate, design, test and deliver the right agent harness for any task.
Judges
Yaniv Markovski - Head of Ecosystem Engineering @ Nimble
Justus Santiago - GTM Engineer @ Nimble
Abhijit Bharadwaj - Sr. Software Engineer AI @ Nexla
FNU P. - Research @ Meta
Simran Patil - Production Engineer @ Meta
Agenda
3:30 — Doors open
4:00 — Kickoff
4:15 — Workshops
6:30 — Pizza + networking
7:00 — Demos
7:45 — Judging + awards 🏆
Note: This event is fully in-person in San Francisco. Capacity is strictly limited. All attendees must apply and be approved prior to the event. Unapproved or pending applicants will not be admitted at the door.
Our Lab Partners
Comet · Open-Source LLM Observability and Evaluation
Nimble · Live web data for AI agents
Nexla · The Data Connectivity Layer for AI and Agents.
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