LLMday

Large Language Models, Agents & AI Systems

October 1, 2026 San Francisco, California, US

1
Day
20+
Speakers
2
Tracks
100+
Attendees

The Deploy Line: When Software Becomes Infinite

Fahd Rafi
Noodle Seed
Abstract

AI can generate a working agent application before you finish reading this abstract. That is not the same as operating one. As code, tools, and interfaces become abundant, scarcity moves across "the deploy line". From generating software to proving identity, authority, credential boundaries, reliability, and evidence for every action. Through a high-consequence workflow, this talk reconstructs the architecture on the far side of deployment and derives three laws for systems built to survive changing models, protocols, and agent hosts. You leave with a practical way to decide which parts of your stack should become disposable, and which must remain durable. When software becomes infinite, responsibility becomes the product.

Bio

Fahd Rafi is the founder of Noodle Seed, where he works on infrastructure that makes software callable and operable through AI agents. He previously worked at Google and spent nearly seven years at Microsoft in cloud, data, AI, and architecture roles. He holds an MS in Computer Science and studied business strategy and corporate finance at Oxford Saïd.

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