Sterling Dreyer

Sterling Dreyer

Founding Engineer

Sterling is an expert in building advanced data and machine learning infrastructure. As a founding engineer at Triton/StreamSQL, he created the initial version of a feature store that later became Featureform. At Featureform, he wrote over 1.5 million lines of code in Golang, helping build an open-source product that makes it easier for data scientists to manage and serve their machine-learning models in production. Sterling’s skills in Golang and large-scale data systems, combined with his ability to turn new ideas into real products, makes Arcade a high-performance, scalable product that large companies can trust in production.

Articles (2)

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PRODUCT RELEASE

Introducing Contextual Access: The Third Layer of AI Agent Security

TL;DR: Arcade protects AI agent tool execution with delegated identity, scoped tool access, and governance. Today we're extending that security model with Contextual Access: runtime hooks that let you inject your own security, compliance, and filtering logic directly into the tool execution pipeline across three hook points, via any webhook on every tool call.

THOUGHT LEADERSHIP

What It’s Actually Like to Use Docker Sandboxes with Claude Code

We spend a lot of time thinking about how to safely give AI agents access to real systems. Some of that is personal curiosity, and some of it comes from the work we do at Arcade building agent infrastructure—especially the parts that tend to break once you move past toy demos. So when Docker released Docker Sandboxes, which let AI coding agents run inside an isolated container instead of directly on your laptop, we wanted to try it for real. Not as a demo, but on an actual codebase, doing the k

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