
Shub Argha
Founding Solutions Engineer @ Arcade.dev
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Shub Argha is a Founding Solutions Engineer @ Arcade.dev. He is a proud Michigan Wolverine with a passion for innovation and entrepreneurship, especially in AI and electronics. In quieter moments, he enjoys the literary works of Michael Chabon.
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Untangling the Web: Navigating the Complex Landscape of Open Source AI Networking Protocols
As AI systems grow more distributed and agentic, networking is becoming one of the most critical yet misunderstood layers in the AI stack. This talk demystifies emerging protocols and patterns shaping the future of open source AI infrastructure—from Anthropic’s Model Context Protocol (MCP) and Google’s Agent-to-Agent (A2A) frameworks, to RDMA and zero-copy inference. We’ll examine how these technologies affect everything from fine-tuning and multi-agent coordination to RAG and edge deployments. Through real-world use cases and architectural diagrams, attendees will learn how traditional protocols like gRPC and GraphQL are evolving for AI workloads—and where new standards are desperately needed. Most importantly, we’ll identify key open source projects and opportunities for contribution in this fast-evolving space.
Unifying Multi-Cluster Networks with the ngrok Ingress Controller and Kubernetes Gateway API
Organizations are adopting multi-cluster architectures to enhance resiliency and scalability. This creates challenges in network orchestration and security. We will explore the integration of the ngrok Ingress Controller with the Kubernetes Gateway API to solve these challenges. The integration offers a centralized, declarative model for network configuration, automates the propagation of network policies across clusters, and enables sophisticated traffic shaping and security mechanisms.
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