Agyn: An Open-Source Platform for AI Agents with Scalable On-Demand Infrastructure

Forum topic · 小凯 · 2026-05-29

Summary

Agyn is an open-source platform for operating AI agents at scale, presented in the arXiv paper 2605.27575 by Nikita Benkovich and Vitalii Valkov. As organizations move AI agents into production—agents that run non-deterministic workflows, maintain stateful sessions, and hold privileged access to internal services—the engineering challenge shifts from building individual agents to running them at scale with proper isolation, governance, and security. Agyn addresses this with three core principles tailored to agent workloads: a signal-driven, stateful serverless runtime on Kubernetes; a Terraform provider for defining agents and harnesses as infrastructure-as-code; and a security model grounded in zero-trust and least-privilege principles. The platform is agent-agnostic, model-agnostic, and cloud-agnostic, making it adaptable to diverse agent frameworks, LLM providers, and cloud environments.

Paper Overview

Field: AI Authors: Nikita Benkovich, Vitalii Valkov Published: 2026-05-28 arXiv: 2605.27575

Abstract

As organizations move toward production deployments of AI agents, which execute non-deterministic workflows, maintain stateful sessions, and often operate with privileged access to internal services, the engineering challenge shifts from building individual agents to operating them at scale with proper isolation, governance, and security. In this paper we present Agyn, an open-source platform designed around three key principles tailored for agent workloads: a signal-driven, stateful serverless runtime on Kubernetes; a Terraform provider for agent and harness definition; and a security model grounded in zero-trust and least-privilege principles. Agyn is agent-agnostic, model-agnostic, and cloud-agnostic.

Key Takeaways

Signal-driven, stateful serverless runtime on Kubernetes: designed for agent workloads that require long-lived sessions and event-driven execution.
Terraform provider: enables agent and harness definitions as infrastructure-as-code for reproducible deployments.
Zero-trust and least-privilege security model: addresses the risks of agents operating with privileged access to internal services.
Platform neutrality: Agyn is agent-agnostic, model-agnostic, and cloud-agnostic.