Best distributed systems AI tools

Agentfield is an open-source control plane designed for building and running autonomous AI agents as scalable, observable, and identity-aware microservices. It provides Kubernetes-like orchestration, cryptographic identity management, and production-ready infrastructure to bridge the gap between AI prototypes and robust, trustworthy production deployments.

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Hatchet is a distributed, fault-tolerant task queue designed to run AI agents, background tasks, and data pipelines at scale. It offers high-throughput, low-latency performance, ensuring no task is dropped. With SDKs for Python, Go, and TypeScript, developers can easily orchestrate complex workflows, schedule jobs, and monitor execution with built-in observability tools. It can be used as a managed cloud service or self-hosted.