Guides, posts, and resources from SkyPilot.
SkyPilot Job Groups let you define heterogeneous RL workloads in a single YAML. Run your PPO trainer on beefy H100s, rollout servers on cheap T4s, and replay buffers on high-memory CPUs, all as one managed job.
OpenClaw gives an AI agent full access to your system. Here's why you should run it on an isolated cloud VM, and how to set that up.
SkyPilot Admin Policies let you enforce cost controls, security rules, and compliance requirements automatically — without slowing down your engineering team.
Moving from Slurm to Kubernetes doesn't have to mean losing the workflow you know. Here's how SkyPilot brings Slurm-like simplicity to K8s.
Mount Kubernetes PVCs to your clusters for 10-100x faster data access with persistent storage that survives across job lifecycles.
Run Meta's SAM3 on large video archives distributed across AWS and Kubernetes clusters with SkyPilot Pools.
SkyPilot now includes predefined templates to launch clusters with popular frameworks and patterns. Deploy fully configured environments without writing long YAMLs.
Train a tool-calling agent with VeRL and use SkyPilot to scale it up with independent RL trainer and env rollout
Announcing SkyPilot 0.11 with Pools for batch inference, faster managed jobs, and enterprise-scale improvements.
Scale document OCR batch inference for RAG on multiple clouds and Kubernetes clusters using SkyPilot Pool.
How to accelerate distributed embedding generation? Use the "forgotten" regions.
Want to train an AI agent with RL that can solve math problems or write code? This tutorial walks you through building your own math and coding agents with step-by-step examples
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