Train an agent to use google search as a tool with RL
Train a tool-calling agent with VeRL and use SkyPilot to scale it up with independent RL trainer and env rollout
SkyPilot Blog
Guides, posts, and resources from SkyPilot.
Engineering
SkyPilot 0.11: Multi-Cloud Pools for Batch Inference, Fast Managed Jobs, Enterprise-Ready at Scale, Programmability
Announcing SkyPilot 0.11 with Pools for batch inference, faster managed jobs, and enterprise-scale improvements.
Batch Inference for Documents with DeepSeek-OCR using a Pool of Workers on any Clouds
Scale document OCR batch inference for RAG on multiple clouds and Kubernetes clusters using SkyPilot Pool.
Why AWS Batch Doesn't Work for Modern AI Workloads: A Technical Comparison with SkyPilot
How to accelerate distributed embedding generation? Use the "forgotten" regions.
How to train and scale AI math/coding agents using VeRL on any AI infra
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
Scaling Vector Search to 1M Documents for $0.85
How to build production vector search with RedisVL and SkyPilot: 1M documents indexed for $0.85, sub-100ms queries, no Kubernetes required.
Unlocking GPU Metrics in Kubernetes with SkyPilot
SkyPilot now supports detailed GPU metrics across multiple Kubernetes clusters in the dashboard for better observability.
From 1 hour to 10 minutes: How I sped up my distributed LLM training without changing the code or GPUs
Scaling AI Infrastructure at Abridge with SkyPilot
How Abridge transformed their fragmented multi-cloud AI infrastructure into a unified system with SkyPilot, achieving 10x faster development cycles.
From SLURM to SkyPilot: How Avataar cut costs 11x with multi-cloud AI infrastructure
Avataar's enterprise AI content platform cut costs 11x and unlocked GPU capacity by migrating from inflexible SLURM deployment to SkyPilot's multi-cloud infrastructure.
Self-host open-source LLM agent sandbox on your own cloud
Slurm vs K8s for AI Infra: Academic HPC vs Cloud-Native Reality - the non-ideal solutions
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