Individual skill
vastai-core-workflow-b
Build and roll out a Vast.ai Serverless endpoint with measured autoscaling, a canary template, and a zero-downtime worker update. Use when production inference capacity or model bytes change. Trigger with: "deploy Vast.ai Serverless", "tune a Vast.ai worker group", "roll a model without downtime".
plugins/saas-packs/vastai-pack/skills/vastai-core-workflow-b/SKILL.md
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- ai Repository topic
- automation Repository topic
- claude-code Repository topic
- devops Repository topic
- mcp Repository topic
- ai-agents Repository topic
- anthropic Repository topic
- claude-code-plugins Repository topic
- developer-tools Repository topic
- llm Repository topic
- saas Declared skill tag
- vastai Declared skill tag
- serverless Declared skill tag
- autoscaling Declared skill tag
- rollout Declared skill tag
- engineering Derived category
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SKILL.mdcore · 4,352 bytesSKILL.mdcore · 4,352 bytesreferences/official-docs.mddoc · 1,368 bytes
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# Vast.ai Serverless Endpoint Rollout
## Overview
Replace ad hoc multi-instance orchestration with the provider Serverless control plane. Prove a template independently, establish worker and queue bounds from load evidence, then let the workergroup perform a graceful rolling update.
## Prerequisites
- Latency, error-rate, queue-time, concurrency, and cost objectives
- Immutable model/template candidate and a separate canary endpoint
- Initial, minimum, maximum, cold-worker, and inactivity policy
## Instructions
