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Welcome to Linode Docs
Cloud Guides & Tutorials
Prompt Engineering Versus Fine Tuning Versus Rag
Learn how to improve LLM output using Prompt Engineering, RAG, or Fine-Tuning. This guide covers the tradeoffs, costs, and a decision framework for developers …
CVE-2026-31431: Copy Fail Mitigation
CVE-2026-31431 ("Copy Fail") is a Linux vulnerability publicly disclosed on April 29, 2026. This article shows how to identify vulnerable systems and apply …
Deploy a RAG-Powered Chatbot with LangChain on an Akamai Compute Instance
Deploy a conversational AI chatbot that answers questions from your documents using RAG, LangChain, and FastAPI on Akamai infrastructure. Follow step-by-step …
Deploy a RAG-Powered Chatbot with LangChain on LKE
Deploy a LangChain-powered RAG chatbot to Linode Kubernetes Engine. This comprehensive tutorial covers containerization with Docker, Kubernetes manifest …
Using LangChain and LangGraph to Build a RAG-Powered Chatbot
Learn how to build a RAG-powered chatbot using LangChain and LangGraph in this comprehensive code walkthrough. This guide explains the complete workflow from …
Understanding Storage Solutions
This guide connects the storage architectures requirements of modern applications (data types, access patterns, and performance) to available storage solutions.
Deploy Zot as a Pull Through OCI Cache for Docker Hub
Zot is a vendor-neutral Open Container Initiative (OCI) Native Registry. Learn how to deploy Zot and configure it as a cache for images from Docker Hub.
Teaching New Skills to an LLM: Deploy a Fine-Tuning Job on LKE
Fine-tuning trains AI models with specialized data to improve the accuracy of their responses.
Migrate a Disk Image to Akamai Cloud Using Cloud-Init
This guide provides steps and configurations for migrating and deploying a disk image to a new Linode instance using cloud-init.
Reference Architecture
Autoscaling on Linode using Prometheus
Guidance on IaaS primitives, open source software, and architecture design to implement a highly available and production ready Cloud-based document management …
Cloud-based Document Management
Guidance on IaaS primitives, open source software, and architecture design to implement a highly available and production ready Cloud-based document management …
Horizontal Scaling with Observability and Monitoring
Horizontally scale infrastructure to meet demands of a growing application through HAProxy, and monitor with Prometheus and Grafana.
Quick Deploy Apps
Deploy a Galera Cluster
This guide shows how to deploy a MySQL/MariaDB Galera Cluster.
Deploy a LAMP Stack
This guide shows you how to use the Akamai Quick Deploy App to deploy a LAMP (Linux, Apache, MySQL, PHP) stack on a Linode running Linux.
Deploy a LEMP Stack
This guide shows you how to use the Akamai Quick Deploy App to deploy a LEMP (Linux, NGINX, MySQL, PHP) server stack on a Linode Compute Instance.