--- title: DigitalOcean Community posts | daily.dev description: DigitalOcean Community's platform is a central hub for developers and sysadmins using DigitalOcean's cloud infrastructure, offering insights into cloud computing, DevOps practices, and open-source technologies. Through tutorials, Q&A, and community forums, DO_Community offers insights into deploying and managing applications on DigitalOcean's cloud platform. Developers can learn about Linux server administration, containerization, and automation tools to build and scale applications in the cloud. canonical: https://daily.dev/sources/do_community twitter:card: summary_large_image twitter:site: @dailydotdev og:url: https://daily.dev/sources/do_community og:type: website og:site_name: daily.dev og:title: DigitalOcean Community posts | daily.dev og:description: DigitalOcean Community's platform is a central hub for developers and sysadmins using DigitalOcean's cloud infrastructure, offering insights into cloud computing, DevOps practices, and open-source technologies. Through tutorials, Q&A, and community forums, DO_Community offers insights into deploying and managing applications on DigitalOcean's cloud platform. Developers can learn about Linux server administration, containerization, and automation tools to build and scale applications in the cloud. og:image: https://api.daily.dev/og/sources/do_community.png og:image:width: 1200 og:image:height: 630 ---  # DigitalOcean Community Follow FollowBlock DigitalOcean Community's platform is a central hub for developers and sysadmins using DigitalOcean's cloud infrastructure, offering insights into cloud computing, DevOps practices, and open-source technologies. Through tutorials, Q&A, and community forums, DO\_Community offers insights into deploying and managing applications on DigitalOcean's cloud platform. Developers can learn about Linux server administration, containerization, and automation tools to build and scale applications in the cloud. Related tags: [#digitalocean](/tags/digitalocean)[ #ai-inference](/tags/ai-inference)[ #gpu](/tags/gpu)[ #vllm](/tags/vllm)[ #ai-agents](/tags/ai-agents)[ #serverless](/tags/serverless) [Posts about digitalocean](/tags/digitalocean)[Posts about ai-inference](/tags/ai-inference)[Posts about gpu](/tags/gpu)[Posts about vllm](/tags/vllm)[Posts about ai-agents](/tags/ai-agents)[Posts about serverless](/tags/serverless) [Cold Start Mechanics: How Warm Pools and Model Caching Actually Work](/posts/cold-start-mechanics-how-warm-pools-and-model-caching-actually-work-ft0qvdunz)[Spot vs Reserved GPUs:-A Practical Cost Guide for AI Startups](/posts/spot-vs-reserved-gpus--a-practical-cost-guide-for-ai-startups-aggujbmjx)[How to Safely Let AI Agents Call Production APIs using DigitalOcean Action Gateway](/posts/how-to-safely-let-ai-agents-call-production-apis-using-digitalocean-action-gateway-ifab9scnq)[Testing Serverless Inference at Scale: Real Performance Results](/posts/testing-serverless-inference-at-scale-real-performance-results-8u8vbpfzo)[Agents in Production, Part 2: Build an AI-Native Coding Agent That Turns Tickets into Reviewed Pull Requests with Managed Agents](/posts/agents-in-production-part-2-build-an-ai-native-coding-agent-that-turns-tickets-into-reviewed-pull--j8febodig)[Agents in Production, Part 1: Build an Overnight AI Support Agent using Managed Agents](/posts/agents-in-production-part-1-build-an-overnight-ai-support-agent-using-managed-agents-7xwjzqxmb)[Should You Use Spot or On-Demand GPUs for Model Training?](/posts/should-you-use-spot-or-on-demand-gpus-for-model-training--dedtodaf7)[Game-Based Benchmarks for LLMs: How Models Behave Beyond the Leaderboard](/posts/game-based-benchmarks-for-llms-how-models-behave-beyond-the-leaderboard-tqaeh5gub)[Deployment Isn't the Bottleneck: Inference Economics Is](/posts/deployment-isn-t-the-bottleneck-inference-economics-is-joy2kikzs)[How to Find Real Failures in AI Agents with Signals and Test Them with Evaluations](/posts/how-to-find-real-failures-in-ai-agents-with-signals-and-test-them-with-evaluations-o2s3fha8x) ## Most upvoted posts from DigitalOcean Community ## Best discussed posts from DigitalOcean Community ## All posts from DigitalOcean Community ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]} {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/sources/do_community#organization","name":"DigitalOcean Community","url":"https://daily.dev/sources/do_community","logo":{"@type":"ImageObject","url":"https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/c1b9d07730e34ea388c39a498a753d6c"},"description":"DigitalOcean Community's platform is a central hub for developers and sysadmins using DigitalOcean's cloud infrastructure, offering insights into cloud computing, DevOps practices, and open-source technologies. 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