Step-by-step guides to build your own site · 50 tutorials
Strong UX ideas do not secure investment on their own. Through a worked example, Alex Williams breaks down how to define business value, calculate costs, test causality, and build a credible case for the return on a design initiative. - UX - Design - Business
Spot GPU Droplets give you self-serve, hourly access to NVIDIA HGX B300 and AMD Instinct MI350X/MI355X GPUs on DigitalOcean, with the price locked when you create the Droplet. The one design rule is that the Droplet can be reclaimed. This tutorial builds the checkpoint-and-resume loop that makes a t
Why routing between Kimi K3 and Claude beats picking one model for every task, and how to set it up with DigitalOcean's Inference Router.
Learn how DOKS handles Spot GPU Droplet reclaims and how to build a Kubernetes cluster that fails over to On-Demand GPUs automatically.
TThe web is evolving beyond menus, forms, and endless clicks toward experiences shaped around human intent. For UX designers, understanding this shift means re-evaluating their role, moving from designing visible interfaces to guiding transparent, intent-driven AI experiences.
A faster GPU won't fix RAG latency if your database sits far from your model. Why data locality matters more, and how to test it yourself.
Compare the best AI inference providers for startups in 2026: serverless token APIs, dedicated endpoints, and GPU rental, with pricing and scaling tradeoffs.
DigitalOcean Action Gateway holds your GitHub, Jira, and Postgres credentials so the AI agent never sees them. One managed MCP gateway, one merged pull request.
Compare batch inference pricing across DigitalOcean, Fireworks AI, Nebius, Together AI, AWS Bedrock, and Modal, with verified discounts and a worked cost example.
See how JSON Schema reliability changes under LLM concurrency, with measured vLLM results on truncation, constrained decoding, retries, and tail latency.
GLM-5.3-Flash lists at a fraction of its competitors' prices, but the discount you actually get depends entirely on one undocumented default: unconfigured requests run at maximum reasoning effort, cutting the real-world price advantage over Qwen3.8-Max from 12x to 2.3x. We spent $14.75 and 2,700 API
Long-context pricing is billed as linear, but serving cost is not. We measured Ministral 3 14B on a DigitalOcean H200 across 2K-256K tokens: KV cache pool capacity drives a 3.84x cost-per-token rise and a 256K crossover against the $0.20/1M serverless rate.
Learn when pgvector starts slowing down as your vector table grows, what causes performance bottlenecks, and how to keep vector search fast at scale.
The journey to create a polyfill for the upcoming CSS random() function that works in all browsers. Let’s Use the Emergent CSS random() Function in all the Browsers originally handwritten and published with love on CSS-Tricks. You should really get the newsletter as well.
Well, that’s a wrap. No, not a flex-wrap, but rather today marks a new day, week, month, season, aaaand new edition of What’s important (#18), bringing you the best content that developers have produced over the last couple of weeks or so. What’s !important #18: <geolocation>, Syntax ::highli
Could there be a better way to welcome the new month than with a new collection of desktop wallpapers? Whether you’re holding tightly onto summer or eagerly awaiting autumn, we’ve got some eye-catching designs to make your September just a bit more colorful. Enjoy!
The general idea is that we create a Document Picture-in-Picture window (DPIP window), and then we put HTML, CSS, and JavaScript into it. Creating Web Widgets Using the Document Picture-in-Picture API originally handwritten and published with love on CSS-Tricks. You should really get the newsletter
GraphRAG is an LLM inference workload, not a database choice. This article includes benchmark data, real cost breakdowns, and a reference architecture for building it right.
Learn why teams often move to dedicated inference too early and how to decide when serverless or dedicated inference makes the most sense for your workload.
The CSS animation-trigger property allows you to delay the start of a CSS animation until a specific trigger occurs. animation-trigger originally handwritten and published with love on CSS-Tricks. You should really get the newsletter as well.
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