Step-by-step guides to build your own site · 44 tutorials
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.