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Top 5 Scalable AI Inference Providers for Startups (2026)
Compare the best AI inference providers for startups in 2026: serverless token APIs, dedicated endpoints, and GPU rental, with pricing and scaling tradeoffs.
MCP Gateway for AI Agents: Connecting AI Agents to SaaS Tools Without Sharing Your Credentials using DigitalOcean Action Gateway
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.
Cheapest Batch Inference for Low-Cost AI Inference: 6 Providers Compared (2026)
Compare batch inference pricing across DigitalOcean, Fireworks AI, Nebius, Together AI, AWS Bedrock, and Modal, with verified discounts and a worked cost example.
Structured Output Reliability at Scale: When JSON Schema Validity Breaks Down Under Concurrency
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 is the cheapest model on DigitalOcean. It's also the most verbose.
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
Does Context Length Affect Inference Cost Linearly? We Measured Why It Doesn't
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.
When pgvector Starts to Slow Down as Your Vector Table Grows
Learn when pgvector starts slowing down as your vector table grows, what causes performance bottlenecks, and how to keep vector search fast at scale.
Let’s Use the Emergent CSS random() Function in all the Browsers
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.
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