Calculate the exact VRAM requirements for 70B models like Llama 3.1 70B. Covers quantization, KV cache, GPU offloading, and a buying guide for 16GB to 48GB cards. Continue reading VRAM Poverty Line: Why 16GB Is the Minimum GPU for Running 70B Models in 2026 on SitePoint.
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Explore the long context window vs RAG debate with a practical decision framework, cost calculators, and code examples for Gemini and Claude to determine when RAG is unnecessary. Continue reading The Small Data Revolution: Why You Don’t Need RAG for 1M Token Windows on SitePoint.
The Small Data Revolution: Why You Don’t Need RAG for 1M Token Windows Read More »
Learn how to run local LLMs on consumer hardware in 2026. Covers open-weight models, GPU requirements, Ollama vs vLLM vs LM Studio vs Jan, setup tutorials, and benchmarks. Continue reading The Definitive Guide to Local LLMs in 2026: Privacy, Tools, & Hardware on SitePoint.
The Definitive Guide to Local LLMs in 2026: Privacy, Tools, & Hardware Read More »
Ollama vs vLLM compared with benchmark data at 1 and 50 concurrent users. A decision framework to know when Ollama’s simplicity becomes a liability and vLLM’s throughput justifies the overhead. Continue reading Ollama vs. vLLM: When to Start Scaling Your Local AI Stack on SitePoint.
Ollama vs. vLLM: When to Start Scaling Your Local AI Stack Read More »
Learn how to set up local LLM code completion in VS Code using Ollama and Continue. Get Copilot-like autocomplete with full privacy — no cloud, no data leaks. Continue reading Beyond Chat: How to Set Up Local LLM Code Completion in VS Code (Without Copilot) on SitePoint.
Beyond Chat: How to Set Up Local LLM Code Completion in VS Code (Without Copilot) Read More »
Learn how WebGPU browser AI enables client-side LLM inference with zero server GPU costs. Includes benchmarks, a hands-on tutorial with Transformers.js, and fallback strategies. Continue reading Why WebGPU Is the Future of Browser-Based AI (No Python Required) on SitePoint.
Why WebGPU Is the Future of Browser-Based AI (No Python Required) Read More »
A React 19 compiler vs Svelte 5 benchmark comparing TTI, INP, memory, and frame budget on a 10,000-row stock ticker with high-frequency updates. Full results and analysis. Continue reading React 19 Compiler vs. Svelte 5: The Virtual DOM Latency Benchmark on SitePoint.
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Learn how OpenAI’s new agentic primitives—Skills, hosted shell, and server-side compaction—solve reliability, execution, and context limits for long-running AI agents. Continue reading OpenAI’s New Agentic Primitives: A Beginner’s Guide to Skills, Hosted Shell, and Server-Side Compaction on SitePoint.
WebCodecs API tutorial: Master hardware-accelerated video encoding/decoding in JavaScript. Build video editors, live streams & more without server processing. Continue reading How to do video processing in the browser with WebCodecs on SitePoint.
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AI code generation vs low-code platforms: Compare development speed, code quality & scalability. Learn when to use each approach or combine both strategically. Continue reading AI Code Generation vs Low Code: Which is Right for Your Dev Workflow? on SitePoint.
AI Code Generation vs Low Code: Which is Right for Your Dev Workflow? Read More »
