An interview with Xiaomi's president confirms the company's plans to produce a custom chip yearly.
Compare 4-bit vs 8-bit quantization for local LLMs. See quality benchmarks, speed improvements, and VRAM savings to choose the right quantization for...
Compare Mac and PC hardware for running local LLMs. See M3 Pro/Max vs RTX 4090/3090 benchmarks, unified memory vs VRAM, and recommendations for every...
Run large language models on 8GB GPUs with quantization, model selection, and optimization techniques. Perfect for RTX 3070, 4060, and older hardware...
Compare Ollama and vLLM performance with real benchmarks. Learn when to use each tool, throughput differences, memory usage, and best use cases for lo...
Calculate the true cost of self-hosted LLMs vs OpenAI, Anthropic, and other cloud APIs. Includes hardware, electricity, maintenance, and hidden costs...
Master vLLM production deployment with Docker, Kubernetes, and monitoring. Learn PagedAttention optimization, multi-GPU setup, and OpenAI-compatible A...
Deploy DeepSeek R1 locally with our step-by-step guide. Learn hardware requirements, Ollama and vLLM setup, quantization options, and performance opti...
Compare DeepSeek R1 performance on RTX 4090 vs Apple M3 Max. See benchmarks, quantization impact, and practical tips for running reasoning models on c...
Master Cursor's .cursorrules file to enforce coding standards, inject context, and teach the AI your project's unique patterns. Advanced configuration...
Can AI actually debug better than experienced developers? We compare Claude Code's debugging capabilities against traditional printf debugging and IDE...
AI coding assistants promise productivity gains, but at what cost? We built a calculator to compare GitHub Copilot, Cursor Pro, and Claude Code usage...
Generic AI suggestions waste time. Learn to customize Cursor, Copilot, and Claude Code to understand your specific frameworks, patterns, and coding st...
Moving to Cursor doesn't mean abandoning your toolchain. Learn how to integrate Cursor with Git workflows, CI/CD pipelines, code review processes, and...
Claude Code works best when properly integrated into your existing workflow. Here's the complete setup guide for VS Code including extensions, keybind...
Running LLMs locally for coding is now viable. We measured latency, token throughput, and privacy tradeoffs between local Ollama/CodeLlama setups and...
Three AI-native IDEs, three different philosophies. We compare Cursor's agentic approach, Claude Code's context awareness, and Cody's codebase intelli...
Is GitHub Copilot's $19/month worth it when Claude Code is available? We measured code completion accuracy, suggestion relevance, and developer produc...
OpenFANG is a production-ready Agent Operating System built in Rust with 180ms cold start time, 40MB memory footprint, and 16-layer security model. We...
Sidecarless service mesh architectures like Istio Ambient Mode are reducing complexity and reigniting enterprise adoption in 2026. The post Why Servic...