574 related articles

A step-by-step guide to installing Claude Code locally on Windows and swapping its underlying model for the DeepSeek API—enabling low-cost AI coding with no VPN required. Covers Node.js setup, Claude Code config, and getting a DeepSeek API Key.

Shrinking GitHub Copilot student benefits? Learn to install the Claude Code plugin in VSCode and connect the DeepSeek V4 API via CCSwitch—powerful Agent capabilities at 25% price, no IDE switch needed.

Step-by-step guide to building a free AI code editor using DeepSeek R1's free API with VS Code and Roo Code plugin. Generate a Snake game with one sentence—the best free Cursor alternative.

Two methods to connect DeepSeek V4 API to GitHub Copilot in VSCode: quick setup via DeepSeek for Copilot extension and fully customizable OAI extension with 1M token context window.
TutorialsStep-by-step tutorial: Build a low-cost AI programming assistant using DeepSeek-V3 API with VSCode's Continue plugin. Covers setup, API Key configuration, code completion demo, and Ollama local deployment.
TutorialsComplete guide to setting up a VSCode + Claude Code + DeepSeek AI programming environment from scratch, covering Git installation, Claude Code configuration, CC Switch multi-model management, and VSCode plugin integration for embedded developers.
Product ReviewsHands-on comparison of GPT 5.5, Opus 4.7 (Claude Code), and DeepSeek V4 Pro through a 3D flight simulator and WebGPU shader test — covering coding ability, pricing, and real-world performance.
Product ReviewsReal-world benchmark comparing Codex and Claude Code with DeepSeek: 30 tests show Claude Code is 5.7x faster with a perfect 100 stability score vs Codex's 40.
TutorialsTutorial: Use CC Switch to replace Claude Code's backend model with DeepSeek V4 Pro in VS Code—1M token context at 1/50th the cost. Setup in 3 minutes.
TutorialsStep-by-step tutorial: Connect VS Code's Claude Code plugin to DeepSeek V4 Pro via CCSwitch, bypassing auth limits and cutting AI coding costs to 25%.

Deep comparison of Musk's xAI vs Zuckerberg's Meta in the AI race. Analyzing why xAI achieves more with less while Meta's massive spending yields limited breakthroughs.

Tigriden is a minimalist Rust workbench using only 40MB of memory, designed for AI coding agents like Claude Code. No Electron, no LSP—leaving resources for AI.

A senior developer admits 95% of work is done by Claude Code, with 10x productivity gains. From coding to architecture, AI is eroding programmers' core skill moats. Deep analysis of AI coding's impact on tech employment.

DeepSeek-V4-Flash-0731 scores 50 on the Intelligence Index, nearly matching the frontier model score of 51 from five months prior. We analyze local deployment, hardware requirements, and implications.

DeepSeek V4 Flash model weights reportedly open-sourced. This article analyzes its lightweight positioning, open-weight value, comparisons with closed-source models, and deployment guidance.

Why memory bandwidth (GB/s), not VRAM size, determines local LLM inference speed. Includes tokens/sec formula, GPU bandwidth comparison, and a practical card selection framework.

Learn why memory bandwidth (GB/s)—not VRAM size—determines local LLM inference speed. Get the tokens/sec formula, GPU bandwidth comparisons, and a practical card selection hierarchy.

Analysis of whether spending 20% more on hardware for self-hosting Kimi K3 to gain 20% task performance improvement is worthwhile, covering inference precision, VRAM optimization, and tiered deployment.

Guide to running Claude Code via Ollama locally: troubleshooting API errors, output token limits, model freezes, with model selection, parameter tuning, and alternative tool recommendations.

A deep dive into LLM inference cost structure and profitability models—from GPU throughput, MoE architecture, and KV Cache to scale effects—revealing the business logic behind API price wars.