# large language model

Complete Guide to Building Claude MCP Services: From Local Development to Remote Deployment

Complete guide to MCP server setup: FastMCP local development, Claude CLI registration, STDIO vs HTTP communication modes, and Docker containerized remote deployment for AI-callable tool services.

LangGraph 0.5.3 + MCP Agent Developmen…

LangGraph 0.5.3 + MCP Agent Development in Practice: Security Authentication & Deployment Guide

LangGraph 0.5.3 introduces MCP server security authentication and agent deployment solutions. Combined with Qwen3 models, it provides a complete production-grade AI agent development stack.

AI Agent Practical Development: A Comp…

AI Agent Practical Development: A Complete Guide from Concept to Building Production-Grade Intelligent Agents

A deep dive into AI Agent core principles and practical development paths, covering perception-decision-execution capabilities, MCP protocol tool integration, and analysis of Manus and AutoGLM.

Research

AI Gaming Showdown: O3 Pro Demonstrate…

AI Gaming Showdown: O3 Pro Demonstrates Stunning Planning Capabilities

Researchers tested major AI models with Tetris, Super Mario, and Sokoban. O3 Pro showed unprecedented planning ability, becoming the only model to clear all levels. Game testing reveals AI's evolution from pattern matching to strategic thinking.

Zen MCP: An Open-Source Tool That Lets…

Zen MCP: An Open-Source Tool That Lets Claude Orchestrate Multiple AI Models in Collaboration

Deep dive into Zen MCP, an open-source project that lets Claude Code orchestrate Gemini, O3, and other AI models via MCP protocol, with cost-reduction proxy setup guide.

DeepSeek V4 Flash MTP Speculative Deco…

DeepSeek V4 Flash MTP Speculative Decoding Real-World Test: A Guide to 20% Faster Local Inference

Real-world testing of DeepSeek V4 Flash with MTP speculative decoding: ~20% speedup for code generation, minimal gains for text. Covers memory overhead, accuracy differences, Q4 vs Q3 quantization, and full deployment tutorial.

AI Coding Real-World Test: GPT-5, Gemi…

AI Coding Real-World Test: GPT-5, Gemini 2.5 Pro, Kimi K2, and Grok 4 All Fail at Web Scraping

Real-world test using Cursor IDE: GPT-5, Gemini 2.5 Pro, Kimi K2, and Grok 4 all fail at static web scraping while Claude leads with 126 pages. Deep analysis of why top AI models struggle.

Building a SaaS Website with AI and Ze…

Building a SaaS Website with AI and Zero Code: A Complete Bolt + Cursor Walkthrough

Learn how to build a SaaS website with AI image generation, multimodal chat, and webpage replication using only Bolt and Cursor — no code required. Covers prompt design, architecture, and iteration techniques.

Tech Frontiers

Claude Opus 4.8 Real-World Testing: 75…

Claude Opus 4.8 Real-World Testing: 750K Lines of Code Migration & 3D Modeling Capabilities Analyzed

Claude Opus 4.8 released just 6 hours ago with stunning results: Android team migrates 750K lines of Rust code at 99.8% pass rate, Hugging Face exec generates Boeing 747 3D model with one prompt, game AI outperforms GPT-5.5 and Gemini 3.1 Pro.

Claude Opus 4.8 Launches on Cursor: Dual Improvements in Efficiency and Persistence

Claude Opus 4.8 Launches on Cursor: Dual Improvements in Efficiency and Persistence

Cursor announces Claude Opus 4.8 is live. CursorBench shows significant gains in coding efficiency and task persistence. Analysis of key improvements and market impact.

Bolt.DIY + Claude 3.7 Sonnet: Building…

Bolt.DIY + Claude 3.7 Sonnet: Building Full-Stack Apps with Zero Code

Learn how to use open-source Bolt.DIY with Claude 3.7 Sonnet to build full-stack web apps with zero code. Includes local deployment tutorial, hands-on demo, and cost analysis—an AI course platform built in 13 minutes for $3.

Bolt.diy + Gemini 2.0: A Complete Tuto…

Bolt.diy + Gemini 2.0: A Complete Tutorial for Free No-Code APP Development

Learn how to use open-source Bolt.diy with Gemini 2.0 via OpenRouter to build complete apps for free with zero coding. Covers setup, hands-on demo, and pros/cons analysis.

Bolt DIY Setup Guide: Complete Guide t…

Bolt DIY Setup Guide: Complete Guide to the Free Open-Source AI Coding Tool

Complete guide to setting up Bolt DIY, the free open-source AI coding tool. From environment setup and free API integration to building and deploying high-performance websites at zero cost.

Bolt DIY + Claude 3.7: Complete Guide …

Bolt DIY + Claude 3.7: Complete Guide to Building a Zero-Cost AI Coding Environment

Learn how to build a local AI coding environment with open-source Bolt DIY and Claude 3.7 Sonnet API. Build complete apps for just 11 cents, with free model alternatives and full deployment workflow.

Bolt.New Integrates Supabase: A Practi…

Bolt.New Integrates Supabase: A Practical Guide to Building Full-Stack Apps with Zero Code

Learn how Bolt.New's deep Supabase integration enables zero-code full-stack app development with authentication, database, and file storage using natural language prompts.

Tech Frontiers

Bolt Now Supports Expo: The Era of Zer…

Bolt Now Supports Expo: The Era of Zero-Code Native App Development Has Arrived

Bolt officially integrates Expo framework, enabling zero-code iOS and Android native app development. Learn about the Bolt+Expo technical approach and future EAS automated deployment plans.

Building an On-Chain Trading Bot Manag…

Building an On-Chain Trading Bot Management Dashboard with AI — Zero Coding Required

Learn how to use the open-source AI framework Bolt with DeepSeek LLM API to build a visual on-chain trading bot management dashboard through natural language — zero coding required.

DeepSeek V3 + bolt.html: A Practical G…

DeepSeek V3 + bolt.html: A Practical Guide to Generating Beautiful Web Pages with Zero Code

Learn how DeepSeek V3-0324 and open-source tool bolt.html combine to generate beautiful HTML pages with zero code using prompt engineering techniques.

Dyad: A Free, Open-Source AI Full-Stac…

Dyad: A Free, Open-Source AI Full-Stack Builder — An In-Depth Look at This Lovable Alternative

In-depth review of Dyad, an open-source AI full-stack builder. Supports local execution, multiple AI models, and component-level editing. A free, privacy-first alternative to Lovable and Bolt.new.

AI-Generated 2D Game Animations & Scen…