#NPU
1009 related articles
·3 min
Reverse-Engineered Claude Design Open-Source Project Surges to 16K Stars on GitHub
A developer reverse-engineered Claude Design into an open-source Skill for any Coding Agent. Generate presentations, homepages, app prototypes, and animations with one prompt. 16K GitHub Stars.
Read more →
Complete Guide to Cursor AI's Seven Wo…
·4 min
Complete Guide to Cursor AI's Seven Work Modes: From Beginner to Power User
In-depth guide to Cursor AI's seven work modes: Plan, Debug, Multitask, Ask, Image, Skills, and MCP Servers, with practical demos and scenario selection tips.
Read more →
·3 min
OpenAI Codex in Practice: Context References, Reasoning Levels, and TODO-to-Task Conversion Explained
A deep dive into three core OpenAI Codex extension features: adding prompt context with @ symbols and images, adjusting AI reasoning levels, and converting TODO comments into Codex tasks.
Read more →
·4 min
MCP vs Function Calling: Core Differences and Selection Guide
Deep dive into 3 core differences between MCP and Function Calling: coupling, interaction breadth, and security. Learn why AI needs a unified protocol and how to choose the right approach.
Read more →
·4 min
Claude + Trae IDE with Yakit: Automated Penetration Testing via MCP in Practice
Learn how to use Claude LLM with Trae IDE and MCP protocol to orchestrate Chrome browser and Yakit for automated penetration testing, covering setup, agents, and vulnerability detection.
Read more →
·3 min
The Rise of Model Routing: Breaking Through the Enterprise AI Cost Crisis
Enterprise AI spending is out of control. Model routing emerges as the solution—from Cisco's token economics to Cognition's productivity guarantee, learn how intelligent routing cuts AI costs by 95%.
Read more →
·2 min
Tsinghua and Zhipu Release Full-Stack Web Dev Benchmark: Top AI Models Fail Spectacularly
Tsinghua and Zhipu AI release a full-stack web dev benchmark with three difficulty levels. Top models like Gemini 2.5 Pro see scores plummet from 63 to 11.7 on full-stack tasks, exposing AI's real limits.
Read more →
·2 min
XAI Releases Grok Build Programming Model, Gemini Spark Opens to Ultra Users
XAI launches Grok Build 0.1 coding model API beta at $1/M tokens; Google Gemini Spark agent opens to Ultra users; OpenAI Codex Computer Use arrives on Windows; DeepSeek scales back features.
Read more →
·1 min
OpenAI Codex Personal Activity Profile Feature Explained: Data Visualization and Gamification Design
OpenAI Codex launches personal activity profile with activity graphs, streaks, token usage stats, and gamification design. A deep dive into its features, privacy philosophy, and product strategy.
Read more →
·2 min
Grok Free Usage Guide: A Complete Breakdown of AI Chat and Image Generation Features
A detailed guide to using Grok for free, covering AI image generation, unrestricted chat, role-playing features, comparisons with ChatGPT and Claude, and tips for safe access.
Read more →
·1 min
Cosmos Unified Agents Platform First Live Demo: A Platform-Level Solution for Multi-Agent Collaboration
Cosmos Unified Agents Platform gives its first live demo, detailing its design philosophy and cloud agent operations. Learn how it solves AI Agent fragmentation with unified multi-agent building, deployment, and management.
Read more →
·4 min
Agent Beginner's Guide: Architecture Principles and Practical Efficiency Tips
A deep dive into AI Agent principles, core architecture, and practical applications. Learn how Agents differ from LLMs and how to leverage Agent Skills to boost productivity.
Read more →
·3 min
Sonar Tests Code Quality Across 53 LLMs: Claude Has the Most Security Vulnerabilities, GPT-5 Code Volume Surges 5x
Sonar evaluates 53+ LLMs on 4,444 Java tasks: Claude has the highest security vulnerability density at 300/million lines, GPT-5 code volume surges 5x to 1.2M lines. Deep analysis of real-world code quality.
Read more →
·4 min
MCP Protocol Explained: Architecture Principles and Hands-On Configuration Guide
Deep dive into MCP (Model Context Protocol): core concepts, four-layer architecture, and hands-on configuration. Learn how MCP transforms AI from a suggestion generator into a true executor.
Read more →
·3 min
OpenAI Researcher: Spec Documents Are the Real Code
OpenAI researcher Sean Grove argues code is only 10-20% of value—spec documents are the real source code. From Vibe Coding insights to model alignment, why writing specs will be the scarcest skill in the AI era.
Read more →
·2 min
Launching on the App Store for Under $120: A Full Cost Breakdown of AI-Powered Development
Develop an app with AI coding tools and publish it on the App Store for as little as $99. A detailed breakdown of Apple Developer fees, servers, domains, AI tools, and compliance costs.
Read more →
·3 min
CODESYS MCP Tools Explained: Configuration and Practice for AI-Driven PLC Programming
Detailed guide on CODESYS MCP Server architecture, 19 tool capabilities, IDE and AI client configuration, with traffic light and motion control program generation demos.
Read more →
·2 min
In-Depth Review of AI Role-Playing Chat Apps: A Realistic Analysis of High-Freedom AI Companion Experiences
In-depth analysis of high-freedom AI companion chat apps covering character customization and immersive dialogue, with rational comparison to Character.AI and other mainstream AI role-playing products.
Read more →
·2 min
Free Grok Image Generation Tools Tested: In-Depth Analysis of Third-Party Platform Capabilities and Security Risks
Hands-on testing of third-party free Grok image generation platforms, analyzing data privacy risks and business logic, with recommendations for using Grok via official channels like X and grok.com.
Read more →
·5 min
CherryStudio + MCP: Tutorial for Building Automated AI Agents and Local Knowledge Bases
Complete guide to building automated AI agents with Cherry Studio and MCP protocol, covering environment setup, MCP Server configuration, web scraping, Shell execution, and Ollama local knowledge base deployment.
Read more →