#CANN
4405 related articles
·2 min
PyCharm 2026.1 Deep Dive: Native AI Coding Assistant & Legitimate Licensing Guide
Deep dive into PyCharm 2026.1: native Claude AI integration, competitive analysis vs Cursor, official free and paid plans, and why to avoid pirated cracks.
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 →
·4 min
Claude Code Skill Mechanism Explained: Progressive Loading & Practical Creation Guide
Deep dive into Claude Code's Skill mechanism: progressive loading principles, differences from CLAUDE.md/MCP, four creation methods, and advanced features.
Read more →
·2 min
Three Key Narrative Threads Behind Siri's Reboot
Apple's Siri is undergoing its biggest reboot ever. Tim Cook sets AI strategy, Craig Federighi leads integration, and Mike Rockwell rebuilds Siri from the ground up.
Read more →
·1 min
Exa Launches Source Attribution: A New Benchmark for AI Content Traceability and Transparency
Exa launches Source Attribution, letting users view prompts, cited sources, and full recipes behind AI-generated content, with one-click iteration support.
Read more →
·2 min
Getting Started with LLM Fine-Tuning: Teaching AI New Tricks with Your Own Data
A detailed guide to LLM fine-tuning: core concepts, three key characteristics, and when to use it. Learn how to train a specialized AI model with small, high-quality datasets, plus comparisons with RAG and prompt engineering.
Read more →
·3 min
Fired 6 Times, He Achieved 95% Profit Margins with Digital Products — Here's How
Indie developer Marc Lou was fired 6 times before pivoting to digital products, achieving $1.5M+ annual revenue with 95% profit margins. Learn his business model, pricing strategy, and AI marketing tactics.
Read more →
·3 min
AI Coding Tools Showdown: Cloud Code, Cursor, Codex & OpenCode (International Big Four) VS China's Top Three
Comprehensive comparison of 7 mainstream AI coding tools in 2026: Cloud Code, Cursor, Codex, OpenCode vs Trae, Tongyi Lingma, Wenxin Quick Code across features, strengths, and use cases.
Read more →
·2 min
Claude Phone Number Verification Failed? SMS Receiving Platform Solutions
Guide to solving Claude registration phone verification failures using online SMS receiving platforms. Get a temporary foreign number and complete verification in 5 steps.
Read more →
·2 min
iOS 27 New Details Leaked: Major Notification Center Gesture Changes, Find My Interface Redesign
iOS 27 leaks reveal major changes: Notification Center gesture moves to upper left with new animations, Find My visual redesign, Photos Clean Up improvements, and under-the-hood security upgrades.
Read more →
·2 min
Deep Dive into the AI Bubble: The Death Spiral of Losing $1.22 for Every $1 Earned
Deep analysis of the AI industry bubble: OpenAI's -122% profit margin, enterprise token budgets burned in months, NVIDIA's shell game, and collapsing software quality.
Read more →
·2 min
Building a Complete Mini Program with Codex: A Full-Process Walkthrough from Zero to Launch
A detailed walkthrough of building a complete WeChat Mini Program from scratch using OpenAI Codex, covering seven image tool features, membership system, WeChat Pay integration, and AI-assisted development strategies.
Read more →
·1 min
OpenAI Codex Deep Dive: The AI Development Tool That Makes Programming Feel Like Flying
Deep dive into how OpenAI Codex redefines programming. From real developer feedback to the Time to Fly project, analyzing Codex's strengths in code generation, context understanding, and the AI coding tool competitive landscape.
Read more →
·1 min
Getting Started with Codex from Scratch: Complete Guide from Registration to Setup
Complete guide to getting started with Codex: GPT registration, SMS verification, US Apple ID setup, ChatGPT app installation, and subscription plan selection for beginners.
Read more →
·3 min
Complete Guide to Connecting OpenAI Codex with MCP Servers: Configuration & Hands-On Practice
Learn how to configure MCP servers for OpenAI Codex. Step-by-step TOML setup with Context7, hands-on verification, and best practices for extending Codex capabilities.
Read more →
·2 min
OpenAI Codex Parallel Tasks in Practice: Multi-Task Concurrent Execution Tips and Best Practices
A detailed guide to OpenAI Codex Cloud parallel task execution, covering isolated container principles, concurrent UI component generation demos, merge conflict handling, and maintaining human review in AI programming.
Read more →
·3 min
Roo Code Deep Dive: A Guide to the Multi-Model AI Coding Assistant for VS Code
Deep dive into Roo Code (formerly Roo Cline) VS Code extension: multi-AI backend switching, auto-diff code review, terminal command execution, and Architect Mode explained with practical tips.
Read more →
·3 min
Claude Code Enterprise E-commerce in Practice: A Methodology for Taking AI Programming from Demo to Industrial-Grade
A deep dive into engineering methodology for enterprise e-commerce development with Claude Code and Harness AI, covering architecture, code quality, and CI/CD practices.
Read more →
·2 min
Claude Code Goes Viral: Opportunity or Crisis for Programmers?
In-depth analysis of Claude Code's impact on programmers: efficiency gains, junior role disruption, hidden AI code bugs, and skill degradation risks. With practical advice for developers.
Read more →
·2 min
Complete Guide to Codex Installation & DeepSeek Integration Troubleshooting
Complete troubleshooting guide for Codex installation and DeepSeek API integration, covering 401/402/502 errors, model display issues, startup failures, and a universal fix.
Read more →