#embedded development
880 related articles
·4 min
From Vibe Coding to AI-Engineered Programming: A Practical Guide to Three Levels of Mastery
A deep dive into three levels of AI programming: Vibe Coding for rapid prototyping, Plan Mode for structured development, and AI-engineered programming for enterprise-grade projects with SDD and Claude Code SuperPower.
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·2 min
Codex vs Claude Code vs Cursor: In-Depth Comparison and Selection Guide for AI Coding Tools
In-depth comparison of Codex, Claude Code, and Cursor across pricing, stability, and strengths to help frontend and backend developers find their ideal AI coding assistant.
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·3 min
Claude Code Skills and MCP Resources: A Complete Guide from Beginner to Expert
A comprehensive guide to Claude Code Skills and MCP resources, covering international platforms like Skills.mp and Smithery plus Chinese alternatives, with a quick selection guide to boost AI coding productivity.
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·3 min
Token Doomsday: The Industry Truth Behind AI Coding's Spiraling Costs
GitHub Copilot shifts from flat-rate to per-token billing, sending dev costs from $29/mo to $1,000+. Uber burns its annual AI budget in months. A deep dive into Token Doomsday.
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·2 min
Complete Tutorial: Image2 + Codex to Generate Editable Figma Design Files
Learn how to use ChatGPT Image2 to generate high-quality UI mockups and OpenAI Codex to convert them into editable Figma vector files in three steps.
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·3 min
Claude Code + CC Switch Deployment Guide: Connect to DeepSeek Without an Overseas Account
Complete guide to deploying Claude Code with CC Switch proxy to connect DeepSeek V4 Pro — no overseas account needed. Covers Node.js, VS Code, and API setup.
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·2 min
DeepSeek Image Recognition Mode Tested: Screenshot-to-Code Achieves Up to 80% Accuracy
Hands-on testing of DeepSeek's image recognition mode for screenshot-to-code, covering Ant Design, Baidu, Bilibili, and Apple websites with ~80% accuracy.
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·3 min
India's Richest Man Ambani's AI Strategy: Full Penetration Across Phones, Apps, and Homes for 500 Million Users
India's richest man Mukesh Ambani is deeply integrating AI into Reliance Jio's telecom services covering 500M+ users. From real-time voice translation to smart homes, explore how Ambani democratizes AI through telecom infrastructure.
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·3 min
Cursor Composer 2.5: The Secret Behind an Open-Source Model's Reinforcement Training to a Top-3 Coding Benchmark Ranking
Cursor built Composer 2.5 on Kimi K2 open-source model, ranking 3rd on coding benchmarks and surpassing K2.6. Deep dive into Cursor's data flywheel, product architecture, and pricing.
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·3 min
Claude Code Desktop Hands-On: Transparent Context Window & CC Switch for Compute Freedom
Hands-on review of Claude Code Desktop's transparent context window, multi-project heatmap, efficiency panel, and CC Switch open-source routing gateway for model freedom.
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·2 min
Claude Code Installation Guide: Complete Tutorial for Connecting to the DeepSeek Model
Step-by-step guide to installing Claude Code and connecting it to DeepSeek V4 Pro via CC Switch proxy, covering setup, API configuration, and troubleshooting.
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·3 min
Setting Up GitHub Actions CI for ESP32 Projects: Automated Testing on Every Push with AI
Learn how to set up GitHub Actions CI for ESP32 projects using AI. Leverage ESP-IDF's Linux native testing to automatically compile and run unit tests on every push.
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·3 min
What Happens to Developer Jobs When AI Writes 80% of the Code? A Deep Dive into Anthropic's Landmark Report
Anthropic's latest report reveals over 80% of its codebase is AI-written and engineer output has grown 8x. A deep analysis of AI's impact on software development, the taste moat, AI bubble stages, and loop engineering.
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·3 min
Xiaomi Open-Sources MiMo Code: Cross-Session Memory System Tackles AI Coding's Amnesia Problem
Xiaomi open-sources MiMo Code with SQLite FTS5-powered cross-session memory, solving AI coding assistants' context loss. Supports multi-Agent collaboration, million-line codebases, and OpenAI-compatible APIs.
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·3 min
Five Hidden Features of Claude Code Explained: Design Choices Other AI Coding Tools Should Steal
Deep dive into Claude Code's five unique features: Skills script execution, CLAUDE.md file imports, /btw side questions, parallel Workflows, and Remote Control—revealing how they solve real AI coding pain points.
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·3 min
Claude Code in Practice: Building a WebSocket Real-Time Chat Room from Scratch
Learn how to build a WebSocket real-time chat room with Claude Code, covering multi-room systems, private messaging, emoji/image sending, message search and export, plus full setup and bug-fixing workflow.
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·2 min
CC Switch Configuration Guide: Complete Tutorial for Using Claude Code and Codex in China
Learn how to configure Claude Code and Codex in China using CC Switch, including model setup, API Key configuration, and local routing to fix format incompatibility issues.
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·3 min
DeepSeek Open-Sources a Terminal Coding Agent: A Claude Code Alternative with 38K GitHub Stars
DeepSeek's open-source terminal coding Agent: zero dependencies, million-token context, 20 parallel sub-agents, 38K+ GitHub Stars. A detailed comparison with Claude Code.
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·2 min
CSS if() Statements and Custom Functions: Media Queries Are About to Change Dramatically
CSS is introducing if() statements and @function custom functions, revolutionizing how media queries are written. Learn about inline conditionals, custom responsive functions, and their impact.
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·3 min
Dissecting Cursor's Technology: Why IDEs Are Being Agent-ified
Deep dive into how Cursor embeds Agent capabilities into the IDE — from context awareness and planning to layered rules and surgical diff review.
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