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A Beginner's Real Experience with AI P…
A zero-experience beginner's real journey using Doubao, ChatGPT, and Cursor to build an ESP32 hardware project. Deep analysis of AI programming limits and programmer future.
AI Era Survival Guide for Programmers:…
In-depth analysis of AI programming's impact on traditional developers, covering Vibe Coding trends, the emerging FDE role, and how programmers can transform through business acumen and architectural thinking.
Will AI Coding Replace Programmers? A …
Will AI coding tools like Claude Code and Codex replace programmers? This analysis compares replacement risks across internet and manufacturing industries with practical career advice.
Claude Code Ultra Code in Practice: On…
Learn how to use Claude Code's Ultra Code and Dynamic Workflow to orchestrate 100+ Agents in parallel, with Deep Research demos, token-saving tips, and workflow reuse methods.
Will AI Replace Programmers? Here's Wh…
Will AI replace software engineers? A senior developer who started coding at 30 shares his real-world perspective on AI's impact on programming and what makes developers irreplaceable.
Claude Code Can't Remember Your Progre…
Learn how to build a progress Skill for Claude Code using skill.md files to save and restore development progress across sessions, solving the context loss problem.
Getting Started with Claude Code: Inst…
A complete guide to Claude Code: installation, setup, and comparison with Cursor, Copilot, and Trae. Learn how its full-project context understanding and auto-debugging make it a top AI coding tool.
Codex and Claude Code Multi-Agent Coll…
Learn how to make Codex and Claude Code collaborate like a team. Use a cloud Agent orchestrator, shared project spaces, and clear task division to build a multi-AI Agent team workflow.
Codex vs Claude Code In-Depth Comparis…
In-depth comparison of Codex vs Claude Code across pricing, stability, and capability focus—analyzing differences in frontend UI and backend logic development with workflow recommendations.
Guo Yu on the AI Agent Era: The End of…
Former ByteDance engineer Guo Yu analyzes the AI Agent revolution: how Claude Code's Skill feature signals the end of traditional software, the SaaS collapse, and the future of knowledge workers.
DeepSeek-TUI: Five Core Capabilities o…
Deep dive into DeepSeek-TUI's five core capabilities: TUI interface, reasoning display, auto model selection, million-token context, and session rollback. Compare with Claude Code and Codex.
AI Coding Gone Wrong: A No-Code Writin…
A real-world account of building an AI writing assistant with zero code — featuring three crashes, a four-step delivery process, and hard-won lessons for Vibe Coding.
Advanced Claude Code: 5 Skill Techniqu…
5 advanced Claude Code Skill techniques — Prompt Optimizer, Deep Interview, Real Plan, Code Simplifier, and Skill Creator — to build reusable AI workflows that reduce rework and boost precision.
AI Agent Development Learning Roadmap:…
A systematic AI Agent development learning roadmap covering LLM API calls, ReAct framework, memory mechanisms, and multi-agent collaboration across four stages with timeline and project suggestions.
AI Agent Global Variable Pool & Memory…
Deep dive into global variable pool design for AI Agent development, covering three memory types, variable scoping, node execution architecture, and placeholder variable replacement workflows.
One-Click JMeter Script Generation wit…
Automate JMeter script generation with AI Skills, cutting manual configuration from 1 hour to 5 minutes. Learn the core Skill template elements, real efficiency data, and team standardization value.
A Practical Guide for Agent Engineers:…
Master the three-phase methodology for Agent engineers: Ideation, Iteration, and Evolution. Build reliable AI programming systems without over-engineering.
Vibe Coding in Practice: Building a GP…
A detailed guide to the four-step document-driven Vibe Coding method: from requirements docs to code generation, building a GPS check-in app with AI from scratch.
AI Coding Skill Mechanism Explained: M…
Deep dive into the Skill mechanism in AI coding: definition, purpose, and usage. Learn how Skills differ from Agent Constitutions and enable AI to follow professional workflows for tasks like debugging, code review, and requirements analysis.
The Complete Guide to Claude Code: A P…
Deep dive into Claude Code's core strengths, Prime mode, and interrogative programming. Compare with Cursor and Copilot, analyze AI coding in 0-to-1 vs 1-to-100 scenarios.