#technical debt
35 related articles
·3 min
Cursor Internal Data: 75% of Code Generated by AI, Engineers Transforming into Agent Managers
Cursor reveals internal data: enterprise AI-generated code surges from 15% to 75%, Agent requests grow 15x YoY, and 30% of PRs are completed entirely by Agents. Engineers are becoming Agent managers.
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What Is Cursor? A Complete Guide to th…
·4 min
What Is Cursor? A Complete Guide to the AI-Native Programming IDE's Core Features and Use Cases
Deep dive into Cursor's four core features: AI-native design, natural language code generation, context awareness, and multi-model switching. Compare it with traditional IDEs to see if Cursor can boost your dev efficiency.
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Will AI Replace Programmers? Here's Wh…
·3 min
Will AI Replace Programmers? Here's What a Senior Developer Who Started Coding at 30 Has to Say
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.
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AI Agent Productivity Guide for Develo…
·3 min
AI Agent Productivity Guide for Developers: Practical Methods to Automate 84% of Non-Coding Work
Developers spend 84% of their time on non-coding tasks. Learn how to use AI Agents to automate Jira tickets, tech docs, and multi-project management with Claude Code and Tmux workflows.
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Claude Code Cookbook: 39 Commands to F…
·2 min
Claude Code Cookbook: 39 Commands to Fully Automate Your PR Workflow
Deep dive into Claude Code Cookbook: 39 slash commands covering PR automation, code refactoring, and tech debt management to multiply your Code Review efficiency.
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AI Coding Skill Mechanism Explained: M…
·4 min
AI Coding Skill Mechanism Explained: Making AI Work Efficiently with Professional SOP Workflows
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.
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Rebuilding a Complete GUI App with Dee…
·2 min
Rebuilding a Complete GUI App with DeepSeek for Just $2.50: A Real-World AI Programming Cost Breakdown
A Bilibili creator used DeepSeek V4 Pro via Cursor to rebuild a complete IndexTTS GUI app for just 18.63 RMB (~$2.50). Full breakdown of the AI coding workflow, features, and cost comparison.
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·3 min
Click and Drag to Code: The New Paradigm of AI Visual Programming
Explore how AI visual programming transforms development from writing code line-by-line to click-and-drag operations, and its impact on developers and the future of software.
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·2 min
Claude Has Written 80% of Its Own Code: Anthropic's Internal Data Reveals the State of AI Self-Development
Anthropic's internal data shows Claude writes 80% of its own code, engineers produce 8x more output, and open-ended task success jumped from 26% to 76%. The era of AI developing AI is accelerating.
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Tutorials·3 min
Building an AI Software Factory from Scratch: A Cursor Engineer's Hands-On Experience with Multi-Agent Collaboration
Cursor engineer Eric shares practical insights on building an AI software factory: automation levels, guardrail design, parallel Agent management, and scaling to 1000+ Agents for 24/7 development.
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Industry Insights·3 min
The Survival Crisis and Transformation Path for Traditional Programmers in the AI Coding Wave
Since 2025, AI-driven tech layoffs intensify with 75% of coding work coverable by AI. This article analyzes programmers' structural elimination crisis and the transformation path from code workers to AI architects.
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Industry Insights·2 min
AI Writes Code 2x Faster, But Maintenance Costs Triple: A Guide to Breaking the Efficiency Paradox
AI coding tools double development speed but triple maintenance costs. This article analyzes quality issues, technical debt accumulation, and provides actionable strategies to balance efficiency with maintainability.
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Expert Opinions·3 min
Burning Money on AI with Nothing to Show? Three Hidden Pitfalls a Developer Learned After Spending $140
A developer spent $140 in Tokens probing AI's limits and identified three hidden pitfalls: using cheap models, building spaghetti projects, and creating vanity products without demand validation.
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Tutorials·2 min
Beyond Vibe Coding: A Practical Guide to Systematic AI Programming Workflows
A deep dive into systematic AI programming workflows covering context management, custom commands, and code review. Move beyond Vibe Coding with a Plan-Prompt-Generate-Review-Iterate process.
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Tutorials·2 min
Beyond Vibe Coding: A Practical Guide to Systematic AI Programming Workflows
A deep dive into systematic AI programming workflows covering context management, custom commands, and code review. Move beyond Vibe Coding with a Plan-Prompt-Generate-Review-Iterate process.
Read more →
Tutorials·3 min
Getting Started with Claude Code: Installation, Configuration, and Practical Tips for a Terminal AI Coding Assistant
A detailed guide to Claude Code's installation, core advantages, and practical workflows. This terminal-based AI coding assistant offers deep codebase understanding, Git integration, and GitHub automation.
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Tutorials·3 min
Getting Started with Claude Code: Installation, Configuration, and Practical Tips for a Terminal AI Coding Assistant
A detailed guide to Claude Code's installation, core advantages, and practical workflows. This terminal-native AI coding assistant offers deep codebase understanding, Git integration, and GitHub automation.
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Tutorials·3 min
Claude Code in Practice: A Real Development Workflow Completing a Full Feature in 18 Minutes
Real case study showing Claude Code's efficient dev workflow: four-part prompt template, three-round iterative fixes, code review methods, and decision frameworks to save 60% coding time.
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Product Reviews·1 min
Claude Opus 4.6 vs GPT 5.3 Programming Showdown: Who Is the AI Code King?
ThePrimeagen tests Claude Opus 4.6 vs GPT 5.3 on an identical Rust+JSX task. GPT wins with leaner code, but the real insight: AI is a multiplier on your existing engineering skills.
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Product Reviews·1 min
Claude Opus 4.6 vs GPT 5.3 Programming Showdown: Who Is the AI Code King?
ThePrimeagen tests Claude Opus 4.6 vs GPT 5.3 on identical Rust+JSX tasks. GPT wins with leaner code and real JSX compilation. Key insight: AI is a multiplier—your engineering skill is what matters.
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