← AI Coding in Practice

Mastery

10+ yrs

You have enough experience. The real questions now: how to monetize it, how to exit on your terms, or whether to start another round.

  1. Code Review Is the Real AI-Era Bottleneck — And Your Team Isn't Doing It

  2. I Built a Fully Automated Short-Video Pipeline with Claude Code. Two Months In, Here's the Real Data

  3. Claude Code or Codex? You're Asking the Wrong Question

  4. AI Coding Kills Middle Managers First, Not Juniors or Seniors

  5. Next Month, Big Tech Starts Auditing the Token Bill

  6. Lagou Is Dead: A 13-Year Job Board Killed by AI Pulling Out All Three Middleman Steps at Once

  7. Why Vibe Coding Is Addictive: It Turns Coding Back Into a Game

  8. 8-Line Spec Beats 8-Hour Prompts: The Real Payoff of Spec-Driven AI Coding

  9. Building a Personal AI Coding Harness: 14 Traps Between "It Runs" and "It Works"

  10. Experience Sediment 2.0: Stop Writing for Colleagues, Start Writing for Agents

  11. The Hardest Part of Rolling Out AI Coding Isn't Tech — It's Two Kinds of Old-Timers

  12. How to Become a Super Individual: Taste Is the Ticket, Tokens Are the Fuel, Brainpower Is the Ceiling

  13. The AI-Era Couple Business: She Builds Audience, He Builds Product

  14. MCP One Year On: The Protocol Won, Vendor Moats Evaporated

  15. AI Amplifies the Mid-Career, Not the Junior — A Counterintuitive Truth

  16. Digital Coders Explored: An Overhyped Narrative on Top of Under-Built Engineering

  17. Backend Falls First, Not Frontend: The Real Order of AI Replacement Across the Stack

  18. AI Coding's Real Bottleneck in 2026: From Tokens to Your Physical Workstation

  19. Cursor's $20B Peak: Users Are Quietly Migrating, And You Should Know Where

  20. Measuring AI Coding Productivity: Why 5x Coding Doesn't Mean 5x Delivery

  21. Vibe Coding's Security Debt: The Bill Comes Due in H2 2026

  22. Chinese LLMs Won on Cost: DeepSeek + Qwen + Kimi at 1/10 the Per-Task Price of GPT/Claude

  23. Local LLMs Are Already Daily-Driver Ready: M4 + GGUF, No Cloud Needed

  24. Junior Onboarding Is Broken: AI Stole Mentor Time, Nobody's Coaching the New Hires

  25. $10M ARR with 3 People: The Real Structure of Hyper-Solo Companies

  26. Leetcode Is Dead, But 90% of Companies Still Ask Leetcode

  27. The 'Ferrari Uncle' and 45 Years on One Craft: Senior Engineers Are Being Repriced in the AI Era

  28. The Token Economy Collapse: From Pay-Per-Use to Unlimited Subscriptions — Who Pays the Subsidy

  29. AI Coding Flips English Disadvantage: How Non-Native Developers Are Quietly Winning

  30. Getting Out: The 18-Month Path from Decision to Exit

  31. Reading the Next Industry Shift Two Years Early

AI Coding leverage check

Want to know whether AI Coding is amplifying your judgment or just speeding up execution? The post is a generic framework — your role, judgment, visibility, and team context decide what to fix next.