← AI Coding in Practice

Industry Signals

Models / Tools / Trends

Models, protocols, tools, and cost curves reshaping how software gets made.

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

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

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

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

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

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

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

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

  9. 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.