引言

开始前可以参考一下 AI 工程化的发展和未来的趋势

从 copilot 辅助

vibe code 自然语言编程

workflow (需求评审、设计、code、test、上线)

spec code(需求设计边界定义,code 开发)

AI coding 软件工程

计费

Cursor

21 号购买,使用 cursor 过程中提示,按照目前用法 24号会用完

且我是再有 claude code pro 基础上,这么用

Cursor 之前收费 500 次,claude sonnet 4 think 2x 是 250

官方回复新的付费计划大概是225 次,根据我的实践 API 价格大概在 $100(非 auto 模式) 就会让你升级

按照目前长上下文来算,预计也就是 100+次数就用完了

You are projected to reach your usage limits by 7/24/2025 based on your current usage. Consider switching to Auto for more requests, asking for smaller changes, or enabling pay-as-you-go to avoid interruptions until your cycle resets on 8/21/2025.

当前计费周期:2025 年 7 月 21 日 - 2025 年 8 月 21 日Pro 套餐每月至少包含价值 $20 的使用额度(我们会与模型提供商合作,尽可能提高月度分配额度)。当接近月度限额时,你会收到应用内通知。

Case usage bill

Model Input (w/ Cache Write) Input (w/o Cache Write) Cache Read Output Total Tokens API Cost Cost to You
claude-4-sonnet-thinking 2,435,191 437,488 39,902,994 246,090 43,021,763 $24.72 $0
auto 0 1,167,090 1,298,688 12,228 2,478,006 $3.08 $0
gemini-2.5-pro-preview-06-05 0 81,322 1,122,166 9,873 1,213,361 $0.55 $0
grok-4-0709 0 113,143 49,391 2,626 165,160 $0.42 $0
Total 1,799,043 270,817 2,435,191 42,373,239 46,878,290 $28.76 $0
Date User Kind Max Mode Model Tokens Cost
Jul 22, 02:03 PM You Included in Pro No claude-4-sonnet-thinking 414,918 Included
Jul 22, 01:56 PM You Included in Pro No claude-4-sonnet-thinking 1,490,967 Included
Jul 22, 01:55 PM You Included in Pro No auto 115,387 Included
Jul 22, 01:54 PM You Included in Pro No auto 343,417 Included
Jul 22, 01:53 PM You Included in Pro No auto 113,932 Included
Jul 22, 01:47 PM You Included in Pro No claude-4-sonnet-thinking 2,120,808 Included