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!DOCTYPE html>html classtheme-next mist langzh-CN>head>  meta charsetUTF-8/>meta http-equivX-UA-Compatible contentIEedge />meta nameviewport contentwidthdevice-width, initial-scale1, maximum-scale1/>meta nametheme-color content#222>meta http-equivCache-Control contentno-transform />meta http-equivCache-Control contentno-siteapp />      link href/lib/fancybox/source/jquery.fancybox.css?v2.1.5 relstylesheet typetext/css />link href/lib/font-awesome/css/font-awesome.min.css?v4.6.2 relstylesheet typetext/css />link href/css/main.css?v5.1.4 relstylesheet typetext/css />  link relapple-touch-icon sizes180x180 href/images/apple-touch-icon-next.png?v5.1.4>  link relicon typeimage/png sizes32x32 href/images/favicon-32x32-next.png?v5.1.4>  link relicon typeimage/png sizes16x16 href/images/favicon-16x16-next.png?v5.1.4>  link relmask-icon href/images/logo.svg?v5.1.4 color#222>  meta namekeywords contentAyou,paradeto />meta namedescription content一名转行的菜鸡程序员>meta propertyog:type contentwebsite>meta 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    /ul>    /nav> /div>      /header>      main idmain classmain>        div classmain-inner>          div classcontent-wrap>            div idcontent classcontent>                section idposts classposts-expand>                    article classpost post-type-normal itemscope itemtypehttp://schema.org/Article>        div classpost-block>    link itempropmainEntityOfPage hrefhttp://www.paradeto.com/2026/01/06/ai-stats/>    span hidden itempropauthor itemscope itemtypehttp://schema.org/Person>      meta itempropname contentAyou>      meta itempropdescription content>      meta itempropimage content/images/avatar.gif>    /span>    span hidden itemproppublisher itemscope itemtypehttp://schema.org/Organization>      meta itempropname contentAyou>    /span>          header classpost-header>                          h1 classpost-title itempropname headline>                                a classpost-title-link href/2026/01/06/ai-stats/ itempropurl>AI 代码统计分析系统实践/a>/h1>                div classpost-meta>          span classpost-time>                          span classpost-meta-item-icon>                i classfa fa-calendar-o>/i>              /span>                              span classpost-meta-item-text>Posted on/span>                            time titlePost created itempropdateCreated datePublished datetime2026-01-06T10:07:21+08:00>                2026-01-06              /time>                                              /span>                      span classpost-category >                          span classpost-meta-divider>|/span>                          span classpost-meta-item-icon>                i classfa fa-folder-o>/i>              /span>                              span classpost-meta-item-text>In/span>                                            span itempropabout itemscope itemtypehttp://schema.org/Thing>                  a href/categories/ai/ itempropurl relindex>                    span itempropname>ai/span>                  /a>                /span>                                                          /span>                                                                                                    /div>      /header>                    div classpost-body itemproparticleBody>                                              引言当 AI 能够生成大量代码时，一个新问题随之而来：如何量化团队对 AI 的依赖程度？为了回答这个问题，我构建了一套统计系统，用于追踪和分析仓库中 AI 代码的占比。代码见 https://github.com/ParadeTo/ai-stats快速开始1. 安装与启动安装 Cursor 插件：          ...          !--noindex-->          div classpost-button text-center>            a classbtn href/2026/01/06/ai-stats/#more relcontents>              Read more »            /a>          /div>          !--/noindex-->                  /div>                            footer classpost-footer>                                      div classpost-eof>/div>          /footer>  /div>        /article>                    article classpost post-type-normal itemscope itemtypehttp://schema.org/Article>        div classpost-block>    link itempropmainEntityOfPage hrefhttp://www.paradeto.com/2026/01/03/bitcoin-4/>    span hidden itempropauthor itemscope itemtypehttp://schema.org/Person>      meta itempropname contentAyou>      meta itempropdescription content>      meta itempropimage content/images/avatar.gif>    /span>    span hidden itemproppublisher itemscope itemtypehttp://schema.org/Organization>      meta itempropname contentAyou>    /span>          header classpost-header>                          h1 classpost-title itempropname headline>                                a classpost-title-link href/2026/01/03/bitcoin-4/ itempropurl>实现一个简单的比特币：Part 4 - 一个简单的 Demo/a>/h1>                div classpost-meta>          span classpost-time>                          span classpost-meta-item-icon>                i classfa fa-calendar-o>/i>              /span>                              span classpost-meta-item-text>Posted on/span>                            time titlePost created itempropdateCreated datePublished datetime2026-01-03T10:39:29+08:00>                2026-01-03              /time>                                              /span>                      span classpost-category >                          span classpost-meta-divider>|/span>                          span classpost-meta-item-icon>                i classfa fa-folder-o>/i>              /span>                              span classpost-meta-item-text>In/span>                                            span itempropabout itemscope itemtypehttp://schema.org/Thing>                  a href/categories/web3/ itempropurl relindex>                    span itempropname>web3/span>                  /a>                /span>                                                          /span>                                                                                                    /div>      /header>                    div classpost-body itemproparticleBody>                                              为了更好的调试我们这个简单的比特币系统，我决定创建一个可视化的网站用来演示。本系列代码：https://github.com/ParadeTo/bc/tree/master/bitcoin。快速启动启动后端123cd bitcoinpnpm run server# 服务运行在 http://lo          ...          !--noindex-->          div classpost-button text-center>            a classbtn href/2026/01/03/bitcoin-4/#more relcontents>              Read more »            /a>          /div>          !--/noindex-->                  /div>                            footer classpost-footer>                                      div classpost-eof>/div>          /footer>  /div>        /article>                    article classpost post-type-normal itemscope itemtypehttp://schema.org/Article>        div classpost-block>    link itempropmainEntityOfPage hrefhttp://www.paradeto.com/2026/01/01/bitcoin-3/>    span hidden itempropauthor itemscope itemtypehttp://schema.org/Person>      meta itempropname contentAyou>      meta itempropdescription content>      meta itempropimage content/images/avatar.gif>    /span>    span hidden itemproppublisher itemscope itemtypehttp://schema.org/Organization>      meta itempropname contentAyou>    /span>          header classpost-header>                          h1 classpost-title itempropname headline>                                a classpost-title-link href/2026/01/01/bitcoin-3/ itempropurl>实现一个简单的比特币：Part 3 - 区块链与挖矿/a>/h1>                div classpost-meta>          span classpost-time>                          span classpost-meta-item-icon>                i classfa fa-calendar-o>/i>              /span>                              span classpost-meta-item-text>Posted on/span>                            time titlePost created itempropdateCreated datePublished datetime2026-01-01T17:54:40+08:00>                2026-01-01              /time>                                              /span>                      span classpost-category >                          span classpost-meta-divider>|/span>                          span classpost-meta-item-icon>                i classfa fa-folder-o>/i>              /span>                              span classpost-meta-item-text>In/span>                                            span itempropabout itemscope itemtypehttp://schema.org/Thing>                  a href/categories/web3/ itempropurl relindex>                    span itempropname>web3/span>                  /a>                /span>                                                          /span>                                                                                                    /div>      /header>                    div classpost-body itemproparticleBody>                                              在前两篇文章中，我们实现了比特币的基础组件：密码学工具、钱包系统、UTXO 模型和交易系统。现在我们来到了比特币最核心的部分：区块链和挖矿。今天我们将深入探讨如何实现区块链的存储结构、Merkle 树、工作量证明算法，以及矿工如何打包交易并通过挖矿获得奖励。一、为什么需要区块链在前面的文章中，我          ...          !--noindex-->          div classpost-button text-center>            a classbtn href/2026/01/01/bitcoin-3/#more relcontents>              Read more »            /a>          /div>          !--/noindex-->                  /div>                            footer classpost-footer>                                      div classpost-eof>/div>          /footer>  /div>        /article>                    article classpost post-type-normal itemscope itemtypehttp://schema.org/Article>        div classpost-block>    link itempropmainEntityOfPage hrefhttp://www.paradeto.com/2025/12/31/bitcoin-2/>    span hidden itempropauthor itemscope itemtypehttp://schema.org/Person>      meta itempropname contentAyou>      meta itempropdescription content>      meta itempropimage content/images/avatar.gif>    /span>    span hidden itemproppublisher itemscope itemtypehttp://schema.org/Organization>      meta itempropname contentAyou>    /span>          header classpost-header>                          h1 classpost-title itempropname headline>                                a classpost-title-link href/2025/12/31/bitcoin-2/ itempropurl>实现一个简单的比特币：Part 2 - 交易系统/a>/h1>                div classpost-meta>          span classpost-time>                          span classpost-meta-item-icon>                i classfa fa-calendar-o>/i>              /span>                              span classpost-meta-item-text>Posted on/span>                            time titlePost created itempropdateCreated datePublished datetime2025-12-31T11:34:15+08:00>                2025-12-31              /time>                                              /span>                      span classpost-category >                          span classpost-meta-divider>|/span>                          span classpost-meta-item-icon>                i classfa fa-folder-o>/i>              /span>                              span classpost-meta-item-text>In/span>                                            span itempropabout itemscope itemtypehttp://schema.org/Thing>                  a href/categories/web3/ itempropurl relindex>                    span itempropname>web3/span>                  /a>                /span>                                                          /span>                                                                                                    /div>      /header>                    div classpost-body itemproparticleBody>                                              在上一篇文章中，我们实现了比特币的基础组件：密码学工具、钱包系统和 UTXO 模型。这些是比特币的基石，但要让比特币真正运转起来，我们还需要一个核心组件：交易系统。今天我们将深入探讨如何实现一个完整的交易系统，包括交易的构建、签名、验证，以及最重要的 UTXO 选择和找零机制。一、为什么需要交易          ...          !--noindex-->          div classpost-button text-center>            a classbtn href/2025/12/31/bitcoin-2/#more relcontents>              Read more »            /a>          /div>          !--/noindex-->                  /div>                            footer classpost-footer>                                      div classpost-eof>/div>          /footer>  /div>        /article>                    article classpost post-type-normal itemscope itemtypehttp://schema.org/Article>        div classpost-block>    link itempropmainEntityOfPage hrefhttp://www.paradeto.com/2025/12/26/bitcoin-1/>    span hidden itempropauthor itemscope itemtypehttp://schema.org/Person>      meta itempropname contentAyou>      meta itempropdescription content>      meta itempropimage content/images/avatar.gif>    /span>    span hidden itemproppublisher itemscope itemtypehttp://schema.org/Organization>      meta itempropname contentAyou>    /span>          header classpost-header>                          h1 classpost-title itempropname headline>                                a classpost-title-link href/2025/12/26/bitcoin-1/ itempropurl>实现一个简单的比特币：Part 1 - 基础组件/a>/h1>                div classpost-meta>          span classpost-time>                          span classpost-meta-item-icon>                i classfa fa-calendar-o>/i>              /span>                              span classpost-meta-item-text>Posted on/span>                            time titlePost created itempropdateCreated datePublished datetime2025-12-26T10:00:25+08:00>                2025-12-26              /time>                                              /span>                      span classpost-category >                          span classpost-meta-divider>|/span>                          span classpost-meta-item-icon>                i classfa fa-folder-o>/i>              /span>                              span classpost-meta-item-text>In/span>                                            span itempropabout itemscope itemtypehttp://schema.org/Thing>                  a href/categories/web3/ itempropurl relindex>                    span itempropname>web3/span>                  /a>                /span>                                                          /span>                                                                                                    /div>      /header>                    div classpost-body itemproparticleBody>                                              当我们听到比特币这个词的时候，脑海中浮现的可能是价格波动、挖矿、区块链等概念。但如果我们真的想理解比特币的本质，最好的方式就是自己动手实现一个简化版本。在这个系列的第一篇文章中，我们将从最基础的部分开始，逐步构建起比特币系统的核心组件。从一个问题开始在传统的银行系统中，所有的交易记录都保存在银行的          ...          !--noindex-->          div classpost-button text-center>            a classbtn href/2025/12/26/bitcoin-1/#more relcontents>              Read more »            /a>          /div>          !--/noindex-->                  /div>                            footer classpost-footer>                                      div classpost-eof>/div>          /footer>  /div>        /article>                    article classpost post-type-normal itemscope itemtypehttp://schema.org/Article>        div classpost-block>    link itempropmainEntityOfPage hrefhttp://www.paradeto.com/2025/12/26/ai-finance-report/>    span hidden itempropauthor itemscope itemtypehttp://schema.org/Person>      meta itempropname contentAyou>      meta itempropdescription content>      meta itempropimage content/images/avatar.gif>    /span>    span hidden itemproppublisher itemscope itemtypehttp://schema.org/Organization>      meta itempropname contentAyou>    /span>          header classpost-header>                          h1 classpost-title itempropname headline>                                a classpost-title-link href/2025/12/26/ai-finance-report/ itempropurl>AI Agent 实战：股票研报撰写助手/a>/h1>                div classpost-meta>          span classpost-time>                          span classpost-meta-item-icon>                i classfa fa-calendar-o>/i>              /span>                              span classpost-meta-item-text>Posted on/span>                            time titlePost created itempropdateCreated datePublished datetime2025-12-26T09:31:05+08:00>                2025-12-26              /time>                                              /span>                      span classpost-category >                          span classpost-meta-divider>|/span>                          span classpost-meta-item-icon>                i classfa fa-folder-o>/i>              /span>                              span classpost-meta-item-text>In/span>                                            span itempropabout itemscope itemtypehttp://schema.org/Thing>                  a href/categories/ai/ itempropurl relindex>                    span itempropname>ai/span>                  /a>                /span>                                                          /span>                                                                                                    /div>      /header>                    div classpost-body itemproparticleBody>                                    介绍如何基于 LangGraph 构建自动化股票研报助手，通过流水线思维拆解任务，涵盖跨语言数据采集、财务指标工具化计算及递归生成长文本研报的实战方案。          !--noindex-->          div classpost-button text-center>            a classbtn href/2025/12/26/ai-finance-report/>              Read more »            /a>          /div>          !--/noindex-->                  /div>                            footer classpost-footer>   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                                                  /div>      /header>                    div classpost-body itemproparticleBody>                                    介绍 AI Agent 的记忆实现方案，包括基于 LangGraph 的会话级记忆和基于 Mem0 与 Qdrant 的长期记忆实战，涵盖核心原理、本地部署及 RAG 流程闭环。          !--noindex-->          div classpost-button text-center>            a classbtn href/2025/12/19/ai-mem/>              Read more »            /a>          /div>          !--/noindex-->                  /div>                            footer classpost-footer>                                      div classpost-eof>/div>          /footer>  /div>        /article>                    article classpost post-type-normal itemscope itemtypehttp://schema.org/Article>        div classpost-block>    link itempropmainEntityOfPage hrefhttp://www.paradeto.com/2025/11/20/ai-deep-research/>    span hidden itempropauthor itemscope itemtypehttp://schema.org/Person>      meta itempropname contentAyou>      meta itempropdescription content>      meta itempropimage content/images/avatar.gif>    /span>    span hidden itemproppublisher itemscope itemtypehttp://schema.org/Organization>      meta itempropname contentAyou>    /span>          header classpost-header>                          h1 classpost-title itempropname headline>                                a classpost-title-link href/2025/11/20/ai-deep-research/ itempropurl>AI Agent Deep Research 实战/a>/h1>                div classpost-meta>          span classpost-time>                          span classpost-meta-item-icon>                i classfa fa-calendar-o>/i>              /span>                              span classpost-meta-item-text>Posted on/span>                            time titlePost created itempropdateCreated datePublished datetime2025-11-20T20:45:50+08:00>                2025-11-20              /time>                                              /span>                      span classpost-category >                          span classpost-meta-divider>|/span>                          span classpost-meta-item-icon>                i classfa fa-folder-o>/i>              /span>                              span classpost-meta-item-text>In/span>                                            span itempropabout itemscope itemtypehttp://schema.org/Thing>                  a href/categories/ai/ itempropurl relindex>                    span itempropname>ai/span>                  /a>                /span>                                                          /span>                                                                                                    /div>      /header>                    div classpost-body itemproparticleBody>                                    介绍 Deep Research 模式，通过反思机制让 AI Agent 主动识别知识缺口并迭代挖掘，基于 LangGraph 实现具备批判性思维的深度研究助手。          !--noindex-->          div classpost-button text-center>            a classbtn href/2025/11/20/ai-deep-research/>              Read more »            /a>          /div>          !--/noindex-->    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HTTP/1.1 200 OKConnection: keep-aliveContent-Length: 42641Server: GitHub.comContent-Type: text/html; charsetutf-8Last-Modified: Mon, 12 Jan 2026 01:21:48 GMTAccess-Control-Allow-Origin: *ETag: 69644cac-a691expires: Wed, 04 Mar 2026 16:05:04 GMTCache-Control: max-age600x-proxy-cache: MISSX-GitHub-Request-Id: BBB2:3D75FA:1546BE:164C23:69A855D7Accept-Ranges: bytesAge: 0Date: Wed, 04 Mar 2026 15:55:04 GMTVia: 1.1 varnishX-Served-By: cache-bfi-krnt7300101-BFIX-Cache: MISSX-Cache-Hits: 0X-Timer: S1772639704.280385,VS0,VE91Vary: Accept-EncodingX-Fastly-Request-ID: 672f78ec8dd0e57b40fcbaaf2a8a569dc150257d

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Domain > www.paradeto.com

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Port 443