Source code analysis of Hyperledger Fabric

This book presents the first in-depth analysis of a monumental scroll known as the Ordination Scroll of Empress Zhang, dated 1493, from the collection of the San Diego Museum of Art. Through images and text, this scroll documents the ordination of Empress Zhang (1470–1541), wife of the Ming-dynasty Hongzhi emperor (r. 1488–1505) by a Heavenly Master of Zhengyi Daoism. It is a key source in the study of the history of Daoist ordinations, and a rare surviving record of the relationship between a Ming empress and the Heavenly Masters. Through detailed analysis of different historical perspectives and the Ordination Scroll itself, this book offers new insights into Daoist practices, Daoist material and visual culture, and the lives of imperial women in Ming China. By combining a rigorous attention to the specific object with a broad awareness of cultural context, this important book marks a real advance in our understanding of the agency of imperial women in Ming China, and the role of

https://youtu.be/LBpHl20GSpY ►►►重量級Claude Code手冊◄◄◄ ►►►涵蓋最新更新Agent Skills內容◄◄◄ ►►►從新手晉升為高手◄◄◄ ★內容介紹 ☆Vibe Coding 時代第一名的 AI 開發助手 Claude Code☆ ☆專案從零到好，Spec Driven Development 的完美實踐☆ 沒有疑義，真正的開發「功夫皇帝」- Claude Code，自推出之後儼然成為 CLI 領域最強大的存在。Claude Code 的母公司 Anthropic，正是全球頂尖模型 Claude Sonnet 的研發者，自己的產品搭配最棒的模型，再加上 Cursor 或 VS Code 這類 IDE 的加持，成為你專案的主控中樞。 最新 Claude Code 的功能自然完全對齊其 CLI 的特性，有最適合 CLI 的斜線指令、自訂模式、Hooks 系統，settings.json 的深度客製作。而在 AI 的應用方面，更支援了平行處理的 SubAgent、計劃模式、MCP、號稱平替 MCP 的 Agent Skills。 在 Spec Driven Development 的完美實踐上，Claude Code 更支援了插入外掛、GitHub 自動回覆 Issues/PR 的 Action，支援主流的 Spec Kit、CCPM等規範，更可以和雲端的模型以及用 Ollama 串接的模型用 LiteLLM 整合。 再加上本書完整的實作專案，想成為 Vibe Coding 的頂尖菁英，一本書就讓你從見習生直接跳級成大魔王。 ★書籍特點 ☆Agent/SubAgent/多平行Agent/計劃模式/全自動模式/多輸出模式/ ☆最強 Sonnet 4.5 模型產生任何資料，程式碼、文件、規格、最新Agent Skills ☆最棒的上下文管理，自訂指令、Hooks，Plugins、全專案索引、斜線指令 ☆無限制的工具使用，60 個最常用的 MCP Servers，比 Context7 還強的 Exa ☆Jupyter部署到Streamlit雲端平台、Huggingface串AI照片辦識卡路里 ☆無伺服器 Vercel/Neon結合手機電商平台開發，Xcode 開發 iOS 天氣 App ☆LiteLLM/Verte

★★★「程式設計不再孤軍奮戰，讓 AI 成為你的戰友！」★★★ ☆☆☆「用 VS Code + Copilot，讓寫程式變得像聊天一樣簡單！」☆☆☆ ★★★「專案實戰，立即上手，程式設計不再卡關！」★★★ 《寫程式的AI戰友 - VS Code x GitHub Copilot》帶你進入 AI 輔助程式設計的新世代。本書不僅教你如何用 VS Code 打造專屬開發環境，更完整揭示 GitHub Copilot 的秘密武器：自動補全、錯誤修正、重構優化、AI 對話寫程式，讓你像專業工程師一樣高效開發。 ◎本書特色： ☆從零開始：安裝 VS Code、設定 Python 環境、快速上手介面操作。 ☆AI 實戰：完整示範 Copilot 的用法——寫程式、除錯、重構、生成測試與文件。 ☆專案導向：涵蓋 CLI 工具、資料處理、API 整合等專案，邊學邊做，馬上能用。 ☆資料科學應用：結合 Jupyter Notebook、NumPy、Pandas、Matplotlib，立即展現 AI + Python 的威力。 ☆思維升級：教你如何成為「指揮 AI 的人」，而不是被 AI 主導，真正駕馭 Copilot。 ◎為何要讀這本書？ 在這個 AI 與程式設計緊密結合的時代，單靠背誦語法已經不足以讓你成為一位優秀的工程師。《寫程式的AI戰友 - VS Code x GitHub Copilot》將帶給你三大核心價值： 1. 掌握開發主流工具 VS Code 是全球最受歡迎的開發環境，本書完整介紹其安裝、操作與進階應用，讓你在最短時間內熟悉業界標準工具。 2. 學會駕馭 AI，而不是被 AI 取代 GitHub Copilot 能幫你寫程式，但本書更強調「思維升級」——如何正確下指令、判斷 AI 建議的正確性，培養「指揮 AI」的能力，避免淪為被動依賴。 3. 專案實戰，立即上手 從 CLI 工具到資料分析，從 API 整合到自動化報表，本書以專案導向學習，讓你邊學邊做，學到的技能馬上能應用在實際工作與專案中。 ◎ 讀完這本書，你將： ☆ 熟悉 VS Code 與 Python 的整合操作。 ☆ 能使用 GitHub Copilot 提升開發效率，寫程式就像與 AI 對話。 ☆ 具備判斷、比較與優化程式碼的能力。 ☆ 透過專案實戰累積經驗，快速從初學者邁向專業者。 這不只是

Advances in Investment Analysis and Portfolio Management (New Series) is an annual publication designed to disseminate developments in the area of investment analysis and portfolio management. The publication is a forum for statistical and quantitative analyses of issues in security analysis, portfolio management, options, futures, and other related issues. The objective is to promote interaction between academic research in finance, economics, and accounting and applied research in the financial community.

Advances in Quantitative Analysis of Finance and Accounting (New Series) is an annual publication designed to disseminate developments in the quantitative analysis of finance and accounting. The publication is a forum for statistical and quantitative analyses of issues in finance and accounting as well as applications of quantitative methods to problems in financial management, financial accounting, and business management. The objective is to promote interaction between academic research in finance and accounting and applied research in the financial community and the accounting profession.

Advances in Investment Analysis and Portfolio Management (New Series) is an annual publication designed to disseminate developments in the area of investment analysis and portfolio management. The publication is a forum for statistical and quantitative analyses of issues in security analysis, portfolio management, options, futures, and other related issues. The objective is to promote interaction between academic research in finance, economics, and accounting and applied research in the financial community.

Advances in Quantitative Analysis of Finance and Accounting (New Series) is an annual publication designed to disseminate developments in the quantitative analysis of finance and accounting. The publication is a forum for statistical and quantitative analyses of issues in finance and accounting as well as applications of quantitative methods to problems in financial management, financial accounting, and business management. The objective is to promote interaction between academic research in finance and accounting and applied research in the financial community and the accounting profession.

Advances in Quantitative Analysis of Finance and Accounting (New Series) is an annual publication designed to disseminate developments in the quantitative analysis of finance and accounting. The publication is a forum for statistical and quantitative analyses of issues in finance and accounting as well as applications of quantitative methods to problems in financial management, financial accounting, and business management. The objective is to promote interaction between academic research in finance and accounting and applied research in the financial community and the accounting profession.

Advances in Investment Analysis and Portfolio Management (New Series) is an annual publication designed to disseminate developments in the area of investment analysis and portfolio management. The publication is a forum for statistical and quantitative analyses of issues in security analysis, portfolio management, options, futures, and other related issues. The objective is to promote interaction between academic research in finance, economics, and accounting and applied research in the financial community.

Advances in Quantitative Analysis of Finance and Accounting (New Series) is an annual publication designed to disseminate developments in the quantitative analysis of finance and accounting. The publication is a forum for statistical and quantitative analyses of issues in finance and accounting as well as applications of quantitative methods to problems in financial management, financial accounting, and business management. The objective is to promote interaction between academic research in finance and accounting and applied research in the financial community and the accounting profession.

Advances in Investment Analysis and Portfolio Management (New Series) is an annual publication designed to disseminate developments in the area of investment analysis and portfolio management. The publication is a forum for statistical and quantitative analyses of issues in security analysis, portfolio management, options, futures, and other related issues. The objective is to promote interaction between academic research in finance, economics, and accounting and applied research in the financial community.

Advances in Quantitative Analysis of Finance and Accounting (New Series) is an annual publication designed to disseminate developments in the quantitative analysis of finance and accounting. The publication is a forum for statistical and quantitative analyses of issues in finance and accounting as well as applications of quantitative methods to problems in financial management, financial accounting, and business management. The objective is to promote interaction between academic research in finance and accounting and applied research in the financial community and the accounting profession.

Advances in Quantitative Analysis of Finance and Accounting (New Series) is an annual publication designed to disseminate developments in the quantitative analysis of finance and accounting. The publication is a forum for statistical and quantitative analyses of issues in finance and accounting as well as applications of quantitative methods to problems in financial management, financial accounting, and business management. The objective is to promote interaction between academic research in finance and accounting and applied research in the financial community and the accounting profession.

Advances in Investment Analysis and Portfolio Management (New Series) is an annual publication designed to disseminate developments in the area of investment analysis and portfolio management. The publication is a forum for statistical and quantitative analyses of issues in security analysis, portfolio management, options, futures, and other related issues. The objective is to promote interaction between academic research in finance, economics, and accounting and applied research in the financial community.

Advances in Quantitative Analysis of Finance and Accounting (New Series) is an annual publication designed to disseminate developments in the quantitative analysis of finance and accounting. The publication is a forum for statistical and quantitative analyses of issues in finance and accounting as well as applications of quantitative methods to problems in financial management, financial accounting, and business management. The objective is to promote interaction between academic research in finance and accounting and applied research in the financial community and the accounting profession.

Advances in Quantitative Analysis of Finance and Accounting (New Series) is an annual publication designed to disseminate developments in the quantitative analysis of finance and accounting. The publication is a forum for statistical and quantitative analyses of issues in finance and accounting as well as applications of quantitative methods to problems in financial management, financial accounting, and business management. The objective is to promote interaction between academic research in finance and accounting and applied research in the financial community and the accounting profession.

Advances in Investment Analysis and Portfolio Management (New Series) is an annual publication designed to disseminate developments in the area of investment analysis and portfolio management. The publication is a forum for statistical and quantitative analyses of issues in security analysis, portfolio management, options, futures, and other related issues. The objective is to promote interaction between academic research in finance, economics, and accounting and applied research in the financial community.

Advances in Quantitative Analysis of Finance and Accounting (New Series) is an annual publication designed to disseminate developments in the quantitative analysis of finance and accounting. The publication is a forum for statistical and quantitative analyses of issues in finance and accounting as well as applications of quantitative methods to problems in financial management, financial accounting, and business management. The objective is to promote interaction between academic research in finance and accounting and applied research in the financial community and the accounting profession.

This volume explores the management of conflicts arising from the siting of unwanted projects in the Asia-Pacific, a region inadequately explored by the relevant literature. The work includes studies on a variety of locations, including Hong Kong, Japan, Mainland China, Taiwan, Vietnam, Singapore, and others. Contributions are drawn from several leading scholars intimately familiar with the locations under study, and employ theoretical, comparative, and policy-based approaches to analysis of environmental conflict, risk management, and public participation. The editors also provide introductory and concluding sections in which the siting issues under discussion are summarized and contextualized. The result is a collection that serves as an invaluable aid and source of information for policymakers, environmentalists, and scholars of the Asia-Pacific and elsewhere.

Given the rapid pace at which the Hong Kong Special Administrative Region and other Asian economies are growing and the global volatility that these societies are experiencing, social capital and its diverse connectivities can furnish useful anchoring to communities, neighbourhoods, local governments and social protection networks. This volume in twelve chapters provides a critical analysis of social capital, its indigenous evolution and spread in HKSAR. Some of the experiments and activities narrated in these chapters indicate the ingenious blending of the local ethos and culture with modern organisational forms and information networks. Policy makers, development practitioners, researchers of civil society organisations and welfare agencies will find this book a helpful reference source. The book will also appeal as a text or supplementary reading in management, public administration, governance, and development economics courses dealing with social capital and social enterprise.

Advances in Investment Analysis and Portfolio Management (New Series) is an annual publication designed to disseminate developments in the area of investment analysis and portfolio management. The publication is a forum for statistical and quantitative analyses of issues in security analysis, portfolio management, options, futures, and other related issues. The objective is to promote interaction between academic research in finance, economics, and accounting and applied research in the financial community. The chapters in this volume cover a wider range of topics including equity markets, risk return trade-off analysis and portfolio management, and IPOs. In this volume there are 10 chapters, four of them analyze the issues of equity markets: 1. Revisiting U.S. Stock Market Returns: Individual Retirement Accounts; 2. Asset Returns and Monetary Policy in the Emerging Taiwan Financial Markets; 3. On the Intradaily Relationship between Information Revelation and Trade Duration: The Evi

The rulers of the Ming dynasty enacted paradigms of hierarchical order. Like imperial families, households, and courts in earlier Chinese dynasties, they articulated patriarchal, patrilineal, and patrilocal organizational principles as exemplars for families and institutions throughout the empire. Women made indispensable contributions to the development of these paradigms and principles and to the social, cultural, and political fabric of the family and the state. And yet, in the existing literature in Chinese and English women are often burdened with stereotypes, positioned as peripheral, or rendered almost invisible. Reading available texts “against the grain,” and drawing on a trove of evidence from material culture, Soulliere shows how women defined a place for themselves in the multigenerational Ming imperial family, imperial household, and court. The Empress and the Dragon Throne spans the first Ming century from just before the founding of the dynasty in 1368 to the end of the

Uncover Taichung’s hidden American past! “Echoing Footsteps of the American Military Presence in Taiwan” reveals how the US military profoundly shaped Taichung’s urban landscape, culture, music, food, and social fabric from the 1950s to the 1970s. Explore forgotten stories and iconic sites – a captivating journey through “Little America” in Taiwan. This groundbreaking book, “Echoing Footsteps of the American Military Presence in Taiwan,” invites readers on an extraordinary journey through time and space, specifically focusing on Taichung’s West District and beyond during the pivotal 1950s, 60s, and 70s. Authored by Syong Yi-ping, this commissioned work delves into the surprisingly pervasive and often hidden influences of the United States military on the city’s historical, cultural, and social landscapes. Many familiar aspects of daily life in Taichung, from architectural styles to popular foods and music genres, have deep roots in this unique historical period, often unbeknownst to

https://youtu.be/i4ZwO0wvDRk AI投資理財賺錢術 No Code也能賺大錢 內容簡介 ★★★★★【國內第1本x No Code AI賺錢術】★★★★★ ★★★★★【股票 + 債劵 + 黃金 + 加密貨幣】★★★★★ ★★★★★【No Code 時代 x 用 AI 創造財富】★★★★★ No Code 時代，機會不再只屬於金融專家。 投資理財從基礎原則開始，帶領讀者逐步探索不同的投資工具，例如：股票、債券和基金，深入剖析投資策略的風險與收益。讀者可以學會下列知識： ◎投資工具全解析 ★股票、債劵、黃金與加密貨幣。 ★主動型基金、被動型基金與ETF。 ★AI助攻投資建議。 ◎投資方法全攻略 ★定期定額。 ★資產配置與股利策略。 ★AI輔助投資決策。 ◎Excel精準掌控貸款與儲蓄理財策略 ★實踐理財規劃 - 時間與回報率的巧妙計算。 ★AI加持 - 智慧規劃貸款與儲蓄方案。 ◎投資收益與風險的基礎計算 ★解讀資產間的相關性。 ★從「對沖效果」到「資產緩衝」。 ★Excel與AI雙引擎分析。 ◎投資報酬率評估工具 ★掌握年化報酬率的IRR。 ★處理不規則現金流的 XIRR。 ★AI 工具的投資報酬率圖表分析。 ◎債券投資理財全面解析 ★用PRICE函數精準計算債券價格。 ★年化收益率YIELD的計算與應用。 ★年化收益率YIELD的計算與應用。 在股市技術分析部分，本書詳細解讀了多種指標工具，並透過 AI 智慧的加持，幫助您快速洞察市場趨勢與機會。包括： ◎ AI洞察聯準會政策對市場的影響。 ★ AI分析利率政策如何影響股價。 ★ AI視角下的聯準會升息與降息。 ★ AI解讀美元升值（貶值）對產業與台灣股市的衝擊。 ◎ K線圖：細說各種K線。 ★ 以台積電為實例。 ★ AI解讀多空訊息。 ★ AI提醒股市反轉訊號。 ◎ 認識短、中與長期趨勢的關鍵。 ★ 以台積電和台塑公司為例。 ★ AI解密均線 – 黃金交叉與死亡交叉。 ★ 多頭與空頭排列。 ★ AI解讀股價回測。 ◎ MACD指標：趨勢與動量的分析。 ★ 以宏碁股票為例。 ★ DIF（快線）、DEA（慢線，也稱訊號線）和MACD柱狀圖。 ★ AI加持解讀股票。 ★ 不同時間框架的

～會說話的儒家經典～ 隨附朗讀影音檔QR Code！ 《論語》為孔子一生學說思想的總括，代表儒家思想的精髓，歷經兩千餘年而不衰，仍具有其真理性，亦可隨時代變遷而賦予新義。由孔子的弟子及再傳弟子們輯錄而成，體裁既非記傳也非論述，主要記載孔子與其弟子等人的言行對話。 本書為《論語》的全譯本，圖文並茂，史料考證詳實，中文皆有標示注音，難解字也詳加注釋，有助於理解儒家思想的精義。書末收錄孔子年表及孔子周遊列國圖，供讀者參考。 隨附「全書音檔下載用QR Code」、「線上音檔QR Code」與「線上影片QR Code」，以手機等行動裝置掃描，即可免費下載真人朗讀音檔，也能線上聆聽書中音檔或觀賞特製影片喔！

★2016這本輕小說最厲害！新作排行第1名。總排行第4名。 ★網羅三大繪者，超豪華人設、插圖融於一書的超熱血機甲小說。 ★PV化、模型化，臺日讀者好評不斷！ 「仁是站在赫奇薩這一邊的，卻妨礙拯救赫奇薩的研究？」 EIRUN CODE成功打下人類心心念念的馬里斯群生地， 激戰過後是短暫的安穩時光。 而EIRUN CODE卻在此時接到了來自瑞士的極機密委託。 他們正在進行消除刻印，讓赫奇薩變回人類的研究，並且已進入最終階段。 委託內容就是在實驗結束前保衛該研究設施與研究人員。 然而「我們有急事，EIRUN CODE你們可以讓開嗎？」 2號機【芭金耶莉】、4號機【猿王】、6號機【AGF31】、19號機【悠陽拾型】等， 合計七機的櫻之劍鄰人軍團卻強襲而來──!? 爆炸般的爽快感！熱血到會燙傷人的新世代機器人輕小說第八彈強勢來襲！

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道地的生活日語會話！ 特設「線上學習QR Code」，讓您一機在手，生活日語帶著走！ ◆貼近日常的主題會話 ◆擴充常用詞彙量的相關用法 ◆了解台日大小事的豆知識 本書以實用的日常會話為主，分為上下兩冊，內容貼近台灣和日本的文化風情。每課包含語彙、會話、相關用法、訓練聽說讀寫的練習等單元。書末亦附中譯與練習解答。 以手機等行動裝置掃描封面書折的「線上學習QR Code」，即可線上聆聽音檔或觀賞日語假名筆順動畫及會話影片。書內各單元也都設有獨立的「線上音檔QR Code」及「線上影片QR Code」，方便快速掃描。 此外，線上音檔還內建"播放速度調整功能"，除了正常語速，也能選擇放慢或加快。讓學習從此不再侷限於書本，只要一機在手，生活日語帶著走！

This book is a study of social and cultural change in the lower Yangzi delta. This region, Ming China’s economic heartland, flourished commercially and culturally during the sixteenth century, and its elites maintained strong political ties with the central government at Beijing. Drawing upon a large body of contemporary writings, the author discusses important socio-economic and cultural trends wherein scholars and scholar-officials entered the marketplace while the merchant class improved its status and importance. For all the benefits they brought about, these developments sowed the seeds of trouble. The author explains how unconstrained profit-seeking eroded the social and moral fabric of society and widened the gap between rich and poor. Toward the end of the sixteenth century, economic conditions worsened. Bitter resentments gave rise to popular riots against predatory great families. Eventually, mass revolts across the empire and Manchu’s invasion dealt a crushing blow to th

Advances in Financial Planning and Froecasting (New Series) is an annual publication designed to disseminate developments in the area of financial analysis, planning, and forecasting. The publication is a froum for statistical, quantitative, and accounting analyses of issues in financial analysis and planning in terms of finance, accounting, and economic data.

Advances in Financial Planning and Froecasting (New Series) is an annual publication designed to disseminate developments in the area of financial analysis, planning, and forecasting. The publication is a froum for statistical, quantitative, and accounting analyses of issues in financial analysis and planning in terms of finance, accounting, and economic data.

Originally written over a period from about 1979 to the early 1980s, the first in the trilogy was inspired by the theatre of the absurd and focused on the nature of human relationships across the fabric of space-time. The second, written in the late 1980s and the following early 1990s, was focused on repercussions of events across space-time; and then the third, written in 2000 and after, more or less concludes the trilogy with elements of the preceding two interwoven and coming to grips with the vicissitudes of life.

Advances in Financial Planning and Froecasting (New Series) is an annual publication designed to disseminate developments in the area of financial analysis, planning, and forecasting. The publication is a froum for statistical, quantitative, and accounting analyses of issues in financial analysis and planning in terms of finance, accounting, and economic data.

This volume is a special issue which is devoted to selected papers from the 10th Taiwan-Philippines Symposium on Analysis (10th TPSOA) held on 31/March–3/April 2014 at the Garden Villa Hotel, Kaohsiung city, Taiwan and organized mainly by National University of Kaohsiung. The article on page 311 has listed the bilateral participants of Taiwan and the Philippines for the 10 symposiums. The symposiums have brought together mathematicians from the Philippines and Taiwan to share their results and current research activities.

Advances in Financial Planning and Froecasting (New Series) is an annual publication designed to disseminate developments in the area of financial analysis, planning, and forecasting. The publication is a froum for statistical, quantitative, and accounting analyses of issues in financial analysis and planning in terms of finance, accounting, and economic data.

"Arthur's depth and breadth of knowledge on growing food plants are beyond compare, both theoretically and practically. His love of plants in general, and growing vegetables in particular, is clearly evident in the quality and variety of vegetables he grows in his own garden. He is also an excellent teacher, who gives clear and detailed explanations for everything he demonstrates, both in person and in his inspiring books. Arthur’s hard earned experience is an invaluable source of information and he constantly researches and experiments to enhance understanding of growing food plants. This second edition of Growing Your Own Food in Hong Kong expands on the rich content of his first book on the subject. Whether you are a novice, experienced gardener or armchair student, it is an invaluable source of wisdom used together with the first edition or as a new arrival in your reference library."──Vivien Wallis, Long time Hong Kong gardener, Past Vice Chair, The Hong Kong Gardening Society 「他在

Advances in Financial Planning and Froecasting (New Series) is an annual publication designed to disseminate developments in the area of financial analysis, planning, and forecasting. The publication is a froum for statistical, quantitative, and accounting analyses of issues in financial analysis and planning in terms of finance, accounting, and economic data.

Advances in Financial Planning and Froecasting (New Series) is an annual publication designed to disseminate developments in the area of financial analysis, planning, and forecasting. The publication is a froum for statistical, quantitative, and accounting analyses of issues in financial analysis and planning in terms of finance, accounting, and economic data.

Advances in Quantitative Analysis of Finance and Accounting (New Series) is an annual publication designed to disseminate developments in the quantitative analysis of finance and accounting. The publication is a forum for statistical and quantitative analyses of issues in finance and accounting as well as applications of quantitative methods to problems in financial management, financial accounting, and business management. The objective is to promote interaction between academic research in finance and accounting and applied research in the financial community and the accounting profession. The papers in this volume cover a wide range of topics including corporate finance and debt management, earnings management, equity market, auditing, option pricing theory, and interest rate theory. In this volume there are eleven chapters, five of them are corporate finance and debt management: 1. Liquidity and Adverse Selection: Evidence from the Five-or-Fewer Rule Change; 2. Changing Busin

Clean Code Python 寫 乾淨程式碼 告別技術債，不再為爛程式加班收爛攤 寫程式不是比誰先跑起來，而是能否長期維護。當需求一改就骨牌倒、長函式與巢狀條件像毛線球、沒有測試誰也不敢動，這些都是「技術債」。本書以實務為軸，從Clean Code 的定義、Pythonic 寫法、命名與文件、PEP 8 與工具鏈、函數與物件設計、模組化結構、單元測試、例外處理與 logging，到壞味道識別與小步重構，一步步把專案從混亂導向清晰與可持續。 你將學到 ☆Clean Code的5大原則 ◎「可讀」 ◎「可維護」 ◎「單一職責」 ◎「低耦合」 ◎「高內聚」 ☆如何判斷好/壞程式碼與乾淨程式碼的核心特徵。 ☆Pythonic vs. Non-Pythonic 的差異與常見誤用修正。 ☆命名、註解、docstring 的可讀性準則，讓程式自我說明。 ☆PEP 8 + black/isort/flake8 的實戰組合，建立一致風格。 ☆函數設計：單一職責、控制參數、避免副作用的落地做法。 ☆物件設計：恰到好處的封裝、避免過度設計與抽象。 ☆模組化設計：高內聚、低耦合，避開循環匯入。 ☆單元測試：unittest/pytest 的測試網，降低回歸風險。 ☆錯誤處理與 logging：把問題抓出來，也把原因留下來。 ☆重構手法：辨識壞味道、拆長 if-elif-else，穩健演進。 適合讀者 ☆每天與需求變更拔河的一般公司軟體工程師。 ☆技術主管、Code Review 參與者與維運/測試人員。 ☆想把「能跑」升級為「能維護、能擴充」的 Python 開發者 「為何必讀這本書」的關鍵理由 ☆把「能跑」升級為「能維護」：讓修改不再牽一髮動全身。 ☆對抗技術債：用小步重構把壞味道逐一清掉，減少救火。 ☆可讀性優先：命名、註解、docstring 讓程式能自我說明。 ☆統一團隊風格：PEP 8 +自動化工具（black/isort/flake8）讓評審聚焦在設計而非格式。 ☆降低回歸風險：pytest 測試網＋錯誤處理與 logging，建立可靠的安全網。 ☆穩定交付：把需求變更的成本降到最低，開發節奏更平滑。 ☆良好設計習慣：單一職責、低耦合、高內聚，在真實專案中務實落地。 ☆清晰專案結構：模組化與目錄切分，避免循環依賴、縮短新人上手時間。 ☆有章可循：從 Code R