{"product_id":"python-code-quality-testing-refactoring-and-reliability-9798198613461","title":"Python Code Quality: Testing, Refactoring, and Reliability","description":"\u003cp\u003e • Author(s): Raymond Colebrook\u003cbr\u003e • Publisher: Independently Published\u003cbr\u003e • Publisher Imprint: Independently Published\u003cbr\u003e • BISAC: Software Development \u0026amp; Engineering - Quality Assurance \u0026amp; Tes\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003ePython Code Quality: Testing, Refactoring, and Reliability\u003c\/b\u003e is a practical guide for developers who want to move beyond simply making programs run and start building software that is robust, scalable, and trusted in production environments. Whether you're an aspiring Python developer, software engineer, technical lead, or computer science student, this book provides the proven techniques used by experienced professionals to create high-quality codebases.\u003c\/p\u003e\u003cp\u003eThrough real-world examples and hands-on explanations, you'll learn how to identify hidden defects, eliminate technical debt, improve architecture, and develop confidence in every code change you make.\u003c\/p\u003e\u003cp\u003eInside you'll discover how to: \u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eDesign clean, readable, and maintainable Python code\u003c\/li\u003e\n\u003cli\u003eBuild comprehensive testing strategies with unit, integration, functional, and end-to-end tests\u003c\/li\u003e\n\u003cli\u003eMaster \u003cb\u003epytest\u003c\/b\u003e, mocking, fixtures, and test automation techniques\u003c\/li\u003e\n\u003cli\u003eApply Test-Driven Development (TDD) to create more reliable applications\u003c\/li\u003e\n\u003cli\u003eRefactor legacy code safely without introducing new bugs\u003c\/li\u003e\n\u003cli\u003eDetect and eliminate code smells before they become costly problems\u003c\/li\u003e\n\u003cli\u003eUse static analysis, linting, formatting, and type checking tools effectively\u003c\/li\u003e\n\u003cli\u003eImprove code coverage while focusing on meaningful tests that deliver value\u003c\/li\u003e\n\u003cli\u003eImplement continuous integration pipelines for automated quality assurance\u003c\/li\u003e\n\u003cli\u003eDebug complex issues faster with systematic troubleshooting methods\u003c\/li\u003e\n\u003cli\u003eIncrease application reliability through defensive programming practices\u003c\/li\u003e\n\u003cli\u003eReduce production failures with robust error handling and validation techniques\u003c\/li\u003e\n\u003cli\u003eMeasure, monitor, and continuously improve software quality metrics\u003c\/li\u003e\n\u003cli\u003eCreate maintainable architectures that support long-term growth and collaboration\u003c\/li\u003e\n\u003cli\u003eEstablish professional coding standards for individual and team projects\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003eYou'll also explore advanced topics such as dependency management, automated quality gates, performance testing, regression prevention, code review best practices, reliability engineering principles, and maintaining large Python applications in production.\u003c\/p\u003e\u003cp\u003eUnlike books that focus only on syntax or isolated testing concepts, this comprehensive guide shows how testing, refactoring, automation, and engineering discipline work together to create software users can depend on.\u003c\/p\u003e\u003cp\u003eWhether you're building web applications, APIs, automation tools, data processing systems, machine learning pipelines, or enterprise software, the techniques in this book will help you deliver cleaner code, reduce defects, and increase development confidence.\u003c\/p\u003e","brand":"Independently Published","offers":[{"title":"Paperback","offer_id":47968764264599,"sku":"9798198613461","price":1770.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9798198613461.webp?v=1782919318","url":"https:\/\/atlanticbooks.com\/products\/python-code-quality-testing-refactoring-and-reliability-9798198613461","provider":"Atlantic Books","version":"1.0","type":"link"}