AI Integration in Software Development and Operations: Transformation Through AI Infusion in Devops, Testing, and SRE (軟體開發與運營中的AI整合：透過AI注入實現DevOps、測試與SRE的轉型)
Kaiser, Abhinav Krishna, Meda, Vamshidhar
相關主題
商品描述
Discover how Artificial Intelligence (AI) is transforming the fields of software development, testing, and IT operations by enhancing efficiency, reducing human error, and accelerating processes. This book showcases the practical applications of AI-driven tools, such as automating coding, testing, and operational tasks, predicting potential issues, and optimizing performance.
Aimed at digital leaders, practitioners, and customers, this book provides strategic insights and actionable guidance on how to integrate AI technologies to boost productivity, enhance product quality, and streamline development cycles. It serves as a comprehensive guide for those looking to leverage AI to drive innovation, cut costs, and stay competitive in an ever-evolving technological landscape.
You'll explore how AI can be integrated into software development, testing, and IT operations to improve efficiency, accuracy, and speed. Through real-world use cases, you'll see how AI-driven tools can automate tasks, reduce human error, and improve processes across the development lifecycle. AI Integration in Software Development and Operations offers actionable insights on using AI to accelerate innovation, enhance product quality, and optimize costs in your modern software and IT environments.
What You Will Learn
- Review the SDLC lifecycle, DevOps, SRE and accompanying topics
- Understand machine learning basics, AI techniques, and data preprocessing for DevOps
- Explore how AI integration into all phases of SDLC boosts productivity, increases
- effectiveness, and reduces human error
- Gain a familiarity with AI tools, their use cases, and the value in integrating them
Who This Book is For
Software engineers, developers, programmers, DevOps engineers, and AI practitioners who are interested in integrating AI into their DevOps practices.
商品描述(中文翻譯)
發現人工智慧（AI）如何透過提升效率、減少人為錯誤和加速流程，改變軟體開發、測試和IT運營領域。本書展示了AI驅動工具的實際應用，例如自動化編碼、測試和運營任務、預測潛在問題以及優化性能。
本書針對數位領導者、實務工作者和客戶，提供了有關如何整合AI技術以提升生產力、增強產品品質和簡化開發週期的策略見解和可行指導。它是希望利用AI推動創新、降低成本並在不斷演變的技術環境中保持競爭力的人的全面指南。
您將探索如何將AI整合到軟體開發、測試和IT運營中，以提高效率、準確性和速度。透過真實案例，您將看到AI驅動工具如何自動化任務、減少人為錯誤並改善整個開發生命週期的流程。《AI Integration in Software Development and Operations》提供了使用AI加速創新、增強產品品質和優化現代軟體及IT環境成本的可行見解。
您將學到的內容：
- 回顧SDLC生命週期、DevOps、SRE及相關主題
- 理解機器學習基礎、AI技術及DevOps的數據預處理
- 探索AI整合到SDLC所有階段如何提升生產力、增加效能並減少人為錯誤
- 熟悉AI工具、其使用案例及整合它們的價值
本書適合對將AI整合到DevOps實踐中感興趣的軟體工程師、開發人員、程式設計師、DevOps工程師和AI實務工作者。
作者簡介
Abhinav Krishna Kaiser is a highly accomplished professional working as a partner at a prestigious consulting firm, where he plays a pivotal role in leading digital transformation programs for clients across diverse sectors. He is a part of the Distinguished Member of Technical Staff (DMTS) cadre, which represents a select group of best-in-class technologists. With a proven track record in the industry, Abhinav is recognized for his expertise in guiding organizations through complex and innovative changes to stay ahead of the curve in today's dynamic business environment. He takes charge of spearheading various digital transformation initiatives, demonstrating a keen understanding of the unique challenges and opportunities presented by different industries. His portfolio includes successfully steering multiple digital transformation programs, showcasing his ability to navigate and drive change in organizations of varying sizes and complexities. His hands-on experience in implementing cutting-edge technologies and methodologies has contributed to the enhanced efficiency and competitiveness of his clients.
In addition, Abhinav Krishna Kaiser is a multifaceted professional with a prolific career as an accomplished writer. He boasts an impressive literary portfolio comprising six published books, each delving into the intricacies of digital transformation, DevOps, GCP and ITIL. Abhinav's written works serve as authoritative guides, offering valuable insights and practical solutions to professionals navigating the complexities of modern business and technology landscapes. Beyond his contributions in the written domain, Abhinav is a panel speaker, captivating audiences with his expertise at industry conferences and events. His commitment to knowledge-sharing ex-tends to digital platforms, where he actively engages as a YouTuber and blogger. Through these mediums, he imparts knowledge, shares best practices, and explores emerging trends, reaching a wider audience eager to enhance their understanding of digital transformation, DevOps, GCP, and ITIL.
Vamshi Meda is a seasoned partner at a prominent consulting firm, specializing in guiding organizations through digital transformation initiatives. With a wealth of experience in the field, he serves as a trusted advisor to numerous enterprises, helping them identify opportunities for digital innovation and navigate the complexities of implementation. Vamshi has demonstrated track record of leading complex initiatives in Architecture, Cloud, GenAI, SRE, AIOps, Agile, and DevOps. He has completed CTO certification from Wharton and a bachelor's degree in computer science, blending technical prowess with business acumen.
He is Recognized for spearheading digital transformation initiatives across diverse industries, including Insurance, Capital Markets, Retail, and Healthcare. Skilled in strategic planning, solution implementation, and fostering collaboration to achieve organizational objectives. A decisive leader with a knack for problem-solving and a commitment to excellence. Vamshi is highly regarded as a keynote speaker at industry-leading conferences, where he shares his expertise and insights on driving successful digital transformations.
作者簡介(中文翻譯)
Abhinav Krishna Kaiser 是一位成就卓越的專業人士，目前擔任一家知名諮詢公司的合夥人，負責領導各行各業客戶的數位轉型計畫。他是技術人員卓越成員（DMTS）小組的一員，該小組代表了一群頂尖的技術專家。Abhinav 在業界擁有良好的業績紀錄，因其在引導組織應對複雜且創新的變革方面的專業知識而受到認可，幫助客戶在當今動態的商業環境中保持領先。他負責推動各種數位轉型倡議，展現出對不同產業所面臨的獨特挑戰和機會的深刻理解。他的作品集包括成功引導多個數位轉型計畫，顯示出他在不同規模和複雜度的組織中推動變革的能力。他在實施尖端技術和方法論方面的實務經驗，為客戶的效率和競爭力提升做出了貢獻。
此外，Abhinav Krishna Kaiser 還是一位多才多藝的專業人士，擁有豐富的作家生涯。他擁有六本已出版書籍的驚人文學作品集，每本書深入探討數位轉型、DevOps、GCP 和 ITIL 的複雜性。Abhinav 的著作作為權威指南，為專業人士提供寶貴的見解和實用解決方案，幫助他們應對現代商業和技術環境的複雜性。除了在書寫領域的貢獻外，Abhinav 還是一位小組演講者，在行業會議和活動中以其專業知識吸引觀眾。他對知識分享的承諾延伸至數位平台，積極參與 YouTuber 和部落客的活動。透過這些媒介，他傳授知識、分享最佳實踐並探索新興趨勢，觸及更廣泛的受眾，幫助他們提升對數位轉型、DevOps、GCP 和 ITIL 的理解。
Vamshi Meda 是一家知名諮詢公司的資深合夥人，專注於引導組織進行數位轉型倡議。憑藉豐富的經驗，他成為眾多企業的可信顧問，幫助他們識別數位創新的機會並應對實施的複雜性。Vamshi 在架構、雲端、GenAI、SRE、AIOps、敏捷和 DevOps 等複雜倡議的領導方面展現了良好的紀錄。他擁有沃頓商學院的 CTO 認證和計算機科學學士學位，將技術專長與商業智慧相結合。
他因在保險、資本市場、零售和醫療等多個行業推動數位轉型倡議而受到認可。擅長戰略規劃、解決方案實施和促進合作，以實現組織目標。作為一位果斷的領導者，Vamshi 具備解決問題的能力並致力於卓越。他在行業領先的會議上被高度評價為主題演講者，分享他在推動成功數位轉型方面的專業知識和見解。
