IEEE Software https://www.computer.org/csdl/magazine/so This bimonthly magazine delivers reliable, useful, leading-edge software development information to keep engineers and managers abreast of rapid technology change. The authority on translating software theory into practice, the magazine positions itself between pure research and pure practice, transferring ideas, methods, and experiences among researchers and engineers. Peer-reviewed articles and columns by real-world experts illuminate all aspects of the industry, including process improvement, project management, development tools, software maintenance, Web applications and opportunities, testing, usability, and much more. en-us https://s3.amazonaws.com/ieeecs.cdn.common/images/computer.org/CSLogo_dark.png IEEE Computer Society Digital Library List of 100 recently published journal articles. https://www.computer.org/csdl The Productivity Paradox of AI-Powered Development https://www.computer.org/csdl/magazine/so/2026/04/11367630/2dHi2lm24Io 07/12/2026 11:01 pm PST http://doi.ieeecomputersociety.org/10.1109/MS.2026.3658651 Large Language Models as Assistants in Software Architecture Design https://www.computer.org/csdl/magazine/so/2026/04/11393902/2e3dpCILnqg 07/13/2026 3:03 pm PST http://doi.ieeecomputersociety.org/10.1109/MS.2026.3663353 Facilitating the Adoption of Complex Event Processing for Internet of Things: Framework and Lessons Learned https://www.computer.org/csdl/magazine/so/2026/04/11395497/2e3dpw6jpkY 07/13/2026 3:03 pm PST http://doi.ieeecomputersociety.org/10.1109/MS.2026.3664449 Productivity Gain, Community Strain: Stack Overflow’s Community Response to its AI Initiatives https://www.computer.org/csdl/magazine/so/2026/04/11397533/2e9QTTx42Ws 07/13/2026 3:03 pm PST http://doi.ieeecomputersociety.org/10.1109/MS.2026.3665306 Trust But Verify: Analyzing the Tradeoffs of AI-Generated Code https://www.computer.org/csdl/magazine/so/2026/04/11410579/2eoN8Q0toHu 07/13/2026 3:03 pm PST http://doi.ieeecomputersociety.org/10.1109/MS.2026.3667154 AI-Assisted Collaboration: Exploring Developer Experience with GitHub Copilot and Windsurf https://www.computer.org/csdl/magazine/so/2026/04/11429684/2eNCjd5qusw 07/13/2026 3:03 pm PST http://doi.ieeecomputersociety.org/10.1109/MS.2026.3671677 Secure Code Generation With Open Source Generative AI Models https://www.computer.org/csdl/magazine/so/2026/04/11430653/2eNCj8urdRK 07/13/2026 3:03 pm PST http://doi.ieeecomputersociety.org/10.1109/MS.2026.3672189 Quality Assessment for AI Development Tools: A Comprehensive Framework for Evaluating AI Coding Assistants Beyond Vendor Claims https://www.computer.org/csdl/magazine/so/2026/04/11458673/2fj9vgYnWbC 07/13/2026 3:03 pm PST http://doi.ieeecomputersociety.org/10.1109/MS.2026.3678750 IEEE Computer Science and Engineering Awards https://www.computer.org/csdl/magazine/so/2026/04/11602408/2hZ7YGTA1CU 07/12/2026 11:01 pm PST http://doi.ieeecomputersociety.org/10.1109/MS.2026.3693898 IEEE Computer Society Benefits https://www.computer.org/csdl/magazine/so/2026/04/11602409/2hZ7YAfI3Ti 07/12/2026 11:01 pm PST http://doi.ieeecomputersociety.org/10.1109/MS.2026.3693819 IEEE Career Center https://www.computer.org/csdl/magazine/so/2026/04/11602410/2hZ7YdCCPWo 07/12/2026 11:01 pm PST http://doi.ieeecomputersociety.org/10.1109/MS.2026.3693902 IEEE Computer Society Information https://www.computer.org/csdl/magazine/so/2026/04/11602411/2hZ7UYvPbeo 07/12/2026 11:00 pm PST http://doi.ieeecomputersociety.org/10.1109/MS.2026.3691891 IEEE Computer Society Grants for Emerging Technology https://www.computer.org/csdl/magazine/so/2026/04/11602412/2hZ7WuciTUA 07/12/2026 11:01 pm PST http://doi.ieeecomputersociety.org/10.1109/MS.2026.3693817 IEEE Transactions on Big Data https://www.computer.org/csdl/magazine/so/2026/04/11602413/2hZ7VZFi1sk 07/12/2026 11:01 pm PST http://doi.ieeecomputersociety.org/10.1109/MS.2026.3693901 IEEE Computing Edge https://www.computer.org/csdl/magazine/so/2026/04/11602414/2hZ7X807uLu 07/12/2026 11:01 pm PST http://doi.ieeecomputersociety.org/10.1109/MS.2026.3693903 Stop Blaming the AI: How Disciplined Engineering Makes Generative AI Work https://www.computer.org/csdl/magazine/so/2026/04/11602416/2hZ7YsJCIjm 07/12/2026 11:01 pm PST http://doi.ieeecomputersociety.org/10.1109/MS.2026.3684756 Letting Go of Control, Holding on to Requirements: A FaREwell https://www.computer.org/csdl/magazine/so/2026/04/11602418/2hZ7WZPrvAk 07/13/2026 3:03 pm PST http://doi.ieeecomputersociety.org/10.1109/MS.2026.3683180 The Impact of AI on Productivity and Code https://www.computer.org/csdl/magazine/so/2026/04/11602422/2hZ7XCncpFu 07/12/2026 11:01 pm PST http://doi.ieeecomputersociety.org/10.1109/MS.2026.3683172 Staff Listing https://www.computer.org/csdl/magazine/so/2026/04/11602601/2hZ7VcqJKEw 07/12/2026 11:00 pm PST http://doi.ieeecomputersociety.org/10.1109/MS.2026.3691436 IEEE Pervasive Computing https://www.computer.org/csdl/magazine/so/2026/04/11602602/2hZ7W79XnnW 07/12/2026 11:01 pm PST http://doi.ieeecomputersociety.org/10.1109/MS.2026.3693900 IEEE Computer Society Call for Papers https://www.computer.org/csdl/magazine/so/2026/04/11602603/2hZ7WeP7T7W 07/12/2026 11:01 pm PST http://doi.ieeecomputersociety.org/10.1109/MS.2026.3693818 Front Cover https://www.computer.org/csdl/magazine/so/2026/04/11602604/2hZ7Xn6gzKg 07/12/2026 11:01 pm PST http://doi.ieeecomputersociety.org/10.1109/MS.2026.3691433 Masthead https://www.computer.org/csdl/magazine/so/2026/04/11602605/2hZ7VmVkmMo 07/30/2026 8:02 pm PST http://doi.ieeecomputersociety.org/10.1109/MS.2026.3691435 Table of Contents https://www.computer.org/csdl/magazine/so/2026/04/11602606/2hZ7VtvdWH6 07/12/2026 11:00 pm PST http://doi.ieeecomputersociety.org/10.1109/MS.2026.3691434 Bootstrapping Coding Agents: The Specification Is the Program https://www.computer.org/csdl/magazine/so/2026/04/11602609/2hZ7VBzn9SM 07/12/2026 11:00 pm PST http://doi.ieeecomputersociety.org/10.1109/MS.2026.3687051 Technical Debt in the AI Era https://www.computer.org/csdl/magazine/so/2026/04/11602610/2hZ7YlaYYyQ 08/10/2026 8:05 pm PST http://doi.ieeecomputersociety.org/10.1109/MS.2026.3683173 Productivity in Software Developing Organizations Using AI Support https://www.computer.org/csdl/magazine/so/2026/04/11602613/2hZ7XReAlSU 07/12/2026 11:01 pm PST http://doi.ieeecomputersociety.org/10.1109/MS.2026.3684785 Measuring Software Energy in Practice: A Guide to RAPL-Based Tools https://www.computer.org/csdl/magazine/so/2026/04/11602614/2hZ7Y6ACY9i 07/13/2026 3:03 pm PST http://doi.ieeecomputersociety.org/10.1109/MS.2026.3684757 From Enterprise Backbone to Developer Workbench: Engineering Rigor in the Age of AI https://www.computer.org/csdl/magazine/so/2026/04/11602618/2hZ7WKGaQaQ 07/13/2026 3:03 pm PST http://doi.ieeecomputersociety.org/10.1109/MS.2026.3683181 Toward Design and Architecture-Level Intelligence https://www.computer.org/csdl/magazine/so/2026/04/11602619/2hZ7XYNe5Dq 07/13/2026 3:03 pm PST http://doi.ieeecomputersociety.org/10.1109/MS.2026.3683175 Generative AI for Software Project Management: Insights From a Review of Software Practitioner Literature https://www.computer.org/csdl/magazine/so/2026/03/11201880/2aMEG3UPj6U 05/24/2026 11:00 pm PST http://doi.ieeecomputersociety.org/10.1109/MS.2025.3619936 DevSecOps for Secure and Scalable Citizen Development https://www.computer.org/csdl/magazine/so/2026/03/11282974/2ckbKW9gS9G 06/02/2026 8:04 pm PST http://doi.ieeecomputersociety.org/10.1109/MS.2025.3640399 iReadUSA: A Computational Social “Listening” Website for Health Information Dissemination https://www.computer.org/csdl/magazine/so/2026/03/11305146/2czVzsnM7de 05/24/2026 11:00 pm PST http://doi.ieeecomputersociety.org/10.1109/MS.2025.3642604 Lessons Learned from the M365 AI Copilot Trial https://www.computer.org/csdl/magazine/so/2026/03/11354492/2diossVSqpG 05/24/2026 11:01 pm PST http://doi.ieeecomputersociety.org/10.1109/MS.2026.3654785 Empathy Guidelines for Improving Practitioner Well-Being and Software Engineering Practices https://www.computer.org/csdl/magazine/so/2026/03/11357960/2dpnyFHuwAE 05/24/2026 11:01 pm PST http://doi.ieeecomputersociety.org/10.1109/MS.2026.3654969 Taming Multidimensional Analytics Costs: An Empirical Study of HLL and KLL Sketches in Cloud Data Warehouses 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https://www.computer.org/csdl/magazine/so/2026/03/11527156/2gE8AvtYTS0 05/24/2026 11:00 pm PST http://doi.ieeecomputersociety.org/10.1109/MS.2026.3677336 IEEE Computing Edge https://www.computer.org/csdl/magazine/so/2026/03/11527157/2gE8AJ3T9Fm 05/24/2026 11:00 pm PST http://doi.ieeecomputersociety.org/10.1109/MS.2026.3685788 IEEE Career Center https://www.computer.org/csdl/magazine/so/2026/03/11527158/2gE8CcGUYWA 05/24/2026 11:01 pm PST http://doi.ieeecomputersociety.org/10.1109/MS.2026.3685787 IEEE Software Call for Special Issues https://www.computer.org/csdl/magazine/so/2026/03/11527159/2gE8D9aQYuI 05/24/2026 11:01 pm PST http://doi.ieeecomputersociety.org/10.1109/MS.2026.3685786 What Makes a Good Productivity Metric? https://www.computer.org/csdl/magazine/so/2026/03/11527160/2gE8B506WYw 05/24/2026 11:00 pm PST http://doi.ieeecomputersociety.org/10.1109/MS.2026.3662031 IEEE Computer Society Grants for Emerging Technology https://www.computer.org/csdl/magazine/so/2026/03/11527161/2gE8COuYt5m 05/24/2026 11:01 pm PST http://doi.ieeecomputersociety.org/10.1109/MS.2026.3685762 Stable Code from Stable Problems https://www.computer.org/csdl/magazine/so/2026/03/11527162/2gE8CpAOBuo 05/24/2026 11:01 pm PST http://doi.ieeecomputersociety.org/10.1109/MS.2026.3662844 AI Transformation: Ready or Already? https://www.computer.org/csdl/magazine/so/2026/03/11527163/2gE8BD7Flpm 05/24/2026 11:01 pm PST http://doi.ieeecomputersociety.org/10.1109/MS.2026.3662854 The AI Race Is Not Over https://www.computer.org/csdl/magazine/so/2026/03/11527164/2gE8BvPLWkE 05/24/2026 11:01 pm PST http://doi.ieeecomputersociety.org/10.1109/MS.2026.3666606 ICCQ https://www.computer.org/csdl/magazine/so/2026/03/11527165/2gE8A3e2F3O 05/24/2026 11:00 pm PST http://doi.ieeecomputersociety.org/10.1109/MS.2026.3685763 Automating Heating Control https://www.computer.org/csdl/magazine/so/2026/03/11527166/2gE8C6je9CE 05/24/2026 11:01 pm PST http://doi.ieeecomputersociety.org/10.1109/MS.2026.3662028 The Stories Behind the Incidents https://www.computer.org/csdl/magazine/so/2026/03/11527427/2gE8ACiDCy4 05/24/2026 11:00 pm PST http://doi.ieeecomputersociety.org/10.1109/MS.2026.3662821 Front Cover https://www.computer.org/csdl/magazine/so/2026/03/11527428/2gE8BbGxiSI 05/24/2026 11:01 pm PST http://doi.ieeecomputersociety.org/10.1109/MS.2026.3677332 Table of Contents https://www.computer.org/csdl/magazine/so/2026/03/11527429/2gE8D2vz16M 05/24/2026 11:01 pm PST http://doi.ieeecomputersociety.org/10.1109/MS.2026.3677333 Architecture in Practice: Scale, Latency, Decisions, and Change: A Multi-Episode SE Radio Digest https://www.computer.org/csdl/magazine/so/2026/03/11527430/2gE8AXqCpPO 05/24/2026 11:00 pm PST http://doi.ieeecomputersociety.org/10.1109/MS.2026.3662845 IEEE Computer Society Call for Papers https://www.computer.org/csdl/magazine/so/2026/03/11527431/2gE8AfkPG6s 05/24/2026 11:00 pm PST http://doi.ieeecomputersociety.org/10.1109/MS.2026.3685784 Agents Don’t Just Think, They Communicate: Communication and Coordination Protocols for Agentic AI https://www.computer.org/csdl/magazine/so/2026/03/11527432/2gE8zCm6SFa 05/24/2026 11:00 pm PST http://doi.ieeecomputersociety.org/10.1109/MS.2026.3662061 Masthead https://www.computer.org/csdl/magazine/so/2026/03/11527433/2gE8A95ndyo 05/24/2026 11:00 pm PST http://doi.ieeecomputersociety.org/10.1109/MS.2026.3677334 From Large Language Models to Reasoning and Agents https://www.computer.org/csdl/magazine/so/2026/03/11527434/2gE8Bp93Zio 05/24/2026 11:01 pm PST http://doi.ieeecomputersociety.org/10.1109/MS.2026.3662034 IEEE Computer Graphics and Applications https://www.computer.org/csdl/magazine/so/2026/03/11527435/2gE8zQ2gjjW 05/24/2026 11:00 pm PST http://doi.ieeecomputersociety.org/10.1109/MS.2026.3685765 Trends in Software Quality in Embedded Systems: Are We Getting Any Better? https://www.computer.org/csdl/magazine/so/2026/03/11527436/2gE8zJhRzAQ 05/24/2026 11:00 pm PST http://doi.ieeecomputersociety.org/10.1109/MS.2026.3662321 Modernizing Core Legacy Systems: A Framework Based on Transplantability and Tailoring https://www.computer.org/csdl/magazine/so/2026/02/11119329/28Zsu0ctWfu 03/15/2026 11:44 pm PST http://doi.ieeecomputersociety.org/10.1109/MS.2025.3596174 Web Application State Management: A Review of Leading React Frameworks https://www.computer.org/csdl/magazine/so/2026/02/11217279/2b4UGTZpTqM 03/15/2026 11:43 pm PST http://doi.ieeecomputersociety.org/10.1109/MS.2025.3621269 NetCarbTrace: A Probing Tool to Measure and Explore the Carbon Footprint of Computer Networks https://www.computer.org/csdl/magazine/so/2026/02/11269323/2bXKZUtZxdK 03/15/2026 11:47 pm PST http://doi.ieeecomputersociety.org/10.1109/MS.2025.3636577 Energy Consumption of Web Applications: Measurement Challenges in Practice https://www.computer.org/csdl/magazine/so/2026/02/11300713/2cthSwPGLyE 03/15/2026 11:44 pm PST http://doi.ieeecomputersociety.org/10.1109/MS.2025.3641504 Understanding Prompt Management in GitHub Repositories: A Call for Best Practices https://www.computer.org/csdl/magazine/so/2026/02/11303092/2cwBJ84zKTe 03/15/2026 11:44 pm PST http://doi.ieeecomputersociety.org/10.1109/MS.2025.3644251 Is ChatGPT-Generated Code Really Green?: Evaluating AI-Generated Solutions for Energy-Efficient Coding Practices https://www.computer.org/csdl/magazine/so/2026/02/11305119/2czVzEAwHZe 03/15/2026 11:48 pm PST http://doi.ieeecomputersociety.org/10.1109/MS.2025.3644903 Tu(r)ning AI Green: Exploring Energy Efficiency Cascading With Orthogonal Optimizations https://www.computer.org/csdl/magazine/so/2026/02/11305123/2czVzytROta 03/15/2026 11:48 pm PST http://doi.ieeecomputersociety.org/10.1109/MS.2025.3645090 Energy Profiling in Games: Introducing a Frame-Based Power Consumption Metric https://www.computer.org/csdl/magazine/so/2026/02/11311344/2cEUnwRNr0c 03/15/2026 11:43 pm PST http://doi.ieeecomputersociety.org/10.1109/MS.2025.3646195 IEEE Computer Society Information https://www.computer.org/csdl/magazine/so/2026/02/11433004/2eNClJZ3Q3u 03/15/2026 11:44 pm PST http://doi.ieeecomputersociety.org/10.1109/MS.2026.3658179 Staff Listing https://www.computer.org/csdl/magazine/so/2026/02/11433005/2eNCni4yY1y 03/15/2026 11:48 pm PST http://doi.ieeecomputersociety.org/10.1109/MS.2026.3658203 Masthead https://www.computer.org/csdl/magazine/so/2026/02/11433006/2eNCldEuBtS 03/15/2026 11:44 pm PST http://doi.ieeecomputersociety.org/10.1109/MS.2026.3656000 Table of Contents https://www.computer.org/csdl/magazine/so/2026/02/11433007/2eNCjCBUcCc 03/15/2026 11:43 pm PST http://doi.ieeecomputersociety.org/10.1109/MS.2026.3655977 Front Cover https://www.computer.org/csdl/magazine/so/2026/02/11433170/2eNCm997eW4 03/24/2026 8:01 pm PST http://doi.ieeecomputersociety.org/10.1109/MS.2026.3652672 Optimizing Stream Editing Performance https://www.computer.org/csdl/magazine/so/2026/02/11433192/2eNCm1VLpWo 03/15/2026 11:44 pm PST http://doi.ieeecomputersociety.org/10.1109/MS.2025.3642665 IEEE Career Center https://www.computer.org/csdl/magazine/so/2026/02/11433193/2eNCmWDz31u 03/15/2026 11:48 pm PST http://doi.ieeecomputersociety.org/10.1109/MS.2026.3659413 IEEE Computer Society Benefits https://www.computer.org/csdl/magazine/so/2026/02/11433194/2eNClwbwQ12 03/15/2026 11:44 pm PST http://doi.ieeecomputersociety.org/10.1109/MS.2026.3659404 IEEE Computing Edge https://www.computer.org/csdl/magazine/so/2026/02/11433195/2eNClVcMFRC 03/15/2026 11:44 pm PST http://doi.ieeecomputersociety.org/10.1109/MS.2026.3659414 AI Tools Make Design Skills More Important than Ever https://www.computer.org/csdl/magazine/so/2026/02/11433196/2eNCmmQYgne 03/15/2026 11:48 pm PST http://doi.ieeecomputersociety.org/10.1109/MS.2025.3646316 Detecting Diagnostic Trouble Code Requirement–Implementation Inconsistencies Using LLMs: An Experience Report https://www.computer.org/csdl/magazine/so/2026/02/11433198/2eNCmPgyRBC 03/15/2026 11:48 pm PST http://doi.ieeecomputersociety.org/10.1109/MS.2025.3631386 Why You Should Care About Green Clean Sustainable Software https://www.computer.org/csdl/magazine/so/2026/02/11433199/2eNCljYd2YU 03/15/2026 11:44 pm PST http://doi.ieeecomputersociety.org/10.1109/MS.2025.3646318 IEEE Transactions on Privacy https://www.computer.org/csdl/magazine/so/2026/02/11433200/2eNCkBPiIOQ 03/15/2026 11:44 pm PST http://doi.ieeecomputersociety.org/10.1109/MS.2026.3659410 Mapping the Software Evolution Landscape in the Age of Large Language Models https://www.computer.org/csdl/magazine/so/2026/02/11433201/2eNCkI9AmA0 03/15/2026 11:44 pm PST http://doi.ieeecomputersociety.org/10.1109/MS.2025.3646007 Comparing Cloud-Native MLOps Platforms: AWS, Azure, GCP, and Databricks https://www.computer.org/csdl/magazine/so/2026/02/11433203/2eNCkfwn16w 03/15/2026 11:44 pm PST http://doi.ieeecomputersociety.org/10.1109/MS.2025.3646505 Mastering Software Technology: The Journey Ahead https://www.computer.org/csdl/magazine/so/2026/02/11433204/2eNCjoAbg4w 03/15/2026 11:43 pm PST http://doi.ieeecomputersociety.org/10.1109/MS.2025.3646008 IEEE Computer Society Grants for Emerging Technology https://www.computer.org/csdl/magazine/so/2026/02/11433205/2eNCl7wYUzC 03/15/2026 11:44 pm PST http://doi.ieeecomputersociety.org/10.1109/MS.2026.3659402 IEEE Transactions on Computers https://www.computer.org/csdl/magazine/so/2026/02/11433206/2eNCkUq1K2Q 03/15/2026 11:44 pm PST http://doi.ieeecomputersociety.org/10.1109/MS.2026.3659383 IEEE Security and Privacy Subscription https://www.computer.org/csdl/magazine/so/2026/02/11433207/2eNCjuUbiHC 03/15/2026 11:43 pm PST http://doi.ieeecomputersociety.org/10.1109/MS.2026.3659407 IEEE Software Call for Special Issues 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