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InfoQ Homepage AI, ML & Data Engineering Content on InfoQ

  • Next-Gen Architecture Playbook: Insights and Patterns for the AI Era

    This eMag examines how architects can lead with clarity in a rapidly evolving engineering world, distilling industry insights into field-tested practices for teams. Together, these stories reveal a core theme: the technology leader’s role is expanding from building systems to guiding how tech behaves and learns, while enabling engineers and organizations to bring out their best.

  • Architecture as a Socio-Technical Craft

    Architecture is not a fixed choice made once; fitness is a moving target driven by changing regulations, tech, and markets. Even a sound design can silently stop fitting over time without bad calls. Spanning seven articles on context stores, gateways, and topologies, this collection treats architecture as an evolving sociotechnical craft where teams deliberately shape friction, fitness, and flow.

  • Securing the AI Stack: From Model to Production

    This eMag explores the shift from AI experimentation to production, where legacy defenses fall short. We dive into the critical trifecta of AI-driven phishing, model poisoning, and cloud governance. By rethinking security as a lifecycle responsibility, this issue provides a roadmap for securing the machine age through layered tactics, robust MLOps, and responsible deployment frameworks.

  • Architecture in the Age of AI: Change and Opportunity

    This eMag is designed to bring together insights from industry practitioners to explore how architecture can evolve in the era of AI. From rethinking platforms, automation practices and embracing decentralized decision-making to redefining the architect’s role as coach and enabler, the contributions here highlight strategies for navigating technical and organizational challenges.

  • The InfoQ Trends Reports 2025 eMag

    This special edition of The InfoQ eMag, contains a comprehensive collection of our popular InfoQ Trends Reports from 2025, a year with both evolution and revolution within the landscapes of technology, software development trends. This collection does not just reflect the past year's technological trends. We aspire to use it as a guide for future exploration and innovation.

  • AI-Assisted Development: Real World Patterns, Pitfalls, and Production Readiness

    AI is no longer a research experiment or a novelty: it is part of the software delivery pipeline. Teams are learning that integrating AI into production is less about model performance and more about architecture, process, and accountability. In this issue on AI-Assisted Development, we examine what happens after the proof of concept and how AI changes the way we build, and operate systems.

  • Act One: From Chatbots to AI Agents

    In the "Act One: From Chatbots to AI Agents" eMag we’ve curated a collection of articles that explore the exciting transition from the familiar realm of chatbots to the more dynamic and autonomous world of AI agents. The eMag offers both practical insights and forward-looking perspectives on the challenges and opportunities that lie ahead.

  • The InfoQ Trends Reports 2024 eMag

    This special edition of The InfoQ eMag, contains a comprehensive collection of our popular InfoQ Trends Reports from 2024, a year with both evolution and revolution within the landscapes of technology, software development trends. This collection does not just reflect the past year's technological trends. We aspire to use it as a guide for future exploration and innovation.

  • Practical Applications of Generative AI

    Generative AI (GenAI) has become a major component of the artificial intelligence (AI) and machine learning (ML) industry. In the InfoQ "Practical Applications of Generative AI" eMag, we present real-world solutions and hands-on practices from leading GenAI practitioners.

  • The InfoQ Trends Reports 2023 eMag

    The InfoQ trends reports provide a snapshot of emerging software technology and ideas. We create the reports and accompanying graphs to aid software engineers and architects in evaluating what trends may help them design and build better software. Our editorial teams also use them to help focus our content on innovator and early adopter trends.

  • Data Engineering Innovations eMag

    In the InfoQ “Data Engineering Innovations” eMag, you’ll find up-to-date case studies and real-world data engineering solutions from technology SME’s and leading data practitioners in the industry.

  • The InfoQ eMag - The InfoQ Trends Reports 2022

    The InfoQ trends reports provide a snapshot of emerging software technology and ideas. We create the reports and accompanying graphs to aid software engineers and architects in evaluating what trends may help them design and build better software. Our editorial teams also use them to help focus our content on innovator and early adopter trends.

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