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Explore the challenges and solutions for implementing AI coding agents in enterprise software development through this AWS re:Invent 2025 conference talk. Discover how organizations can overcome common obstacles including tool fragmentation, inconsistent code quality, escalating costs, and limited visibility that often lead to chaos rather than improved productivity. Learn strategies for building trust in AI adoption by balancing developer freedom of choice with transparent organizational governance. Examine real-world scenarios where AI coding agents have both succeeded and failed, and understand the key factors that determine successful implementation. Gain insights into establishing frameworks that allow developers to experiment with AI tools while maintaining quality standards and cost control. Understand how to create visibility into AI-driven development processes for management oversight without stifling innovation. This presentation, delivered by AWS Partner JetBrains, addresses the critical question of whether organizations can achieve responsible AI scaling in software development while maintaining both developer autonomy and executive confidence in AI adoption initiatives.
