DORA, AI, Kotlin, AI-first devops, AI, systems, ai coding, micro-inefficiencies, innersource, development, software, services, devops, drift, AI, developers, generative ai, software, AI-native, development, DevOps,The 2025 DORA Report — The State of AI-assisted Software Development by DORA / Google Cloud — introduces the DORA AI Capabilities Model, arguing that AI functions best as an amplifier of existing organizational strengths and weaknesses rather than as a silver-bullet tool.

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