Unverified50% confidenceOpinionExact time
In AI-assisted development, schema-first development is especially important: developers can first have AI generate implementations based on the schema, turning seams from a by-product of the generated output into an input constraint of the generation process.
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50%
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Long-term
Relevance
10/17/2026
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VerifiedAs AI becomes capable of actively participating in execution, developers' core work will shift from writing code to defining intent, reviewing results, and controlling direction, a paradigm referred to as Intent-Driven Development.76% similarVerifiedAI-native development places AI at the core driving position of the development process, where humans only need to provide high-level intent while system design, code writing, and test execution are all completed autonomously by AI—fundamentally different from AI-assisted development (such as GitHub Copilot, which is human-led).72% similarUnverifiedHaving AI design the data structure first and then generate the rendering logic is a development strategy that fully leverages its strengths.72% similar
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