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AI development

752 items

ARTICLEDEV.to AI·16d ago

The Gap Between Prototype and Production: How We Fixed It with Nometria

The article discusses the challenge of scaling AI-built applications, which are optimized for rapid iteration but fail in production due to a lack of control over the underlying infrastructure. It highlights the transition from fast prototypes to robust production solutions, where the invisibility of database tiers and optimization becomes a critical bottleneck.

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ARTICLEDEV.to AI·10d ago

How to use Cursor AI with Entity Framework Core (without blowing up your database)

This article discusses how Cursor AI, while excellent at generating .NET code, consistently and dangerously fails with Entity Framework Core, creating inefficient code that can lead to production incidents. It explains the problem and aims to provide solutions to prevent AI-generated code from causing database performance issues.

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ARTICLEDEV.to AI·4/24/2026

Structured Output: When You Need JSON, Not Prose

This article emphasizes the critical need for structured AI output, like JSON, when systems rather than humans consume the response. It illustrates this with an AI agent that generates daily briefings: even a minor error in the JSON output renders the entire dashboard unusable, demonstrating that "close enough" prose is insufficient for programmatic parsing.

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