Episode 04: Prompt Engineering in Laravel Applications

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Prompt engineering in a Laravel application is not about finding magic words. It is the engineering work of turning product intent, trusted context, constraints, examples, and output rules into a prompt contract that Laravel can test, observe, and safely change over time. A prompt is part of the application boundary. It tells the model what to do, but Laravel still decides which data enters the prompt, which output is valid, which action is allowed, and what fallback should happen when the mod

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