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Grading a PHP assignment evaluates your understanding of server-side data flows. Can the application process a client request, validate user input safely, and return a response without crashing? Text-generation algorithms lack execution environments, often generating deprecated syntax, unparameterized database queries, or non-existent framework methods that fail immediately under automated evaluation.