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design.html
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design.html
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<div class="card">
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<h3>Use of Artificial Intelligence</h3>
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<p>
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This project <strong style="color: var(--text-primary);">is not "vibe-coded"</strong>.
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Artificial intelligence is used strictly as a
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Artificial intelligence is used as a
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precision tool and a pair programmer, never as a substitute for engineering judgment. All architecture
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decisions, core logic, and safety guarantees remain under direct human control and review.
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</p>
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<p>
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AI was used selectively to accelerate front-end scaffolding, component layout, and alignment with modern UI
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standards. All functional behavior, state management, API integration, and system logic were implemented and
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<strong style="color: var(--text-primary);">manually validated</strong>.
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<strong style="color: var(--text-primary);">human-validated</strong>.
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</p>
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<p>
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Development follows a <strong style="color: var(--text-primary);">human-led</strong>, AI-assisted workflow. The developer defines the architecture and writes
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the core implementations. AI contributes by exploring design alternatives, surfacing edge cases, suggesting
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optimizations, and helping refine documentation. Any generated output is reviewed, revised where necessary,
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and hardened before integration.
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Development follows a <strong style="color: var(--text-primary);">human-led</strong>, AI-assisted workflow.
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The developer defines the architecture and
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directs the implementation.
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AI contributes by exploring design alternatives, surfacing edge cases, performing deep code reviews, suggesting
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optimizations, and helping refine documentation.
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Any generated output and review findings are independently assessed, revised where necessary, and hardened before integration.
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</p>
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<p>
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This approach improves development efficiency while preserving strict <strong style="color: var(--text-primary);">engineering oversight</strong> and reliability.
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This approach improves development efficiency while further enhancing software quality, robustness, and reliability.
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</p>
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</div>
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</div>
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</div>
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<!-- Footer -->
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