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Andrea Mazzoleni 2026-09-23 17:14:15 +02:00
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<div class="card">
<h3>Use of Artificial Intelligence</h3>
<p>
This project <strong style="color: var(--text-primary);">is not "vibe-coded"</strong>.
Artificial intelligence is used strictly as a
Artificial intelligence is used as a
precision tool and a pair programmer, never as a substitute for engineering judgment. All architecture
decisions, core logic, and safety guarantees remain under direct human control and review.
</p>
<p>
AI was used selectively to accelerate front-end scaffolding, component layout, and alignment with modern UI
standards. All functional behavior, state management, API integration, and system logic were implemented and
<strong style="color: var(--text-primary);">manually validated</strong>.
<strong style="color: var(--text-primary);">human-validated</strong>.
</p>
<p>
Development follows a <strong style="color: var(--text-primary);">human-led</strong>, AI-assisted workflow. The developer defines the architecture and writes
the core implementations. AI contributes by exploring design alternatives, surfacing edge cases, suggesting
optimizations, and helping refine documentation. Any generated output is reviewed, revised where necessary,
and hardened before integration.
Development follows a <strong style="color: var(--text-primary);">human-led</strong>, AI-assisted workflow.
The developer defines the architecture and
directs the implementation.
AI contributes by exploring design alternatives, surfacing edge cases, performing deep code reviews, suggesting
optimizations, and helping refine documentation.
Any generated output and review findings are independently assessed, revised where necessary, and hardened before integration.
</p>
<p>
This approach improves development efficiency while preserving strict <strong style="color: var(--text-primary);">engineering oversight</strong> and reliability.
This approach improves development efficiency while further enhancing software quality, robustness, and reliability.
</p>
</div>
</div>
</div>
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