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Andrea Mazzoleni 2026-03-13 23:28:08 +01:00
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<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
validated to ensure <strong style="color: var(--text-primary);">reliability and consistency</strong>.
validated to ensure <strong style="color: var(--text-primary);">reliability</strong>.
</p>
<p>
Development follows a <strong style="color: var(--text-primary);">human-led, AI-assisted workflow</strong>. The developer defines the architecture and writes
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.
</p>
<p>
This approach improves development efficiency while preserving <strong style="color: var(--text-primary);">strict engineering oversight</strong> and reliability.
This approach improves development efficiency while preserving strict <strong style="color: var(--text-primary);">engineering oversight</strong> and reliability.
</p>
</div>
</div>