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TECHNOLOGY • 03 Oct 2026 • 3 min read

Performance Degradation and Bloat: Why Unsupervised AI Code Destroys PageSpeed Scores

Generative models default to importing massive external packages for simple visual tasks, dragging Core Web Vitals into unacceptable zones.

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Bravely Editorial Bravely Journal Editorial
Performance Degradation and Bloat: Why Unsupervised AI Code Destroys PageSpeed Scores
Ilustrasi Editorial: Analisis Rekayasa Web, Akselerasi AI & Pencegahan Vibe Coding

The Enduring Primacy of Architectural Rigor

In contemporary digital product engineering, delivery velocity must never compromise structural integrity. When sophisticated AI synthesis is guided by seasoned systems architects, bespoke web products can be safely delivered in 72 hours with sub-second performance.

Conversely, relying on unguided 'vibe coding' without the baseline competency to inspect and harden the generated output inevitably culminates in security breaches, runaway cloud expenditures, and operational paralysis.

The Three Laws of Sustainable Modern Engineering

Deterministic Verification: Zero synthesized lines reach production without explicit human validation.

Radical Architectural Minimalism: Eliminating superfluous external frameworks to protect sub-100ms render speeds.

Commercial Precision: Software engineered to drive bottom-line enterprise value rather than superficial novelty.

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