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<title>Graph Theory: Flat Buffer Lew's Portfolio</title>
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<span class="project-tag">Data Structures · Memory Management</span>
<h1>Graph Theory: Flat Buffer</h1>
<p class="hero-sub">A memory-consistent graph implementation with zero object duplication.</p>
<a class="btn-primary" href="https://git.lewispricedev.com/Rapturate/" target="_blank">View Repository ↗</a>
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<h2>Overview</h2>
<p>
This project explores graph theory through the lens of memory efficiency.
The flat buffer architecture ensures a consistent, predictable memory
footprint — no object duplication, only controlled growth, reduction,
or deletion of nodes and edges.
</p>
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<section class="detail-section">
<h2>Design Goals</h2>
<ul class="feature-list">
<li>Flat contiguous buffer — no pointer-chasing heap fragmentation</li>
<li>Strict no-duplication contract for all graph objects</li>
<li>Deterministic add / grow / shrink / delete lifecycle</li>
<li>Suitable for use in performance-sensitive or embedded contexts</li>
</ul>
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<h2>Tech Stack</h2>
<div class="tech-pills">
<span>C / C++</span>
<span>Graph Theory</span>
<span>Memory Layouts</span>
<span>Data Structures</span>
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<h2>Challenges &amp; Learnings</h2>
<p>
Designing a flat buffer that still supports dynamic graph mutations required
rethinking typical pointer-based graph representations. The key insight was
using index-based references within the buffer rather than raw pointers,
enabling safe resizing without invalidating existing relationships.
</p>
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