ia exposed APIs, delivering personalized listings across key surfaces such as &quot;For You&quot; and Category Landing Pages (CLP).</li>
</ul>
<p>This approach held up well—until Meesho started seeing a significant surge in traffic.</p>
<h2 class="anchor anchorWithStickyNavbar_LWe7" id="the-turning-point-from-batch-to-real-time">The Turning Point: From Batch to Real-Time<a href="#the-turning-point-from-batch-to-real-time" class="hash-link" aria-label="Direct link to The Turning Point: From Batch to Real-T