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diff --git a/posts/aws-rds-data-api/index.html b/posts/aws-rds-data-api/index.html
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 <span class=separator>•</span>
 <span class=tag><a href=/tags/slack/>slack</a></span></div></div></header><div class=post-content><h2 id=introduction>Introduction
 <a class=heading-link href=#introduction><i class="fa fa-link" aria-hidden=true title="Link to heading"></i>
-<span class=sr-only>Link to heading</span></a></h2><p>Amazon Web Services (AWS) continually innovates to enhance user experience and efficiency. A prime example of this is the recent update to the RDS Data API, particularly for Amazon Aurora PostgreSQL-Compatible Edition. This update is a game-changer, as it offers users the ability to access Aurora clusters via a secure HTTP endpoint. The key here is the removal of rate limits and the elimination of the need for database drivers and managing connections.</p><p><img src=/images/posts/aws_rds_data_api/image1.png alt="Alt text"></p><h2 id=main-features-of-the-redesigned-data-api>Main Features of the Redesigned Data API
+<span class=sr-only>Link to heading</span></a></h2><p>Amazon Web Services (AWS) continually innovates to enhance user experience and efficiency. A prime example of this is the recent update to the RDS Data API, particularly for Amazon Aurora PostgreSQL-Compatible Edition. This update is a game-changer, as it offers users the ability to access Aurora clusters via a secure HTTP endpoint. The key here is the removal of rate limits and the elimination of the need for database drivers and managing connections.</p><p><img src=/images/posts/aws_rds_data_api/image1.webp alt="Alt text"></p><h2 id=main-features-of-the-redesigned-data-api>Main Features of the Redesigned Data API
 <a class=heading-link href=#main-features-of-the-redesigned-data-api><i class="fa fa-link" aria-hidden=true title="Link to heading"></i>
 <span class=sr-only>Link to heading</span></a></h2><p>The redesigned Data API is not just an incremental update; it&rsquo;s a significant overhaul aimed at scalability and ease of use. Here&rsquo;s what you need to know:</p><ul><li><strong>No More Rate Limits</strong>: Initially available for single instance Aurora Serverless v1 clusters with a 1,000 RPS rate limit, the API now imposes no rate limits for ASv2 and Aurora provisioned clusters.</li><li><strong>Enhanced Scalability and Efficiency</strong>: The API has been redesigned for increased scalability, supporting a wider range of database clusters.</li><li><strong>Connection Pooling</strong>: One of the most significant benefits is the automatic pooling and sharing of database connections, greatly simplifying application scalability.</li><li><strong>Backward Compatibility</strong>: For those already using Data API for ASv1, the transition will be smooth thanks to backward-compatible commands.</li></ul><h2 id=aws-cloudtrail-integration-a-leap-in-security-and-accountability>AWS CloudTrail Integration: A Leap in Security and Accountability
 <a class=heading-link href=#aws-cloudtrail-integration-a-leap-in-security-and-accountability><i class="fa fa-link" aria-hidden=true title="Link to heading"></i>

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