diff --git a/changelog/platform.mdx b/changelog/platform.mdx
index de7e2ab2..414e0510 100644
--- a/changelog/platform.mdx
+++ b/changelog/platform.mdx
@@ -90,6 +90,22 @@ The default data retention period has been updated from 10 days to 365 days, pro
 This change gives users more time to work with their data before it expires, while maintaining the flexibility to configure custom retention periods as needed.
 </Update>
 
+<Update label="04-11-2025" tags={["title: "Enhanced Filter Management in Spaces UI""]}>
+---
+
+**Improved Atomic Filter Management**
+
+We've enhanced the filtering experience in the Spaces UI by preventing the creation of multiple "atomic" filters for the same field. Now, when a user attempts to create a filter for a field that already has an existing filter, they will be directed to that existing filter query instead of creating a new one.
+
+This improvement:
+- Prevents duplicate filters that could lead to confusion
+- Creates a cleaner filtering interface
+- Streamlines the filter management experience
+- Makes it easier to track and modify existing filters
+
+The change applies specifically to simple field-based filters, ensuring a more intuitive and organized filtering experience.
+</Update>
+
 <Update label="04-08-2025" tags={["spaces-ui"]}>
 **Improved Data Clips Collaborator Experience**
 
diff --git a/changelog/src/platform/20250411-1734714520319.mdx b/changelog/src/platform/20250411-1734714520319.mdx
new file mode 100644
index 00000000..72a4df1a
--- /dev/null
+++ b/changelog/src/platform/20250411-1734714520319.mdx
@@ -0,0 +1,15 @@
+---
+title: "Enhanced Filter Management in Spaces UI"
+---
+
+**Improved Atomic Filter Management**
+
+We've enhanced the filtering experience in the Spaces UI by preventing the creation of multiple "atomic" filters for the same field. Now, when a user attempts to create a filter for a field that already has an existing filter, they will be directed to that existing filter query instead of creating a new one.
+
+This improvement:
+- Prevents duplicate filters that could lead to confusion
+- Creates a cleaner filtering interface
+- Streamlines the filter management experience
+- Makes it easier to track and modify existing filters
+
+The change applies specifically to simple field-based filters, ensuring a more intuitive and organized filtering experience.
\ No newline at end of file
diff --git a/learning-center/overview.mdx b/learning-center/overview.mdx
index 9f774925..1d0e8369 100644
--- a/learning-center/overview.mdx
+++ b/learning-center/overview.mdx
@@ -94,6 +94,8 @@ OR statements to filter a dataset down to far more specific criteria.
 
 ![image](../images/data-experience/8_FFQL.png)
 
+When creating "atomic" filters (simple field-based filters), the system prevents you from creating multiple filters for the same field. If you try to create a filter for a field that already has a filter, you'll be directed to the existing filter instead. This ensures a cleaner filtering experience and prevents duplicate filters that could lead to confusion.
+
 ### Bulk Resolution of Errors
 
 Flatfile offers two out of the box features for bulk resolution of common errors
diff --git a/public/changelog/platform/feed.xml b/public/changelog/platform/feed.xml
index c7eb0a26..f551216f 100644
--- a/public/changelog/platform/feed.xml
+++ b/public/changelog/platform/feed.xml
@@ -9,7 +9,7 @@
             <link>https://flatfile.com</link>
         </image>
         <generator>Flatfile RSS Generator</generator>
-        <lastBuildDate>Fri, 02 May 2025 20:33:18 GMT</lastBuildDate>
+        <lastBuildDate>Fri, 02 May 2025 20:36:35 GMT</lastBuildDate>
         <atom:link href="https://flatfile.com/changelog/platform/feed.xml" rel="self" type="application/rss+xml"/>
         <language><![CDATA[en]]></language>
         <ttl>60</ttl>
@@ -85,6 +85,25 @@ fetch('https://api.flatfile.com/v1/instructions?environmentId=us_env_123&amp;sco
             <category><![CDATA[dataxp]]></category>
             <pubDate>Fri, 11 Apr 2025 00:00:00 GMT</pubDate>
         </item>
+        <item>
+            <title><![CDATA[Improved Atomic Filter Management]]></title>
+            <description><![CDATA[<hr>
+<p><strong>Improved Atomic Filter Management</strong></p>
+<p>We've enhanced the filtering experience in the Spaces UI by preventing the creation of multiple &quot;atomic&quot; filters for the same field. Now, when a user attempts to create a filter for a field that already has an existing filter, they will be directed to that existing filter query instead of creating a new one.</p>
+<p>This improvement:</p>
+<ul>
+<li>Prevents duplicate filters that could lead to confusion</li>
+<li>Creates a cleaner filtering interface</li>
+<li>Streamlines the filter management experience</li>
+<li>Makes it easier to track and modify existing filters</li>
+</ul>
+<p>The change applies specifically to simple field-based filters, ensuring a more intuitive and organized filtering experience.</p>
+]]></description>
+            <link>https://flatfile.com/changelog/platform#04112025</link>
+            <guid isPermaLink="false">platform-04-11-2025-title: Enhanced Filter Management in Spaces UI</guid>
+            <category><![CDATA[title: Enhanced Filter Management in Spaces UI]]></category>
+            <pubDate>Fri, 11 Apr 2025 00:00:00 GMT</pubDate>
+        </item>
         <item>
             <title><![CDATA[Improved Data Clips Collaborator Experience]]></title>
             <description><![CDATA[<p><strong>Improved Data Clips Collaborator Experience</strong></p>