diff --git a/release-notes/opensearch-release-notes-2.13.0.md b/release-notes/opensearch-release-notes-2.13.0.md
index 971a00f6a0..7a568b211f 100644
--- a/release-notes/opensearch-release-notes-2.13.0.md
+++ b/release-notes/opensearch-release-notes-2.13.0.md
@@ -40,7 +40,7 @@ OpenSearch Dashboards <a href="https://github.com/opensearch-project/OpenSearch-
 
 <h2>FEATURES</h2>
 
-<h3>Opensearch Flow Framework</h3>
+<h3>OpenSearch Flow Framework</h3>
 
 <ul>
 <li>Added create ingest pipeline step (<a href="https://github.com/opensearch-project/flow-framework/pull/558">#558</a>)</li>
@@ -49,7 +49,7 @@ OpenSearch Dashboards <a href="https://github.com/opensearch-project/OpenSearch-
 <li>Added default use cases (<a href="https://github.com/opensearch-project/flow-framework/pull/583">#583</a>)</li>
 </ul>
 
-<h3>Opensearch ML Common</h3>
+<h3>OpenSearch ML Commons</h3>
 
 <ul>
 <li>Hidden agent (<a href="https://github.com/opensearch-project/ml-commons/pull/2204">#2204</a>)</li>
@@ -58,7 +58,7 @@ OpenSearch Dashboards <a href="https://github.com/opensearch-project/OpenSearch-
 <li>Guardrails for remote model input and output (<a href="https://github.com/opensearch-project/ml-commons/pull/2209">#2209</a>)</li>
 </ul>
 
-<h3>Opensearch Neural Search</h3>
+<h3>OpenSearch Neural Search</h3>
 
 <ul>
 <li>Implement document chunking processor with fixed token length and delimiter algorithm (<a href="https://github.com/opensearch-project/neural-search/pull/607/">#607</a>)</li>
@@ -67,13 +67,13 @@ OpenSearch Dashboards <a href="https://github.com/opensearch-project/OpenSearch-
 <li>Enabled support for applying default modelId in neural sparse query (<a href="https://github.com/opensearch-project/neural-search/pull/614">#614</a></li>
 </ul>
 
-<h3>Opensearch Reporting</h3>
+<h3>OpenSearch Reporting</h3>
 
 <ul>
 <li>xlsx support (<a href="https://github.com/opensearch-project/reporting/pull/940">#940</a>)</li>
 </ul>
 
-<h3>Opensearch Security Analytics</h3>
+<h3>OpenSearch Security Analytics</h3>
 
 <ul>
 <li>Findings api enhancements (#<a href="https://github.com/opensearch-project/security-analytics/pull/914">914</a>) (#<a href="https://github.com/opensearch-project/security-analytics/issues/795">795</a>)</li>
@@ -82,7 +82,7 @@ OpenSearch Dashboards <a href="https://github.com/opensearch-project/OpenSearch-
 <li>Add latest sigma rules (#<a href="https://github.com/opensearch-project/security-analytics/pull/942">942</a>)</li>
 </ul>
 
-<h3>Opensearch Skills</h3>
+<h3>OpenSearch Skills</h3>
 
 <ul>
 <li>Fix SearchAnomalyDetectorsTool indices param bug</li>
@@ -121,25 +121,25 @@ OpenSearch Dashboards <a href="https://github.com/opensearch-project/OpenSearch-
 <li>Data sources associated objects tab (<a href="https://github.com/opensearch-project/dashboards-observability/pull/1470">#1470</a>)</li>
 </ul>
 
-<h3>Opensearch Dashboards Reporting</h3>
+<h3>OpenSearch Dashboards Reporting</h3>
 
 <ul>
 <li>Add xlsx support(<a href="https://github.com/opensearch-project/dashboards-reporting/pull/275">#275</a>)</li>
 </ul>
 
-<h3>Opensearch Dashboards Search Relevance</h3>
+<h3>OpenSearch Dashboards Search Relevance</h3>
 
 <ul>
 <li>Feature: Add Option to Expand Document Source (<a href="https://github.com/opensearch-project/dashboards-search-relevance/pull/350">#350</a>) (<a href="https://github.com/opensearch-project/dashboards-search-relevance/pull/378">#378</a>)</li>
 </ul>
 
-<h3>Opensearch Query Workbench</h3>
+<h3>OpenSearch Query Workbench</h3>
 
 <ul>
 <li>Updates create accelerations flyout usage and side tree (<a href="https://github.com/opensearch-project/dashboards-query-workbench/pull/285">#285</a>)</li>
 </ul>
 
-<h3>Opensearch Security Analytics Dashboards</h3>
+<h3>OpenSearch Security Analytics Dashboards</h3>
 
 <ul>
 <li>Added spinner to better indicate that rules are loading (<a href="https://github.com/opensearch-project/security-analytics-dashboards-plugin/pull/905">#905</a>)</li>
@@ -149,7 +149,7 @@ OpenSearch Dashboards <a href="https://github.com/opensearch-project/OpenSearch-
 
 <h2>ENHANCEMENTS</h2>
 
-<h3>Opensearch Alerting</h3>
+<h3>OpenSearch Alerting</h3>
 
 <ul>
 <li>Enhance per bucket, and per document monitor notification message ctx. (#<a href="https://github.com/opensearch-project/alerting/pull/1450">1450</a>) (#<a href="https://github.com/opensearch-project/alerting/pull/1477">1477</a>)</li>
@@ -158,13 +158,13 @@ OpenSearch Dashboards <a href="https://github.com/opensearch-project/OpenSearch-
 <li>Add distributed locking to jobs in alerting (#<a href="https://github.com/opensearch-project/alerting/pull/1403">1403</a>) (#<a href="https://github.com/opensearch-project/alerting/pull/1458">1458</a>)</li>
 </ul>
 
-<h3>Opensearch Custom Codecs</h3>
+<h3>OpenSearch Custom Codecs</h3>
 
 <ul>
 <li>Remove unneccessary ArrayUtil.grow in Zstd compression modes. (<a href="https://github.com/opensearch-project/custom-codecs/pull/121">#121</a>)</li>
 </ul>
 
-<h3>Opensearch Common Utils</h3>
+<h3>OpenSearch Common Utils</h3>
 
 <ul>
 <li>Add queryFieldNames field in Doc Level Queries (#<a href="https://github.com/opensearch-project/common-utils/pull/582">582</a>) (#<a href="https://github.com/opensearch-project/common-utils/pull/597">597</a>)</li>
@@ -175,7 +175,7 @@ OpenSearch Dashboards <a href="https://github.com/opensearch-project/OpenSearch-
 <li>Feature findings enhancemnt (#<a href="https://github.com/opensearch-project/common-utils/pull/596">596</a>) (#<a href="https://github.com/opensearch-project/common-utils/pull/606">606</a>)</li>
 </ul>
 
-<h3>Opensearch Flow Framework</h3>
+<h3>OpenSearch Flow Framework</h3>
 
 <ul>
 <li>Substitute REST path or body parameters in Workflow Steps (<a href="https://github.com/opensearch-project/flow-framework/pull/525">#525</a>)</li>
@@ -185,7 +185,7 @@ OpenSearch Dashboards <a href="https://github.com/opensearch-project/OpenSearch-
 <li>Adding new exception type for workflow step failures (<a href="https://github.com/opensearch-project/flow-framework/pull/577">#577</a>)</li>
 </ul>
 
-<h3>Opensearch ML Common</h3>
+<h3>OpenSearch ML Commons</h3>
 
 <ul>
 <li>Adding connector http timeout in the connector level (<a href="https://github.com/opensearch-project/ml-commons/pull/1835">#1835</a>)</li>
@@ -201,7 +201,7 @@ OpenSearch Dashboards <a href="https://github.com/opensearch-project/OpenSearch-
 <li>Add support for Cohere and other chat model input/outputs in the RAG pipeline (<a href="https://github.com/opensearch-project/ml-commons/pull/2238">#2238</a>)</li>
 </ul>
 
-<h3>Opensearch Neural Search</h3>
+<h3>OpenSearch Neural Search</h3>
 
 <ul>
 <li>Adding aggregations in hybrid query (<a href="https://github.com/opensearch-project/neural-search/pull/630">#630</a>)</li>
@@ -210,7 +210,7 @@ OpenSearch Dashboards <a href="https://github.com/opensearch-project/OpenSearch-
 <li>Support for post filter in hybrid query (<a href="https://github.com/opensearch-project/neural-search/pull/633">#633</a>)</li>
 </ul>
 
-<h3>Opensearch Security</h3>
+<h3>OpenSearch Security</h3>
 
 <ul>
 <li>Admin role for Query insights plugin (<a href="https://github.com/opensearch-project/security/pull/4022">#4022</a>)</li>
@@ -226,7 +226,7 @@ OpenSearch Dashboards <a href="https://github.com/opensearch-project/OpenSearch-
 <li>Refactor and update existing ml roles (<a href="https://github.com/opensearch-project/security/pull/4157">#4157</a>)</li>
 </ul>
 
-<h3>Opensearch k-NN</h3>
+<h3>OpenSearch k-NN</h3>
 
 <ul>
 <li>Optize Faiss Query With Filters: Reduce iteration and memory for id filter <a href="https://github.com/opensearch-project/k-NN/pull/1402">#1402</a></li>
@@ -247,7 +247,7 @@ OpenSearch Dashboards <a href="https://github.com/opensearch-project/OpenSearch-
 <li>Stop Streaming Jobs When datasource is disabled/deleted. by @vamsi-amazon in https://github.com/opensearch-project/sql/pull/2559</li>
 </ul>
 
-<h3>Opensearch Security Dashboards Plugin</h3>
+<h3>OpenSearch Security Dashboards Plugin</h3>
 
 <ul>
 <li>Clear the contents of opensearch_dashboards prior to putting settings (<a href="https://github.com/opensearch-project/security-dashboards-plugin/pull/1781">#1781</a>)</li>
@@ -261,7 +261,7 @@ OpenSearch Dashboards <a href="https://github.com/opensearch-project/OpenSearch-
 
 <h2>BUG FIXES</h2>
 
-<h3>Opensearch Alerting</h3>
+<h3>OpenSearch Alerting</h3>
 
 <ul>
 <li>Add an <em>exists</em> check to document level monitor queries (#<a href="https://github.com/opensearch-project/alerting/pull/1425">1425</a>) (#<a href="https://github.com/opensearch-project/alerting/pull/1456">1456</a>)</li>
@@ -273,25 +273,25 @@ OpenSearch Dashboards <a href="https://github.com/opensearch-project/OpenSearch-
 <li>Adding tracking_total_hits in search query for findings (#<a href="https://github.com/opensearch-project/alerting/pull/1487">1487</a>)</li>
 </ul>
 
-<h3>Opensearch Flow Framework</h3>
+<h3>OpenSearch Flow Framework</h3>
 
 <ul>
 <li>Fixing create index and use case input parsing bugs (<a href="https://github.com/opensearch-project/flow-framework/pull/600">#600</a>)</li>
 </ul>
 
-<h3>Opensearch Geospatial</h3>
+<h3>OpenSearch Geospatial</h3>
 
 <ul>
 <li>Adjusted dependency versions to address CVEs (<a href="https://github.com/opensearch-project/geospatial/pull/635">#635</a>)</li>
 </ul>
 
-<h3>Opensearch Index Management</h3>
+<h3>OpenSearch Index Management</h3>
 
 <ul>
 <li>Fix Typo in Alias Message (<a href="https://github.com/opensearch-project/index-management/pull/1137">#1137</a>)</li>
 </ul>
 
-<h3>Opensearch ML Common</h3>
+<h3>OpenSearch ML Commons</h3>
 
 <ul>
 <li>Fix error code when executing agent (<a href="https://github.com/opensearch-project/ml-commons/pull/2120">#2120</a>)</li>
@@ -306,7 +306,7 @@ OpenSearch Dashboards <a href="https://github.com/opensearch-project/OpenSearch-
 <li>Update remote model auto deploy tests in predict runner (<a href="https://github.com/opensearch-project/ml-commons/pull/2237">#2237</a>)</li>
 </ul>
 
-<h3>Opensearch Neural Search</h3>
+<h3>OpenSearch Neural Search</h3>
 
 <ul>
 <li>Fix typo for sparse encoding processor factory(<a href="https://github.com/opensearch-project/neural-search/pull/600">#600</a>)</li>
@@ -316,13 +316,13 @@ OpenSearch Dashboards <a href="https://github.com/opensearch-project/OpenSearch-
 <li>Fix runtime exceptions in hybrid query for case when sub-query scorer return TwoPhase iterator that is incompatible with DISI iterator (<a href="https://github.com/opensearch-project/neural-search/pull/624">#624</a>)</li>
 </ul>
 
-<h3>Opensearch Notifications</h3>
+<h3>OpenSearch Notifications</h3>
 
 <ul>
 <li>Adding hostname support for notifications deny list (#<a href="https://github.com/opensearch-project/notifications/pull/858">858</a>) (#<a href="https://github.com/opensearch-project/notifications/pull/860">860</a>)</li>
 </ul>
 
-<h3>Opensearch Security Analytics</h3>
+<h3>OpenSearch Security Analytics</h3>
 
 <ul>
 <li>Fix get mappings view API incorrectly returning ecs path (#<a href="https://github.com/opensearch-project/security-analytics/pull/867">867</a>) (#<a href="https://github.com/opensearch-project/security-analytics/pull/905">905</a>) (#<a href="https://github.com/opensearch-project/security-analytics/issues/866">866</a>)</li>
@@ -336,7 +336,7 @@ OpenSearch Dashboards <a href="https://github.com/opensearch-project/OpenSearch-
 <li>Add search request timeouts for correlations workflows (#<a href="https://github.com/opensearch-project/security-analytics/pull/893">893</a>) (#<a href="https://github.com/opensearch-project/security-analytics/pull/893">901</a>) (#<a href="https://github.com/opensearch-project/security-analytics/issues/879">879</a>])</li>
 </ul>
 
-<h3>Opensearch k-NN</h3>
+<h3>OpenSearch k-NN</h3>
 
 <ul>
 <li>Disable sdc table for HNSWPQ read-only indices <a href="https://github.com/opensearch-project/k-NN/pull/1518">#1518</a></li>
@@ -375,14 +375,14 @@ OpenSearch Dashboards <a href="https://github.com/opensearch-project/OpenSearch-
 <li>Encode id if it is used in request path. (<a href="https://github.com/opensearch-project/dashboards-assistant/pull/174">#174</a>)</li>
 </ul>
 
-<h3>Opensearch Alerting Dashboards Plugin</h3>
+<h3>OpenSearch Alerting Dashboards Plugin</h3>
 
 <ul>
 <li>Fix fetching of channels for composite monitors (<a href="https://github.com/opensearch-project/alerting-dashboards-plugin/pull/820">#820</a>)</li>
 <li>Fix error to disblay monitors with disable/enable state (<a href="https://github.com/opensearch-project/alerting-dashboards-plugin/pull/869">#869</a>)</li>
 </ul>
 
-<h3>Opensearch Dashboards Reporting</h3>
+<h3>OpenSearch Dashboards Reporting</h3>
 
 <ul>
 <li>Reporting is missing from the navigation menu (<a href="https://github.com/opensearch-project/dashboards-reporting/pull/295">#295</a>)</li>
@@ -391,7 +391,7 @@ OpenSearch Dashboards <a href="https://github.com/opensearch-project/OpenSearch-
 <li>Fix menu cut off (<a href="https://github.com/opensearch-project/dashboards-reporting/pull/315">#315</a>)</li>
 </ul>
 
-<h3>Opensearch Query Workbench</h3>
+<h3>OpenSearch Query Workbench</h3>
 
 <ul>
 <li>Refactor async calls and minor bug fixes (<a href="https://github.com/opensearch-project/dashboards-query-workbench/pull/274">#274</a>)</li>
@@ -399,7 +399,7 @@ OpenSearch Dashboards <a href="https://github.com/opensearch-project/OpenSearch-
 <li>Catch no database found errors from cache manager (<a href="https://github.com/opensearch-project/dashboards-query-workbench/pull/296">#296</a>)</li>
 </ul>
 
-<h3>Opensearch Security Analytics Dashboards</h3>
+<h3>OpenSearch Security Analytics Dashboards</h3>
 
 <ul>
 <li>Added more mime types for yaml file (<a href="https://github.com/opensearch-project/security-analytics-dashboards-plugin/pull/909">#909</a>)</li>
@@ -417,19 +417,19 @@ OpenSearch Dashboards <a href="https://github.com/opensearch-project/OpenSearch-
 
 <h2>INFRASTRUCTURE</h2>
 
-<h3>Opensearch Anomaly Detection</h3>
+<h3>OpenSearch Anomaly Detection</h3>
 
 <ul>
 <li>Fixed lucene url (<a href="https://github.com/opensearch-project/anomaly-detection/pull/1158">#1158</a>)</li>
 </ul>
 
-<h3>Opensearch ML Common</h3>
+<h3>OpenSearch ML Commons</h3>
 
 <ul>
 <li>Add integration tests for the RAG pipeline covering OpenAI and Bedrock (<a href="https://github.com/opensearch-project/ml-commons/pull/2213">#2213</a>)</li>
 </ul>
 
-<h3>Opensearch k-NN</h3>
+<h3>OpenSearch k-NN</h3>
 
 <ul>
 <li>Manually install zlib for win CI <a href="https://github.com/opensearch-project/k-NN/pull/1513">#1513</a></li>
@@ -456,20 +456,20 @@ OpenSearch Dashboards <a href="https://github.com/opensearch-project/OpenSearch-
 <li>Add single version flag during bootstrap to fix version conflicts (<a href="https://github.com/opensearch-project/dashboards-observability/pull/1460">#1460</a>)</li>
 </ul>
 
-<h3>Opensearch Dashboards Reporting</h3>
+<h3>OpenSearch Dashboards Reporting</h3>
 
 <ul>
 <li>Add single version flag during bootstrap to fix version conflicts(<a href="https://github.com/opensearch-project/dashboards-reporting/pull/303">#303</a>)</li>
 <li>Add workflow to verify binary installation is successful  (<a href="https://github.com/opensearch-project/dashboards-reporting/pull/313">#313</a>)</li>
 </ul>
 
-<h3>Opensearch Dashboards Search Relevance</h3>
+<h3>OpenSearch Dashboards Search Relevance</h3>
 
 <ul>
 <li>Add workflow to verify binary installation (<a href="https://github.com/opensearch-project/dashboards-search-relevance/pull/373">#373</a>) (<a href="https://github.com/opensearch-project/dashboards-search-relevance/pull/375">#375</a>)</li>
 </ul>
 
-<h3>Opensearch Dashboards Visualizations</h3>
+<h3>OpenSearch Dashboards Visualizations</h3>
 
 <ul>
 <li>Add workflow to verify binary installation (<a href="https://github.com/opensearch-project/dashboards-visualizations/pull/347">#347</a>)</li>
@@ -478,13 +478,13 @@ OpenSearch Dashboards <a href="https://github.com/opensearch-project/OpenSearch-
 <li>[CI/CD] Add single version flag during bootstrap to fix version conflicts (<a href="https://github.com/opensearch-project/dashboards-visualizations/pull/341">#341</a>)</li>
 </ul>
 
-<h3>Opensearch ML Commons Dashboards</h3>
+<h3>OpenSearch ML Commonss Dashboards</h3>
 
 <ul>
 <li>Add new workflow to verify binary install. (<a href="https://github.com/opensearch-project/ml-commons-dashboards/pull/306">#306</a>)</li>
 </ul>
 
-<h3>Opensearch Query Workbench</h3>
+<h3>OpenSearch Query Workbench</h3>
 
 <ul>
 <li>Add single version flag during bootstrap to fix version conflicts (<a href="https://github.com/opensearch-project/dashboards-query-workbench/pull/269">#269</a>)</li>
@@ -493,7 +493,7 @@ OpenSearch Dashboards <a href="https://github.com/opensearch-project/OpenSearch-
 <li>Add OSD react as required plugin (<a href="https://github.com/opensearch-project/dashboards-query-workbench/pull/278">#278</a>)</li>
 </ul>
 
-<h3>Opensearch Security Analytics Dashboards</h3>
+<h3>OpenSearch Security Analytics Dashboards</h3>
 
 <ul>
 <li>Updated cypress version to match core OSD (<a href="https://github.com/opensearch-project/security-analytics-dashboards-plugin/pull/907">#907</a>)</li>
@@ -501,25 +501,25 @@ OpenSearch Dashboards <a href="https://github.com/opensearch-project/OpenSearch-
 
 <h2>DOCUMENTATION</h2>
 
-<h3>Opensearch Alerting</h3>
+<h3>OpenSearch Alerting</h3>
 
 <ul>
 <li>Added 2.13 release notes (#<a href="https://github.com/opensearch-project/alerting/pull/1483">1483</a>)</li>
 </ul>
 
-<h3>Opensearch Common Utils</h3>
+<h3>OpenSearch Common Utils</h3>
 
 <ul>
 <li>Added 2.13.0.0 release notes (<a href="https://github.com/opensearch-project/common-utils/pull/622">#622</a>)</li>
 </ul>
 
-<h3>Opensearch Index Management</h3>
+<h3>OpenSearch Index Management</h3>
 
 <ul>
 <li>Version 2.13 Release Notes Draft (<a href="https://github.com/opensearch-project/index-management/pull/1142">#1142</a>)</li>
 </ul>
 
-<h3>Opensearch ML Common</h3>
+<h3>OpenSearch ML Commons</h3>
 
 <ul>
 <li>Add Cohere Chat blueprint with RAG (<a href="https://github.com/opensearch-project/ml-commons/pull/1991">#1991</a>)</li>
@@ -533,43 +533,43 @@ OpenSearch Dashboards <a href="https://github.com/opensearch-project/OpenSearch-
 <li>Enhance connector helper notebook to support 2.9 (<a href="https://github.com/opensearch-project/ml-commons/pull/2202">#2202</a>)</li>
 </ul>
 
-<h3>Opensearch Notifications</h3>
+<h3>OpenSearch Notifications</h3>
 
 <ul>
 <li>Add 2.13.0 release notes (#<a href="https://github.com/opensearch-project/notifications/pull/878">878</a>)</li>
 </ul>
 
-<h3>Opensearch Security Analytics</h3>
+<h3>OpenSearch Security Analytics</h3>
 
 <ul>
 <li>Added 2.13.0 release notes (#<a href="https://github.com/opensearch-project/security-analytics/pull/945">945</a>)</li>
 </ul>
 
-<h3>Opensearch Alerting Dashboards Plugin</h3>
+<h3>OpenSearch Alerting Dashboards Plugin</h3>
 
 <ul>
 <li>Added 2.13 release notes. (<a href="https://github.com/opensearch-project/alerting-dashboards-plugin/pull/904">#904</a>)</li>
 </ul>
 
-<h3>Opensearch Dashboards Maps</h3>
+<h3>OpenSearch Dashboards Maps</h3>
 
 <ul>
 <li>Update data layer source name <a href="https://github.com/opensearch-project/dashboards-maps/pull/588">#588</a></li>
 </ul>
 
-<h3>Opensearch Dashboards Notifications</h3>
+<h3>OpenSearch Dashboards Notifications</h3>
 
 <ul>
 <li>Added 2.13.0 release notes. (<a href="https://github.com/opensearch-project/dashboards-notifications/pull/173">#173</a>)</li>
 </ul>
 
-<h3>Opensearch Index Management Dashboards Plugin</h3>
+<h3>OpenSearch Index Management Dashboards Plugin</h3>
 
 <ul>
 <li>Version 2.13 Release Notes Draft (<a href="https://github.com/opensearch-project/index-management-dashboards-plugin/pull/1012">#1012</a>)</li>
 </ul>
 
-<h3>Opensearch Security Analytics Dashboards</h3>
+<h3>OpenSearch Security Analytics Dashboards</h3>
 
 <ul>
 <li>Added release notes for 2.13.0 (<a href="https://github.com/opensearch-project/security-analytics-dashboards-plugin/pull/959">#959</a>)</li>
@@ -578,31 +578,31 @@ OpenSearch Dashboards <a href="https://github.com/opensearch-project/OpenSearch-
 
 <h2>MAINTENANCE</h2>
 
-<h3>Opensearch Alerting</h3>
+<h3>OpenSearch Alerting</h3>
 
 <ul>
 <li>Bump up the version to 2.13 (#<a href="https://github.com/opensearch-project/alerting/pull/1460">1460</a>)</li>
 </ul>
 
-<h3>Opensearch Anomaly Detection</h3>
+<h3>OpenSearch Anomaly Detection</h3>
 
 <ul>
 <li>Increment version to 2.13.0-SNAPSHOT (<a href="https://github.com/opensearch-project/anomaly-detection/pull/1156">#1156</a>)</li>
 </ul>
 
-<h3>Opensearch Asynchronous Search</h3>
+<h3>OpenSearch Asynchronous Search</h3>
 
 <ul>
 <li>Increment version to 2.13.0 (<a href="https://github.com/opensearch-project/asynchronous-search/pull/544">#544</a>)</li>
 </ul>
 
-<h3>Opensearch Common Utils</h3>
+<h3>OpenSearch Common Utils</h3>
 
 <ul>
 <li>Increment version to 2.13.0-SNAPSHOT (<a href="https://github.com/opensearch-project/common-utils/pull/591">#591</a>)</li>
 </ul>
 
-<h3>Opensearch Index Management</h3>
+<h3>OpenSearch Index Management</h3>
 
 <ul>
 <li>Increment version to 2.13.0-SNAPSHOT. (<a href="https://github.com/opensearch-project/index-management/pull/1096">#1096</a>)</li>
@@ -610,7 +610,7 @@ OpenSearch Dashboards <a href="https://github.com/opensearch-project/OpenSearch-
 <li>Updates demo certs and admin keystore (<a href="https://github.com/opensearch-project/index-management/pull/1116">#1116</a>)</li>
 </ul>
 
-<h3>Opensearch Job Scheduler</h3>
+<h3>OpenSearch Job Scheduler</h3>
 
 <ul>
 <li>Increment version to 2.13.0 (<a href="https://github.com/opensearch-project/job-scheduler/pull/575">#575</a>)</li>
@@ -620,7 +620,7 @@ OpenSearch Dashboards <a href="https://github.com/opensearch-project/OpenSearch-
 <li>dependabot: bump org.slf4j:slf4j-api from 2.0.11 to 2.0.12 <a href="https://github.com/opensearch-project/job-scheduler/pull/587">(#587)</a> <a href="https://github.com/opensearch-project/job-scheduler/pull/599">(#599)</a></li>
 </ul>
 
-<h3>Opensearch ML Common</h3>
+<h3>OpenSearch ML Commons</h3>
 
 <ul>
 <li>Updates sample cert and admin keystore (<a href="https://github.com/opensearch-project/ml-commons/pull/2143">#2143</a>)</li>
@@ -628,19 +628,19 @@ OpenSearch Dashboards <a href="https://github.com/opensearch-project/OpenSearch-
 <li>Suppress removal AccessController in java.security has been deprecated and marked for removal (<a href="https://github.com/opensearch-project/ml-commons/pull/2195">#2195</a>)</li>
 </ul>
 
-<h3>Opensearch Notifications</h3>
+<h3>OpenSearch Notifications</h3>
 
 <ul>
 <li>Bump up the version to 2.13 (#<a href="https://github.com/opensearch-project/notifications/pull/873">873</a>)</li>
 </ul>
 
-<h3>Opensearch Observability</h3>
+<h3>OpenSearch Observability</h3>
 
 <ul>
 <li>Increment version to 2.13.0-SNAPSHOT (<a href="https://github.com/opensearch-project/observability/pull/1796">#1796</a>)</li>
 </ul>
 
-<h3>Opensearch Security</h3>
+<h3>OpenSearch Security</h3>
 
 <ul>
 <li>Add exlusion for logback-core to resolve CVE-2023-6378 (<a href="https://github.com/opensearch-project/security/pull/4050">#4050</a>)</li>
@@ -658,7 +658,7 @@ OpenSearch Dashboards <a href="https://github.com/opensearch-project/OpenSearch-
 <li>Bump com.google.errorprone:error_prone_annotations from 2.25.0 to 2.26.1 (<a href="https://github.com/opensearch-project/security/pull/4132">#4132</a>)</li>
 </ul>
 
-<h3>Opensearch Skills</h3>
+<h3>OpenSearch Skills</h3>
 <ul>
 <li>Update mockito monorepo to v5.10.0 (#128) (#197)</li>
 <li>Update dependency org.apache.commons:commons-lang3 to v3.14.0 (#47)</li>
@@ -669,14 +669,14 @@ OpenSearch Dashboards <a href="https://github.com/opensearch-project/OpenSearch-
 <li>Update dependency org.json:json to v20240205 (#246) (#251)</li>
 </ul>
 
-<h3>Opensearch Security Analytics</h3>
+<h3>OpenSearch Security Analytics</h3>
 
 <ul>
 <li>Increment to 2.13. (<a href="https://github.com/opensearch-project/security-analytics/pull/913">#913</a>)</li>
 <li>Add goyamegh as a maintainer (#<a href="https://github.com/opensearch-project/security-analytics/pull/868">868</a>) (#<a href="https://github.com/opensearch-project/security-analytics/pull/899">899</a>)</li>
 </ul>
 
-<h3>Opensearch k-NN</h3>
+<h3>OpenSearch k-NN</h3>
 
 <ul>
 <li>Bump faiss lib commit to 32f0e8cf92cd2275b60364517bb1cce67aa29a55 <a href="https://github.com/opensearch-project/k-NN/pull/1443">#1443</a></li>
@@ -708,25 +708,25 @@ OpenSearch Dashboards <a href="https://github.com/opensearch-project/OpenSearch-
 <li>Upgrade plotly to v2 (<a href="https://github.com/opensearch-project/dashboards-observability/pull/1432">#1432</a>)</li>
 </ul>
 
-<h3>Opensearch Alerting Dashboards Plugin</h3>
+<h3>OpenSearch Alerting Dashboards Plugin</h3>
 
 <ul>
 <li>Increment version to 2.13.0.0 (<a href="https://github.com/opensearch-project/alerting-dashboards-plugin/pull/892">#892</a>)</li>
 </ul>
 
-<h3>Opensearch Anomaly Detection Dashboards</h3>
+<h3>OpenSearch Anomaly Detection Dashboards</h3>
 
 <ul>
 <li>Increment version to 2.13.0.0 (<a href="https://github.com/opensearch-project/anomaly-detection-dashboards-plugin/pull/695">#695</a>)</li>
 </ul>
 
-<h3>Opensearch Dashboards Notifications</h3>
+<h3>OpenSearch Dashboards Notifications</h3>
 
 <ul>
 <li>Update snapshot. (<a href="https://github.com/opensearch-project/dashboards-notifications/pull/168">#168</a>)</li>
 </ul>
 
-<h3>Opensearch Dashboards Visualizations</h3>
+<h3>OpenSearch Dashboards Visualizations</h3>
 
 <ul>
 <li>Upgrade plotly to v2 (<a href="https://github.com/opensearch-project/dashboards-visualizations/pull/336">#336</a>)</li>
@@ -735,26 +735,26 @@ OpenSearch Dashboards <a href="https://github.com/opensearch-project/OpenSearch-
 <li>Increment version to 2.13.0.0 (<a href="https://github.com/opensearch-project/dashboards-visualizations/pull/348">#348</a>)</li>
 </ul>
 
-<h3>Opensearch Index Management Dashboards Plugin</h3>
+<h3>OpenSearch Index Management Dashboards Plugin</h3>
 
 <ul>
 <li>Increment version to 2.13.0.0. (<a href="https://github.com/opensearch-project/index-management-dashboards-plugin/pull/1000">#1000</a>)</li>
 <li>CVE fixes for CVE-2022-38900, CVE-2021-3807, CVE-2021-43138, CVE-2022-25858, CVE-2022-37603, CVE-2023-26136, CVE-2022-37599, CVE-2022-37601 (<a href="https://github.com/opensearch-project/index-management-dashboards-plugin/pull/1008">#1008</a>)</li>
 </ul>
 
-<h3>Opensearch ML Commons Dashboards</h3>
+<h3>OpenSearch ML Commonss Dashboards</h3>
 
 <ul>
 <li>Increment version to 2.13.0.0 (<a href="https://github.com/opensearch-project/ml-commons-dashboards/pull/307">#307</a>)</li>
 </ul>
 
-<h3>Opensearch Query Workbench</h3>
+<h3>OpenSearch Query Workbench</h3>
 
 <ul>
 <li>Add workflow to verify binary install (<a href="https://github.com/opensearch-project/dashboards-query-workbench/pull/272">#272</a>)</li>
 </ul>
 
-<h3>Opensearch Security Analytics Dashboards</h3>
+<h3>OpenSearch Security Analytics Dashboards</h3>
 
 <ul>
 <li>Added riysaxen-amzn as a maintainer (<a href="https://github.com/opensearch-project/security-analytics-dashboards-plugin/pull/898">#898</a>)</li>
@@ -762,21 +762,21 @@ OpenSearch Dashboards <a href="https://github.com/opensearch-project/OpenSearch-
 
 <h2>REFACTORING</h2>
 
-<h3>Opensearch Flow Framework</h3>
+<h3>OpenSearch Flow Framework</h3>
 
 <ul>
 <li>Moved workflow-steps.json to Enum (<a href="https://github.com/opensearch-project/flow-framework/pull/523">#523</a>)</li>
 <li>Refactored logging for consistency (<a href="https://github.com/opensearch-project/flow-framework/pull/524">#524</a>)</li>
 </ul>
 
-<h3>Opensearch ML Common</h3>
+<h3>OpenSearch ML Commons</h3>
 
 <ul>
 <li>Refactor memory logs (<a href="https://github.com/opensearch-project/ml-commons/pull/2121">#2121</a>)</li>
 <li>Parse tool input to map (<a href="https://github.com/opensearch-project/ml-commons/pull/2131">#2131</a>)</li>
 </ul>
 
-<h3>Opensearch Security Analytics</h3>
+<h3>OpenSearch Security Analytics</h3>
 
 <ul>
 <li>Refactor invocation of Action listeners in correlations (#<a href="https://github.com/opensearch-project/security-analytics/issues/879">880</a>) (#<a href="https://github.com/opensearch-project/security-analytics/issues/879">900</a>) (#<a href="https://github.com/opensearch-project/security-analytics/issues/879">879</a>])</li>