diff --git a/config/redirects b/config/redirects
index 9fa68e38..6c3e3b9c 100644
--- a/config/redirects
+++ b/config/redirects
@@ -1,6 +1,9 @@
 define: prefix docs/drivers/kotlin/coroutine
 define: base https://www.mongodb.com/${prefix}
-define: versions v4.10 v4.11 v5.0 v5.1 v5.2 v5.3 master
+define: versions v4.10 v4.11 v5.0 v5.1 v5.2 v5.3 v5.4 master
+
+symlink: upcoming -> main
+symlink: current -> v5.4
 
 raw: ${prefix}/ -> ${base}/current/
 
diff --git a/examples/build.gradle.kts b/examples/build.gradle.kts
index c9ae5260..d99929a5 100644
--- a/examples/build.gradle.kts
+++ b/examples/build.gradle.kts
@@ -1,4 +1,4 @@
-val kotlin_mongodb_version: String by project
+val kotlinMongoDbDriverVersion: String by project
 
 plugins {
     id("org.jetbrains.kotlin.jvm") version "1.9.25"
@@ -17,7 +17,11 @@ repositories {
 }
 
 dependencies {
-    implementation("org.mongodb:mongodb-driver-kotlin-coroutine:$kotlin_mongodb_version")
+    implementation(platform("org.mongodb:mongodb-driver-bom:$kotlinMongoDbDriverVersion"))
+    implementation("org.mongodb:mongodb-driver-kotlin-coroutine")
+    implementation("org.mongodb:bson-kotlinx")
+    implementation("org.mongodb:mongodb-driver-kotlin-extensions:$kotlinMongoDbDriverVersion")
+
     implementation("org.jetbrains.kotlinx:kotlinx-coroutines-core:1.7.1")
     testImplementation("org.jetbrains.kotlin:kotlin-test:1.8.10")
     implementation("org.slf4j:slf4j-api:2.0.5")
@@ -29,9 +33,8 @@ dependencies {
     implementation("com.github.luben:zstd-jni:1.5.5-4")
     implementation("org.jetbrains.kotlinx:kotlinx-serialization-core:1.6.0")
     implementation("org.jetbrains.kotlinx:kotlinx-serialization-json:1.6.0")
-    implementation("org.mongodb:bson-kotlinx:$kotlin_mongodb_version")
     implementation("org.jetbrains.kotlinx:kotlinx-datetime:0.6.1")
-    implementation("org.mongodb:mongodb-driver-kotlin-extensions:$kotlin_mongodb_version")
+
 }
 
 tasks.test {
diff --git a/examples/gradle.properties b/examples/gradle.properties
index 1998c01e..024d8e86 100644
--- a/examples/gradle.properties
+++ b/examples/gradle.properties
@@ -1,2 +1,2 @@
 kotlin.code.style=official
-kotlin_mongodb_version=5.3.0
+kotlinMongoDbDriverVersion=5.4.0
diff --git a/snooty.toml b/snooty.toml
index 3a03a269..f2a75ebf 100644
--- a/snooty.toml
+++ b/snooty.toml
@@ -3,7 +3,7 @@ title = "Kotlin Coroutine"
 intersphinx = [
     "https://www.mongodb.com/docs/manual/objects.inv",
     "https://www.mongodb.com/docs/drivers/objects.inv",
-    "https://www.mongodb.com/docs/atlas/objects.inv"
+    "https://www.mongodb.com/docs/atlas/objects.inv",
 ]
 
 toc_landing_pages = [
@@ -20,7 +20,7 @@ sharedinclude_root = "https://raw.githubusercontent.com/10gen/docs-shared/main/"
 driver = "kotlin"
 driver-short = "Kotlin driver"
 driver-long = "MongoDB Kotlin Driver"
-version = "5.3"
+version = "5.4"
 full-version = "{+version+}.0"
 language = "Kotlin"
 mdb-server = "MongoDB server"
diff --git a/source/includes/language-compatibility-table-kotlin.rst b/source/includes/language-compatibility-table-kotlin.rst
index 02d3f294..dce75a43 100644
--- a/source/includes/language-compatibility-table-kotlin.rst
+++ b/source/includes/language-compatibility-table-kotlin.rst
@@ -7,5 +7,5 @@
    * - Kotlin Driver Version
      - Kotlin 1.8
 
-   * - 4.10 to 5.3
+   * - 4.10 to 5.4
      - ✓
diff --git a/source/includes/mongodb-compatibility-table-kotlin.rst b/source/includes/mongodb-compatibility-table-kotlin.rst
index d77a7077..3b493f40 100644
--- a/source/includes/mongodb-compatibility-table-kotlin.rst
+++ b/source/includes/mongodb-compatibility-table-kotlin.rst
@@ -13,7 +13,7 @@
      - MongoDB 4.0
      - MongoDB 3.6
 
-   * - 5.2 to 5.3
+   * - 5.2 to 5.4
      - ✓
      - ✓
      - ✓
diff --git a/source/whats-new.txt b/source/whats-new.txt
index 34cbb4ae..4b5bd206 100644
--- a/source/whats-new.txt
+++ b/source/whats-new.txt
@@ -44,6 +44,11 @@ and features:
       the :ref:`MONGODB-OIDC: Kubernetes <kotlin-auth-kubernetes>`
       section of the Enterprise Authentication Mechanisms guide
 
+   .. replacement:: atlas-query-operators
+
+      the `SearchOperator <{+api+}/apidocs/mongodb-driver-core/com/mongodb/client/model/search/SearchOperator.html>`__
+      interface API documentation
+
 .. _kotlin-coroutine-version-5.3:
 
 What's New in 5.3
@@ -92,6 +97,12 @@ improvements, and fixes:
 
 .. sharedinclude:: dbx/jvm/v5.2-wn-items.rst
 
+   .. replacement:: csot-link
+
+      the `MongoClientSettings.Builder.timeout()
+      <{+api+}/apidocs/mongodb-driver-core/com/mongodb/MongoClientSettings.Builder.html#timeout(long,java.util.concurrent.TimeUnit)>`__
+      API documentation
+
    .. replacement:: avs-index-link
 
       :ref:`kotlin-search-indexes` in the Indexes guide