diff --git a/.github/workflows/build-timestamped-master.yml b/.github/workflows/build-timestamped-master.yml
index 5a20b39..82fd83a 100644
--- a/.github/workflows/build-timestamped-master.yml
+++ b/.github/workflows/build-timestamped-master.yml
@@ -12,5 +12,5 @@ jobs:
   call_workflow:
     name: Run Build Workflow
     if: ${{ github.repository_owner == 'ballerina-platform' }}
-    uses: ballerina-platform/ballerina-library/.github/workflows/build-timestamp-master-template.yml@main
+    uses: ballerina-platform/ballerina-library/.github/workflows/build-timestamp-master-template.yml@java21
     secrets: inherit
diff --git a/.github/workflows/build-with-bal-test-graalvm.yml b/.github/workflows/build-with-bal-test-graalvm.yml
index 58a5475..40f0230 100644
--- a/.github/workflows/build-with-bal-test-graalvm.yml
+++ b/.github/workflows/build-with-bal-test-graalvm.yml
@@ -30,7 +30,7 @@ jobs:
     call_stdlib_workflow:
         name: Run StdLib Workflow
         if: ${{ github.event_name != 'schedule' || (github.event_name == 'schedule' && github.repository_owner == 'ballerina-platform') }}
-        uses: ballerina-platform/ballerina-library/.github/workflows/build-with-bal-test-graalvm-template.yml@main
+        uses: ballerina-platform/ballerina-library/.github/workflows/build-with-bal-test-graalvm-template.yml@java21
         with:
             lang_tag: ${{ inputs.lang_tag }}
             lang_version: ${{ inputs.lang_version }}
diff --git a/.github/workflows/central-publish.yml b/.github/workflows/central-publish.yml
index e8c994b..de75e8d 100644
--- a/.github/workflows/central-publish.yml
+++ b/.github/workflows/central-publish.yml
@@ -15,7 +15,7 @@ jobs:
   call_workflow:
     name: Run Central Publish Workflow
     if: ${{ github.repository_owner == 'ballerina-platform' }}
-    uses: ballerina-platform/ballerina-library/.github/workflows/central-publish-template.yml@main
+    uses: ballerina-platform/ballerina-library/.github/workflows/central-publish-template.yml@java21
     secrets: inherit
     with:
       environment: ${{ github.event.inputs.environment }}
diff --git a/.github/workflows/publish-release.yml b/.github/workflows/publish-release.yml
index 2c7558f..a6e92e6 100644
--- a/.github/workflows/publish-release.yml
+++ b/.github/workflows/publish-release.yml
@@ -9,7 +9,7 @@ jobs:
   call_workflow:
     name: Run Release Workflow
     if: ${{ github.repository_owner == 'ballerina-platform' }}
-    uses: ballerina-platform/ballerina-library/.github/workflows/release-package-template.yml@main
+    uses: ballerina-platform/ballerina-library/.github/workflows/release-package-template.yml@java21
     secrets: inherit
     with:
       package-name: constraint
diff --git a/.github/workflows/pull-request.yml b/.github/workflows/pull-request.yml
index 938587b..d5f51c6 100644
--- a/.github/workflows/pull-request.yml
+++ b/.github/workflows/pull-request.yml
@@ -6,5 +6,5 @@ jobs:
   call_workflow:
     name: Run PR Build Workflow
     if: ${{ github.repository_owner == 'ballerina-platform' }}
-    uses: ballerina-platform/ballerina-library/.github/workflows/pull-request-build-template.yml@main
+    uses: ballerina-platform/ballerina-library/.github/workflows/pull-request-build-template.yml@java21
     secrets: inherit
diff --git a/.github/workflows/trivy-scan.yml b/.github/workflows/trivy-scan.yml
index 2f7999d..684db29 100644
--- a/.github/workflows/trivy-scan.yml
+++ b/.github/workflows/trivy-scan.yml
@@ -9,5 +9,5 @@ jobs:
   call_workflow:
     name: Run Trivy Scan Workflow
     if: ${{ github.repository_owner == 'ballerina-platform' }}
-    uses: ballerina-platform/ballerina-library/.github/workflows/trivy-scan-template.yml@main
+    uses: ballerina-platform/ballerina-library/.github/workflows/trivy-scan-template.yml@java21
     secrets: inherit
diff --git a/README.md b/README.md
index 7231a65..ff35518 100644
--- a/README.md
+++ b/README.md
@@ -22,7 +22,7 @@ This repository only contains the source code for the module.
 
 ### Set up the prerequisites
 
-1. Download and install Java SE Development Kit (JDK) version 17 (from one of the following locations).
+1. Download and install Java SE Development Kit (JDK) version 21 (from one of the following locations).
 
    * [Oracle](https://www.oracle.com/java/technologies/downloads/)
    
diff --git a/build-config/resources/Ballerina.toml b/build-config/resources/Ballerina.toml
index 7a899d5..a1d7e94 100644
--- a/build-config/resources/Ballerina.toml
+++ b/build-config/resources/Ballerina.toml
@@ -9,10 +9,10 @@ icon = "icon.png"
 license = ["Apache-2.0"]
 distribution = "2201.8.0"
 
-[platform.java17]
+[platform.java21]
 graalvmCompatible = true
 
-[[platform.java17.dependency]]
+[[platform.java21.dependency]]
 groupId = "io.ballerina.stdlib"
 artifactId = "constraint-native"
 version = "@toml.version@"
diff --git a/build.gradle b/build.gradle
index 624fae4..b21a576 100644
--- a/build.gradle
+++ b/build.gradle
@@ -16,7 +16,7 @@
  */
 
 plugins {
-    id "com.github.spotbugs" version "5.0.14"
+    id "com.github.spotbugs" version "6.0.18"
     id "com.github.johnrengelman.shadow" version "7.1.2"
     id "de.undercouch.download" version "5.4.0"
     id "net.researchgate.release" version "2.8.0"
diff --git a/compiler-plugin-tests/build.gradle b/compiler-plugin-tests/build.gradle
index a075a08..b499bfc 100644
--- a/compiler-plugin-tests/build.gradle
+++ b/compiler-plugin-tests/build.gradle
@@ -55,8 +55,11 @@ checkstyle {
 checkstyleTest.dependsOn(":checkstyle:downloadCheckstyleRuleFiles")
 
 spotbugsTest {
-    effort "max"
-    reportLevel "low"
+    def classLoader = plugins["com.github.spotbugs"].class.classLoader
+    def SpotBugsConfidence = classLoader.findLoadedClass("com.github.spotbugs.snom.Confidence")
+    def SpotBugsEffort = classLoader.findLoadedClass("com.github.spotbugs.snom.Effort")
+    effort = SpotBugsEffort.MAX
+    reportLevel = SpotBugsConfidence.LOW
     reportsDir = file("$project.buildDir/reports/spotbugs")
     reports {
         html.enabled true
diff --git a/compiler-plugin/build.gradle b/compiler-plugin/build.gradle
index f060867..1ee2854 100644
--- a/compiler-plugin/build.gradle
+++ b/compiler-plugin/build.gradle
@@ -47,8 +47,11 @@ checkstyle {
 checkstyleMain.dependsOn(":checkstyle:downloadCheckstyleRuleFiles")
 
 spotbugsMain {
-    effort "max"
-    reportLevel "low"
+    def classLoader = plugins["com.github.spotbugs"].class.classLoader
+    def SpotBugsConfidence = classLoader.findLoadedClass("com.github.spotbugs.snom.Confidence")
+    def SpotBugsEffort = classLoader.findLoadedClass("com.github.spotbugs.snom.Effort")
+    effort = SpotBugsEffort.MAX
+    reportLevel = SpotBugsConfidence.LOW
     reportsDir = file("$project.buildDir/reports/spotbugs")
     reports {
         html.enabled true
diff --git a/gradle.properties b/gradle.properties
index d969757..343a28c 100644
--- a/gradle.properties
+++ b/gradle.properties
@@ -6,8 +6,9 @@ slf4jVersion=1.7.30
 testngVersion=7.6.1
 ballerinaGradlePluginVersion=2.2.3
 jacocoVersion=0.8.10
+githubSpotbugsVersion=6.0.18
 
-ballerinaLangVersion=2201.8.0
+ballerinaLangVersion=2201.10.0-20240926-231800-8a5a4343
 
 # Test dependency
 stdlibTimeVersion=2.4.0
diff --git a/native/build.gradle b/native/build.gradle
index 1c55df3..595924c 100644
--- a/native/build.gradle
+++ b/native/build.gradle
@@ -42,8 +42,11 @@ checkstyle {
 checkstyleMain.dependsOn(":checkstyle:downloadCheckstyleRuleFiles")
 
 spotbugsMain {
-    effort "max"
-    reportLevel "low"
+    def classLoader = plugins["com.github.spotbugs"].class.classLoader
+    def SpotBugsConfidence = classLoader.findLoadedClass("com.github.spotbugs.snom.Confidence")
+    def SpotBugsEffort = classLoader.findLoadedClass("com.github.spotbugs.snom.Effort")
+    effort = SpotBugsEffort.MAX
+    reportLevel = SpotBugsConfidence.LOW
     reportsDir = file("$project.buildDir/reports/spotbugs")
     reports {
         html.enabled true