diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 7f062eab..b6ecf951 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -19,7 +19,7 @@ jobs:
       fail-fast: false
       matrix:
         ruby: [2.7, '3.0', 3.1, 3.2, 3.3, jruby-9.4]
-        rails: ['7.0', 7.1, 7.2, main]
+        rails: [7.1, 7.2, main]
 
         exclude:
           # Rails 7.2 dropped support for older rubygems
diff --git a/.rubocop.yml b/.rubocop.yml
index 93d50d25..b42a58d1 100644
--- a/.rubocop.yml
+++ b/.rubocop.yml
@@ -6,7 +6,8 @@ AllCops:
   SuggestExtensions: false
   Exclude:
     - 'tasks/release/**/*'
-    - 'sample_app/**/*'
+    - 'sample-app/**/*'
+    - 'sample_app_old/**/*'
     - 'spec/dummy/**/*'
     - 'spec/fixtures/**/*'
     - 'spec/fixtures/**/*'
diff --git a/CHANGELOG.md b/CHANGELOG.md
index bba42b52..2f411002 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,10 +1,14 @@
 Unreleased Changes
 ------------------
 
-* Feature - Add session store config generation.
+* Feature - Add session store config generation with `rails generate dynamo_db:session_store_config`. Config generation is no longer tied to the DynamoDB SessionStore ActiveRecord migration generator.
 
 * Feature - Prepare modularization of `aws-sessionstore-dynamodb`.
 
+* Feature - Depend on `aws-sessionstore-dynamodb ~> 3` which depends on `rack ~> 3` and is not supported by Rails `7.0`.
+
+* Issue - `ActionDispatch::Session::DynamoDbStore` now inherits `ActionDispatch::Session::AbstractStore` by wrapping `Aws::SessionStore::DynamoDB::RackMiddleware`.
+
 4.1.0 (2024-09-27)
 ------------------
 
diff --git a/README.md b/README.md
index cebc1b5e..ff41b826 100644
--- a/README.md
+++ b/README.md
@@ -77,7 +77,7 @@ to have or create an existing Amazon DynamoDB session table to use this feature.
 To enable this feature, add the following to your Gemfile:
 
 ```ruby
-gem 'aws-sessionstore-dynamodb', '~> 2'
+gem 'aws-sessionstore-dynamodb', '~> 3'
 ```
 
 For more information about this feature and configuration options, see the
diff --git a/aws-sdk-rails.gemspec b/aws-sdk-rails.gemspec
index 46ccd554..67f5e465 100644
--- a/aws-sdk-rails.gemspec
+++ b/aws-sdk-rails.gemspec
@@ -19,7 +19,7 @@ Gem::Specification.new do |spec|
   spec.executables = ['aws_sqs_active_job']
 
   spec.add_dependency('aws-record', '~> 2') # for Aws::Record integration
-  spec.add_dependency('aws-sessionstore-dynamodb', '~> 2') # includes DynamoDB
+  spec.add_dependency('aws-sessionstore-dynamodb', '~> 3') # includes DynamoDB
 
   # Require these versions for user_agent_framework configs
   spec.add_dependency('aws-sdk-s3', '~> 1', '>= 1.123.0')
diff --git a/gemfiles/rails-7.0.gemfile b/gemfiles/rails-7.0.gemfile
deleted file mode 100644
index a0f83409..00000000
--- a/gemfiles/rails-7.0.gemfile
+++ /dev/null
@@ -1,12 +0,0 @@
-# frozen_string_literal: true
-
-eval_gemfile '../Gemfile'
-
-gem 'rails', '~> 7.0.0'
-
-group :test do
-  # JDBC versions track Rails versions
-  gem 'activerecord-jdbcsqlite3-adapter', '~> 70.0', platform: :jruby
-  # last supported version of sqlite3 for minimum ruby
-  gem 'sqlite3', '~> 1.6.0', platform: :ruby
-end
diff --git a/lib/action_dispatch/session/dynamo_db_store.rb b/lib/action_dispatch/session/dynamo_db_store.rb
index 5f0f6a89..271852bf 100644
--- a/lib/action_dispatch/session/dynamo_db_store.rb
+++ b/lib/action_dispatch/session/dynamo_db_store.rb
@@ -16,28 +16,39 @@ module Session
     # Configuration files that are environment-specific will take precedence.
     #
     # @see https://docs.aws.amazon.com/sdk-for-ruby/aws-sessionstore-dynamodb/api/Aws/SessionStore/DynamoDB/Configuration.html
-    class DynamoDbStore < Aws::SessionStore::DynamoDB::RackMiddleware
-      # Because of how Ruby searches for methods in the inheritance chain,
-      # generate_sid in Compatibility takes precedence over our generate_sid.
-      # Compatibility is needed so that the request is an ActionDispatch::Request.
-      CompatibilityWithoutSid = Compatibility.dup
-      CompatibilityWithoutSid.remove_method(:generate_sid)
-      include CompatibilityWithoutSid
-
-      include StaleSessionCheck
-      include SessionObject
-
+    class DynamoDbStore < ActionDispatch::Session::AbstractStore
       def initialize(app, options = {})
         Rails.logger.warn('** aws-sessionstore-dynamodb will no longer be a direct dependency of aws-sdk-rails ~> 5. ' \
-                          'To avoid disruption, please add aws-sessionstore-dynamodb ~> 2 to your Gemfile to enable ' \
+                          'To avoid disruption, please add aws-sessionstore-dynamodb ~> 3 to your Gemfile to enable ' \
                           'this feature when upgrading to aws-sdk-rails ~> 5. **')
         options[:config_file] ||= config_file
         options[:secret_key] ||= Rails.application.secret_key_base
+        @middleware = Aws::SessionStore::DynamoDB::RackMiddleware.new(app, options)
         super
       end
 
+      # @return [Aws::SessionStore::DynamoDB::Configuration]
+      def config
+        @middleware.config
+      end
+
       private
 
+      # Required by `ActionDispatch::Session::AbstractStore`
+      def find_session(req, sid)
+        @middleware.find_session(req, sid)
+      end
+
+      # Required by `ActionDispatch::Session::AbstractStore`
+      def write_session(req, sid, session, options)
+        @middleware.write_session(req, sid, session, options)
+      end
+
+      # Required by `ActionDispatch::Session::AbstractStore`
+      def delete_session(req, sid, options)
+        @middleware.delete_session(req, sid, options)
+      end
+
       def config_file
         file = Rails.root.join("config/dynamo_db_session_store/#{Rails.env}.yml")
         file = Rails.root.join('config/dynamo_db_session_store.yml') unless File.exist?(file)