diff --git a/.github/workflows/specs.yml b/.github/workflows/specs.yml
index 22f15e0d..eec51cd9 100644
--- a/.github/workflows/specs.yml
+++ b/.github/workflows/specs.yml
@@ -18,12 +18,24 @@ jobs:
       fail-fast: false
       matrix:
         ruby: [ jruby, ruby ]
-        neo4j: [ 3.5.35, 4.0.12, 4.1.12, 4.2.19, 4.3.19, 4.4.12 ]
+        neo4j: [ 3.5.35, 4.0.12, 4.1.12, 4.2.19, 4.3.19, 4.4.12, 5.1.0 ]
+        include:
+          - neo4j: 5.1.0
+            ruby: ruby
+            java-version: 17
+          - neo4j: 5.1.0
+            ruby: jruby
+            options: "-t ~causal"
     env:
-      NEO4J_EDITION_FLAG: -e
       NEO4J_VERSION: ${{ matrix.neo4j }}
     steps:
-      - uses: actions/checkout@v2
+      - run: echo $PWD
+      - run: mkdir -p $PWD/tmp
+      - run: chmod a+wr $PWD/tmp
+      - name: Start neo4j
+        run: docker run --name neo4j --env NEO4J_AUTH=neo4j/pass --env NEO4J_ACCEPT_LICENSE_AGREEMENT=yes -p7687:7687 --volume=$PWD/tmp:/var/lib/neo4j/inmport --rm neo4j:${{ matrix.neo4j }}-enterprise &
+
+      - uses: actions/checkout@v3
 
       - name: Set up Ruby
         uses: ruby/setup-ruby@v1
@@ -39,20 +51,12 @@ jobs:
           packages: git+https://github.com/klobuczek/boltkit@1.3#egg=boltkit
 
       - name: Set up Java
-        uses: actions/setup-java@v1
+        uses: actions/setup-java@v3
         with:
+          distribution: 'temurin'
           java-version: ${{ matrix.java-version || 11 }}
 
-      - name: Setup Neo4j
-        run: |
-          neoctrl-install $NEO4J_EDITION_FLAG $NEO4J_VERSION servers
-          if [ -n "$NEO4J_EDITION_FLAG" ]; then NEO4J_EDITION=enterprise; else NEO4J_EDITION=community; fi
-          NEO4J_DIR=servers/neo4j-$NEO4J_EDITION-$NEO4J_VERSION
-          neoctrl-configure $NEO4J_DIR dbms.memory.pagecache.size=600m dbms.memory.heap.max_size=600m dbms.memory.heap.initial_size=600m dbms.directories.import= dbms.connectors.default_listen_address=::
-          neoctrl-set-initial-password pass $NEO4J_DIR
-          neoctrl-start $NEO4J_DIR
-
       - name: Install dependencies
         run: bin/setup
       - name: Run tests
-        run: bundle exec rspec
+        run: bundle exec rspec ${{ matrix.options }}
diff --git a/spec/integration/async/async_session_spec.rb b/spec/integration/async/async_session_spec.rb
old mode 100644
new mode 100755
diff --git a/spec/integration/bookmark_spec.rb b/spec/integration/bookmark_spec.rb
old mode 100644
new mode 100755
diff --git a/spec/integration/causal_clustering_spec.rb b/spec/integration/causal_clustering_spec.rb
old mode 100644
new mode 100755
diff --git a/spec/integration/direct_driver_spec.rb b/spec/integration/direct_driver_spec.rb
old mode 100644
new mode 100755
diff --git a/spec/integration/load_csv_spec.rb b/spec/integration/load_csv_spec.rb
old mode 100644
new mode 100755
index f7f13ca2..08f115af
--- a/spec/integration/load_csv_spec.rb
+++ b/spec/integration/load_csv_spec.rb
@@ -5,7 +5,7 @@
 
 RSpec.describe 'LoadCsv', csv: true do
   let(:iris_class_names) { %w[Iris-setosa Iris-versicolor Iris-virginica] }
-  let(:file) { Tempfile.new(%w[file .csv]) }
+  let(:file) { Tempfile.new('', 'tmp') }
   let(:file_path) { file.path }
   let(:iris_data) do
     %w[sepal_length,sepal_width,petal_length,petal_width,class_name
@@ -189,7 +189,8 @@
               else
                 "#{load} CALL { WITH l #{subquery} } IN TRANSACTIONS OF #{size} ROWS #{return_s}"
               end
-      result = session.run(query, csv_file_url: "file://#{file_path}")
+      result = session.run(query, csv_file_url: "file:///#{File.basename(file)}")
+
       expect(result.next[:c]).to eq(150)
       expect(result.has_next?).to be_falsey
     end
diff --git a/spec/integration/logging_spec.rb b/spec/integration/logging_spec.rb
old mode 100644
new mode 100755
diff --git a/spec/integration/parameters_spec.rb b/spec/integration/parameters_spec.rb
old mode 100644
new mode 100755
diff --git a/spec/integration/result_stream_spec.rb b/spec/integration/result_stream_spec.rb
old mode 100644
new mode 100755
diff --git a/spec/integration/scalar_types_spec.rb b/spec/integration/scalar_types_spec.rb
old mode 100644
new mode 100755
diff --git a/spec/integration/session_spec.rb b/spec/integration/session_spec.rb
old mode 100644
new mode 100755
diff --git a/spec/integration/summary_spec.rb b/spec/integration/summary_spec.rb
old mode 100644
new mode 100755
diff --git a/spec/integration/transaction_spec.rb b/spec/integration/transaction_spec.rb
old mode 100644
new mode 100755