diff --git a/.github/workflows/df-dask.yml b/.github/workflows/dataframe-dask.yml
similarity index 94%
rename from .github/workflows/df-dask.yml
rename to .github/workflows/dataframe-dask.yml
index da631caf..64d367f6 100644
--- a/.github/workflows/df-dask.yml
+++ b/.github/workflows/dataframe-dask.yml
@@ -4,13 +4,13 @@ on:
   pull_request:
     branches: ~
     paths:
-    - '.github/workflows/df-dask.yml'
+    - '.github/workflows/dataframe-dask.yml'
     - 'by-dataframe/dask/**'
     - 'requirements.txt'
   push:
     branches: [ main ]
     paths:
-    - '.github/workflows/df-dask.yml'
+    - '.github/workflows/dataframe-dask.yml'
     - 'by-dataframe/dask/**'
     - 'requirements.txt'
 
diff --git a/.github/workflows/df-pandas.yml b/.github/workflows/dataframe-pandas.yml
similarity index 94%
rename from .github/workflows/df-pandas.yml
rename to .github/workflows/dataframe-pandas.yml
index 7c2e6813..e9b6fbe8 100644
--- a/.github/workflows/df-pandas.yml
+++ b/.github/workflows/dataframe-pandas.yml
@@ -4,13 +4,13 @@ on:
   pull_request:
     branches: ~
     paths:
-    - '.github/workflows/df-pandas.yml'
+    - '.github/workflows/dataframe-pandas.yml'
     - 'by-dataframe/pandas/**'
     - 'requirements.txt'
   push:
     branches: [ main ]
     paths:
-    - '.github/workflows/df-pandas.yml'
+    - '.github/workflows/dataframe-pandas.yml'
     - 'by-dataframe/pandas/**'
     - 'requirements.txt'
 
diff --git a/.github/workflows/apache-superset.yml b/.github/workflows/framework-apache-superset.yml
similarity index 93%
rename from .github/workflows/apache-superset.yml
rename to .github/workflows/framework-apache-superset.yml
index 62adda19..bb1ce098 100644
--- a/.github/workflows/apache-superset.yml
+++ b/.github/workflows/framework-apache-superset.yml
@@ -4,13 +4,13 @@ on:
   pull_request:
     branches: ~
     paths:
-    - '.github/workflows/apache-superset.yml'
+    - '.github/workflows/framework-apache-superset.yml'
     - 'framework/apache-superset/**'
     - 'requirements.txt'
   push:
     branches: [ main ]
     paths:
-    - '.github/workflows/apache-superset.yml'
+    - '.github/workflows/framework-apache-superset.yml'
     - 'framework/apache-superset/**'
     - 'requirements.txt'
 
diff --git a/.github/workflows/test-java-jooq.yml b/.github/workflows/lang-java-jooq.yml
similarity index 94%
rename from .github/workflows/test-java-jooq.yml
rename to .github/workflows/lang-java-jooq.yml
index fb1e530e..7285a014 100644
--- a/.github/workflows/test-java-jooq.yml
+++ b/.github/workflows/lang-java-jooq.yml
@@ -4,13 +4,13 @@ on:
   pull_request:
     branches: ~
     paths:
-    - '.github/workflows/test-java-jooq.yml'
+    - '.github/workflows/lang-java-jooq.yml'
     - 'by-language/java-jooq/**'
     - 'requirements.txt'
   push:
     branches: [ main ]
     paths:
-    - '.github/workflows/test-java-jooq.yml'
+    - '.github/workflows/lang-java-jooq.yml'
     - 'by-language/java-jooq/**'
     - 'requirements.txt'
 
diff --git a/.github/workflows/test-java-maven.yml b/.github/workflows/lang-java-maven.yml
similarity index 95%
rename from .github/workflows/test-java-maven.yml
rename to .github/workflows/lang-java-maven.yml
index 477d7cc6..4bfd88b6 100644
--- a/.github/workflows/test-java-maven.yml
+++ b/.github/workflows/lang-java-maven.yml
@@ -4,14 +4,14 @@ on:
   pull_request:
     branches: ~
     paths:
-    - '.github/workflows/test-java-maven.yml'
+    - '.github/workflows/lang-java-maven.yml'
     - 'by-language/java-jdbc/**'
     - 'by-language/java-qa/**'
     - 'requirements.txt'
   push:
     branches: [ main ]
     paths:
-    - '.github/workflows/test-java-maven.yml'
+    - '.github/workflows/lang-java-maven.yml'
     - 'by-language/java-jdbc/**'
     - 'by-language/java-qa/**'
     - 'requirements.txt'
diff --git a/.github/workflows/test-npgsql.yml b/.github/workflows/lang-npgsql.yml
similarity index 96%
rename from .github/workflows/test-npgsql.yml
rename to .github/workflows/lang-npgsql.yml
index e7b5b76b..e0a7f0d0 100644
--- a/.github/workflows/test-npgsql.yml
+++ b/.github/workflows/lang-npgsql.yml
@@ -4,13 +4,13 @@ on:
   pull_request:
     branches: ~
     paths:
-    - '.github/workflows/*npgsql*'
+    - '.github/workflows/lang-npgsql.yml'
     - 'by-language/csharp-npgsql/**'
     - 'requirements.txt'
   push:
     branches: [ main ]
     paths:
-    - '.github/workflows/*npgsql*'
+    - '.github/workflows/lang-npgsql.yml'
     - 'by-language/csharp-npgsql/**'
     - 'requirements.txt'
 
diff --git a/.github/workflows/test-php-amphp.yml b/.github/workflows/lang-php-amphp.yml
similarity index 94%
rename from .github/workflows/test-php-amphp.yml
rename to .github/workflows/lang-php-amphp.yml
index cb46dfa7..31e04140 100644
--- a/.github/workflows/test-php-amphp.yml
+++ b/.github/workflows/lang-php-amphp.yml
@@ -4,13 +4,13 @@ on:
   pull_request:
     branches: ~
     paths:
-    - '.github/workflows/test-php-amphp.yml'
+    - '.github/workflows/lang-php-amphp.yml'
     - 'by-language/php-amphp/**'
     - 'requirements.txt'
   push:
     branches: [ main ]
     paths:
-    - '.github/workflows/test-php-amphp.yml'
+    - '.github/workflows/lang-php-amphp.yml'
     - 'by-language/php-amphp/**'
     - 'requirements.txt'
 
diff --git a/.github/workflows/test-php-pdo.yml b/.github/workflows/lang-php-pdo.yml
similarity index 95%
rename from .github/workflows/test-php-pdo.yml
rename to .github/workflows/lang-php-pdo.yml
index bb7bc240..cabdbc96 100644
--- a/.github/workflows/test-php-pdo.yml
+++ b/.github/workflows/lang-php-pdo.yml
@@ -4,13 +4,13 @@ on:
   pull_request:
     branches: ~
     paths:
-    - '.github/workflows/test-php-pdo.yml'
+    - '.github/workflows/lang-php-pdo.yml'
     - 'by-language/php-pdo/**'
     - 'requirements.txt'
   push:
     branches: [ main ]
     paths:
-    - '.github/workflows/test-php-pdo.yml'
+    - '.github/workflows/lang-php-pdo.yml'
     - 'by-language/php-pdo/**'
     - 'requirements.txt'
 
diff --git a/.github/workflows/sqlalchemy.yml b/.github/workflows/lang-python-sqlalchemy.yml
similarity index 94%
rename from .github/workflows/sqlalchemy.yml
rename to .github/workflows/lang-python-sqlalchemy.yml
index 3c3b00c4..e5d470b2 100644
--- a/.github/workflows/sqlalchemy.yml
+++ b/.github/workflows/lang-python-sqlalchemy.yml
@@ -4,13 +4,13 @@ on:
   pull_request:
     branches: ~
     paths:
-    - '.github/workflows/sqlalchemy.yml'
+    - '.github/workflows/lang-python-sqlalchemy.yml'
     - 'by-language/python-sqlalchemy/**'
     - 'requirements.txt'
   push:
     branches: [ main ]
     paths:
-    - '.github/workflows/sqlalchemy.yml'
+    - '.github/workflows/lang-python-sqlalchemy.yml'
     - 'by-language/python-sqlalchemy/**'
     - 'requirements.txt'
 
diff --git a/.github/workflows/test-ruby.yml b/.github/workflows/lang-ruby.yml
similarity index 95%
rename from .github/workflows/test-ruby.yml
rename to .github/workflows/lang-ruby.yml
index 9fd887e9..d224c64a 100644
--- a/.github/workflows/test-ruby.yml
+++ b/.github/workflows/lang-ruby.yml
@@ -4,13 +4,13 @@ on:
   pull_request:
     branches: ~
     paths:
-    - '.github/workflows/test-ruby.yml'
+    - '.github/workflows/lang-ruby.yml'
     - 'by-language/ruby/**'
     - 'requirements.txt'
   push:
     branches: [ main ]
     paths:
-    - '.github/workflows/test-ruby.yml'
+    - '.github/workflows/lang-ruby.yml'
     - 'by-language/ruby/**'
     - 'requirements.txt'
 
diff --git a/.github/workflows/test-automl.yml b/.github/workflows/ml-automl.yml
similarity index 95%
rename from .github/workflows/test-automl.yml
rename to .github/workflows/ml-automl.yml
index ca3c44f0..cf0ba835 100644
--- a/.github/workflows/test-automl.yml
+++ b/.github/workflows/ml-automl.yml
@@ -4,13 +4,13 @@ on:
   pull_request:
     branches: ~
     paths:
-    - '.github/workflows/test-automl.yml'
+    - '.github/workflows/ml-automl.yml'
     - 'topic/machine-learning/automl/**'
     - 'requirements.txt'
   push:
     branches: [ main ]
     paths:
-    - '.github/workflows/test-automl.yml'
+    - '.github/workflows/ml-automl.yml'
     - 'topic/machine-learning/automl/**'
     - 'requirements.txt'
 
diff --git a/.github/workflows/test-langchain.yml b/.github/workflows/ml-langchain.yml
similarity index 95%
rename from .github/workflows/test-langchain.yml
rename to .github/workflows/ml-langchain.yml
index 50343dda..671502ad 100644
--- a/.github/workflows/test-langchain.yml
+++ b/.github/workflows/ml-langchain.yml
@@ -4,13 +4,13 @@ on:
   pull_request:
     branches: ~
     paths:
-    - '.github/workflows/test-langchain.yml'
+    - '.github/workflows/ml-langchain.yml'
     - 'topic/machine-learning/llm-langchain/**'
     - 'requirements.txt'
   push:
     branches: [ main ]
     paths:
-    - '.github/workflows/test-langchain.yml'
+    - '.github/workflows/ml-langchain.yml'
     - 'topic/machine-learning/llm-langchain/**'
     - 'requirements.txt'
 
diff --git a/.github/workflows/test-mlflow.yml b/.github/workflows/ml-mlflow.yml
similarity index 95%
rename from .github/workflows/test-mlflow.yml
rename to .github/workflows/ml-mlflow.yml
index 5f41b214..ef0d447e 100644
--- a/.github/workflows/test-mlflow.yml
+++ b/.github/workflows/ml-mlflow.yml
@@ -4,13 +4,13 @@ on:
   pull_request:
     branches: ~
     paths:
-    - '.github/workflows/test-mlflow.yml'
+    - '.github/workflows/ml-mlflow.yml'
     - 'topic/machine-learning/mlops-mlflow/**'
     - 'requirements.txt'
   push:
     branches: [ main ]
     paths:
-    - '.github/workflows/test-mlflow.yml'
+    - '.github/workflows/ml-mlflow.yml'
     - 'topic/machine-learning/mlops-mlflow/**'
     - 'requirements.txt'
 
diff --git a/.github/workflows/test-kafka-flink.yml b/.github/workflows/stack-kafka-flink.yml
similarity index 90%
rename from .github/workflows/test-kafka-flink.yml
rename to .github/workflows/stack-kafka-flink.yml
index 9b99df68..a5f823bd 100644
--- a/.github/workflows/test-kafka-flink.yml
+++ b/.github/workflows/stack-kafka-flink.yml
@@ -4,13 +4,13 @@ on:
   pull_request:
     branches: ~
     paths:
-    - '.github/workflows/test-kafka-flink.yml'
+    - '.github/workflows/stack-kafka-flink.yml'
     - 'stacks/kafka-flink/**'
     - 'requirements.txt'
   push:
     branches: [ main ]
     paths:
-    - '.github/workflows/test-kafka-flink.yml'
+    - '.github/workflows/stack-kafka-flink.yml'
     - 'stacks/kafka-flink/**'
     - 'requirements.txt'
 
diff --git a/.github/workflows/testcontainers-java.yml b/.github/workflows/testing-testcontainers-java.yml
similarity index 93%
rename from .github/workflows/testcontainers-java.yml
rename to .github/workflows/testing-testcontainers-java.yml
index 7f11a327..da42dd53 100644
--- a/.github/workflows/testcontainers-java.yml
+++ b/.github/workflows/testing-testcontainers-java.yml
@@ -4,13 +4,13 @@ on:
   pull_request:
     branches: ~
     paths:
-    - '.github/workflows/testcontainers-java.yml'
+    - '.github/workflows/testing-testcontainers-java.yml'
     - 'testing/testcontainers/java/**'
     - 'requirements.txt'
   push:
     branches: [ main ]
     paths:
-    - '.github/workflows/testcontainers-java.yml'
+    - '.github/workflows/testing-testcontainers-java.yml'
     - 'testing/testcontainers/java/**'
     - 'requirements.txt'