diff --git a/docker-compose.yml b/docker-compose.yml
index bbd5fac6b772..64ffc3ddf675 100644
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -1,4 +1,6 @@
 services:
+  # Migrated Testcontainers services use the testcontainers profile so their pinned digests can be maintained
+  # without starting them during normal Compose workflows.
   # ARM64 dependencies
   localstack_arm64:
     image: localstack/localstack:4.14.0@sha256:3ebc37595918b8accb852f8048fef2aff047d465167edd655528065b07bc364a
@@ -27,43 +29,19 @@ services:
 
   mysql_arm64:
     image: mysql/mysql-server:8.0@sha256:d6c8301b7834c5b9c2b733b10b7e630f441af7bc917c74dba379f24eeeb6a313
-    environment:
-    - MYSQL_DATABASE=world
-    - MYSQL_ROOT_PASSWORD=mysqldb
-    - MYSQL_USER=mysqldb
-    - MYSQL_PASSWORD=mysqldb
-    ports:
-    - "3306"
+    profiles: ["testcontainers"]
 
   postgres_arm64:
     image: postgres:10.5-alpine@sha256:295a08ddd9efa1612c46033f0b96c3976f80f49c7ce29e05916b0af557806117
-    environment:
-    - POSTGRES_PASSWORD=postgres
-    - POSTGRES_USER=postgres
-    - POSTGRES_DB=postgres
-    ports:
-    - "5432"
+    profiles: ["testcontainers"]
 
   rabbitmq_arm64:
     image: rabbitmq:3-management@sha256:e582c0bc7766f3342496d8485efb5a1df782b5ce3886ad017e2eaae442311f69
-    command: rabbitmq-server
-    ports:
-      - "5672"
-      - "15672"
+    profiles: ["testcontainers"]
 
   servicestackredis_arm64:
     image: redis:4-alpine@sha256:aaf7c123077a5e45ab2328b5ef7e201b5720616efac498d55e65a7afbb96ae20
-    command: redis-server --bind 0.0.0.0
-    ports:
-    - "6379"
-
-  sqledge_arm64:
-    image: mcr.microsoft.com/azure-sql-edge:latest@sha256:902628a8be89e35dfb7895ca31d602974c7bafde4d583a0d0873844feb1c42cf
-    ports:
-    - "1433"
-    environment:
-    - ACCEPT_EULA=Y
-    - SA_PASSWORD=Strong!Passw0rd
+    profiles: ["testcontainers"]
 
   cosmosdb-emulator_arm64:
     image: mcr.microsoft.com/cosmosdb/linux/azure-cosmos-emulator:vnext-preview@sha256:54d7bc334494c50cea867c270880671a7db080626a9732832b34c0d69342f9b0
@@ -71,24 +49,15 @@ services:
 
   stackexchangeredis_arm64:
     image: redis:4-alpine@sha256:aaf7c123077a5e45ab2328b5ef7e201b5720616efac498d55e65a7afbb96ae20
-    hostname: stackexchangeredis_arm64
-    command: redis-server --bind 0.0.0.0
-    ports:
-    - "6379"
+    profiles: ["testcontainers"]
 
   stackexchangeredis_arm64-replica:
     image: redis:4-alpine@sha256:aaf7c123077a5e45ab2328b5ef7e201b5720616efac498d55e65a7afbb96ae20
-    hostname: stackexchangeredis_arm64-replica
-    command: redis-server --bind 0.0.0.0 --slaveof stackexchangeredis_arm64 6379
-    ports:
-    - "127.0.0.1:6390:6379"
+    profiles: ["testcontainers"]
 
   stackexchangeredis_arm64-single:
     image: redis:4-alpine@sha256:aaf7c123077a5e45ab2328b5ef7e201b5720616efac498d55e65a7afbb96ae20
-    hostname: stackexchangeredis_arm64-single
-    command: redis-server --bind 0.0.0.0
-    ports:
-    - "127.0.0.1:6391:6379"
+    profiles: ["testcontainers"]
 
 # Dependencies
   localstack:
@@ -106,42 +75,23 @@ services:
 
   rabbitmq:
     image: rabbitmq:3-management@sha256:e582c0bc7766f3342496d8485efb5a1df782b5ce3886ad017e2eaae442311f69
-    profiles: ["group1"]
-    command: rabbitmq-server
-    ports:
-      - "127.0.0.1:5672:5672"
-      - "127.0.0.1:15672:15672"
+    profiles: ["testcontainers"]
 
   servicestackredis:
     image: redis:4-alpine@sha256:aaf7c123077a5e45ab2328b5ef7e201b5720616efac498d55e65a7afbb96ae20
-    profiles: ["group1"]
-    command: redis-server --bind 0.0.0.0
-    ports:
-    - "127.0.0.1:6379:6379"
+    profiles: ["testcontainers"]
 
   stackexchangeredis:
     image: redis:4-alpine@sha256:aaf7c123077a5e45ab2328b5ef7e201b5720616efac498d55e65a7afbb96ae20
-    profiles: ["group1"]
-    hostname: stackexchangeredis
-    command: redis-server --bind 0.0.0.0
-    ports:
-    - "127.0.0.1:6389:6379"
+    profiles: ["testcontainers"]
 
   stackexchangeredis-replica:
     image: redis:4-alpine@sha256:aaf7c123077a5e45ab2328b5ef7e201b5720616efac498d55e65a7afbb96ae20
-    profiles: ["group1"]
-    hostname: stackexchangeredis-replica
-    command: redis-server --bind 0.0.0.0 --slaveof stackexchangeredis 6379
-    ports:
-    - "127.0.0.1:6390:6379"
+    profiles: ["testcontainers"]
 
   stackexchangeredis-single:
     image: redis:4-alpine@sha256:aaf7c123077a5e45ab2328b5ef7e201b5720616efac498d55e65a7afbb96ae20
-    profiles: ["group1"]
-    hostname: stackexchangeredis-single
-    command: redis-server --bind 0.0.0.0
-    ports:
-    - "127.0.0.1:6391:6379"
+    profiles: ["testcontainers"]
 
   mongo:
     image: mongo:5.0.31@sha256:54bcd8da3ea5eec561b68c605046c55c6b304387dc4c2bf5b3a5f5064fbb7495
@@ -151,11 +101,8 @@ services:
     command: mongod
 
   couchbase:
-    image: bentonam/couchbase-docker:community-5.0.1@sha256:847440848c80b95d82b12c8834856a14b1bfde854bd03b6acd0f9d0ac3484c63
-    profiles: ["group1"]
-    ports:
-      - "8091-8094:8091-8094"
-      - "11210:11210"
+    image: couchbase:community-6.6.0@sha256:43103efdd4b562366c7a48afa977c4ad148e09c877da28a83a86b2c5ee2daa97
+    profiles: ["testcontainers"]
 
   elasticsearch7:
     image: docker.elastic.co/elasticsearch/elasticsearch:7.14.1@sha256:2dcd2f31e246a8b13995ba24922da2edc3d88e65532ff301d0b92cb1be358af5
@@ -189,44 +136,19 @@ services:
 
   postgres:
     image: postgres:10.5-alpine@sha256:295a08ddd9efa1612c46033f0b96c3976f80f49c7ce29e05916b0af557806117
-    profiles: ["group1"]
-    environment:
-    - POSTGRES_PASSWORD=postgres
-    - POSTGRES_USER=postgres
-    - POSTGRES_DB=postgres
-    ports:
-    - "127.0.0.1:5432:5432"
+    profiles: ["testcontainers"]
 
   mysql:
     image: mysql/mysql-server:8.0@sha256:d6c8301b7834c5b9c2b733b10b7e630f441af7bc917c74dba379f24eeeb6a313
-    profiles: ["group1"]
-    environment:
-    - MYSQL_DATABASE=world
-    - MYSQL_ROOT_PASSWORD=mysqldb
-    - MYSQL_USER=mysqldb
-    - MYSQL_PASSWORD=mysqldb
-    ports:
-    - "127.0.0.1:3307:3306"
+    profiles: ["testcontainers"]
 
   mysql57:
     image: mysql/mysql-server:5.7@sha256:1178cdd375f758968cd834ac4057bae41307e64b7c69a9e145896e7b11f48064
-    profiles: ["group1"]
-    environment:
-    - MYSQL_DATABASE=world
-    - MYSQL_ROOT_PASSWORD=mysqldb
-    - MYSQL_USER=mysqldb
-    - MYSQL_PASSWORD=mysqldb
-    ports:
-    - "127.0.0.1:3407:3306"
+    profiles: ["testcontainers"]
 
   sqlserver:
     image: mcr.microsoft.com/mssql/server:latest@sha256:2cd0aec4a3bfc3cf9205bed3f7922f4c6208f7c767dc62edcee308d0fd7d56d0
-    profiles: ["group1"]
-    ports:
-    - "127.0.0.1:1433:1433"
-    environment:
-    - ACCEPT_EULA=Y
-    - SA_PASSWORD=Strong!Passw0rd
+    profiles: ["testcontainers"]
 
   sqledge:
     image: mcr.microsoft.com/azure-sql-edge:latest@sha256:902628a8be89e35dfb7895ca31d602974c7bafde4d583a0d0873844feb1c42cf
@@ -291,50 +213,13 @@ services:
     ports:
     - "127.0.0.1:8585:8585"
 
-  # See https://github.com/confluentinc/cp-all-in-one/blob/6.1.1-post/cp-all-in-one/docker-compose.yml
-  # For original definitions
   kafka-zookeeper:
     image: confluentinc/cp-zookeeper:6.1.1@sha256:a7c0a20dce46a705300cd464e511e9c70ac55ec7e62c024867470a19ce210563
-    profiles: ["group1"]
-    hostname: kafka-zookeeper
-    container_name: kafka-zookeeper
-    ports:
-      - "2181:2181"
-    restart: unless-stopped
-    environment:
-      ZOOKEEPER_CLIENT_PORT: 2181
-      ZOOKEEPER_TICK_TIME: 2000
+    profiles: ["testcontainers"]
 
   kafka-broker:
     image: confluentinc/cp-server:6.1.1@sha256:4a1ff92bd03e361759ba339c97b4c4b7dbb52d7cea478dda22d034261a8991e4
-    profiles: ["group1"]
-    hostname: kafka-broker
-    container_name: kafka-broker
-    depends_on:
-      - kafka-zookeeper
-    ports:
-      - "9092:9092"
-      - "9101:9101"
-    restart: unless-stopped
-    environment:
-      KAFKA_BROKER_ID: 1
-      KAFKA_ZOOKEEPER_CONNECT: 'kafka-zookeeper:2181'
-      KAFKA_LISTENER_SECURITY_PROTOCOL_MAP: PLAINTEXT:PLAINTEXT,PLAINTEXT_HOST:PLAINTEXT
-      KAFKA_AUTO_CREATE_TOPICS_ENABLE: "false"
-      KAFKA_ADVERTISED_LISTENERS: PLAINTEXT://kafka-broker:29092,PLAINTEXT_HOST://localhost:9092
-      KAFKA_METRIC_REPORTERS: io.confluent.metrics.reporter.ConfluentMetricsReporter
-      KAFKA_OFFSETS_TOPIC_REPLICATION_FACTOR: 1
-      KAFKA_GROUP_INITIAL_REBALANCE_DELAY_MS: 0
-      KAFKA_CONFLUENT_LICENSE_TOPIC_REPLICATION_FACTOR: 1
-      KAFKA_CONFLUENT_BALANCER_TOPIC_REPLICATION_FACTOR: 1
-      KAFKA_TRANSACTION_STATE_LOG_MIN_ISR: 1
-      KAFKA_TRANSACTION_STATE_LOG_REPLICATION_FACTOR: 1
-      KAFKA_JMX_PORT: 9101
-      KAFKA_JMX_HOSTNAME: localhost
-      CONFLUENT_METRICS_REPORTER_BOOTSTRAP_SERVERS: kafka-broker:29092
-      CONFLUENT_METRICS_REPORTER_TOPIC_REPLICAS: 1
-      CONFLUENT_METRICS_ENABLE: 'true'
-      CONFLUENT_SUPPORT_CUSTOMER_ID: 'anonymous'
+    profiles: ["testcontainers"]
 
   openldap:
     image: osixia/openldap:latest@sha256:3f68751292b43564a2586fc29fb7337573e2dad692b92d4e78e49ad5c22e567b
@@ -436,24 +321,11 @@ services:
       - DiffEngine_Disabled=true
       - IncludeAllTestFrameworks
       - MONGO_HOST=mongo
-      - SERVICESTACK_REDIS_HOST=servicestackredis:6379
-      - STACKEXCHANGE_REDIS_HOST=stackexchangeredis:6379,stackexchangeredis-replica:6379
-      - STACKEXCHANGE_REDIS_SINGLE_HOST=stackexchangeredis-single:6379
       - ELASTICSEARCH7_HOST=elasticsearch7:9200
       - ELASTICSEARCH6_HOST=elasticsearch6:9200
       - ELASTICSEARCH5_HOST=elasticsearch5:9200
-      - SQLSERVER_CONNECTION_STRING=Server=sqlserver;User=sa;Password=Strong!Passw0rd;TrustServerCertificate=true
-      - POSTGRES_HOST=postgres
-      - MYSQL_HOST=mysql
-      - MYSQL_PORT=3306
-      - MYSQL57_HOST=mysql57
-      - MYSQL57_PORT=3306
-      - RABBITMQ_HOST=rabbitmq
-      - KAFKA_BROKER_HOST=kafka-broker:29092
       - AWS_SDK_HOST=localstack:4566
       - ORACLE_HOST=oracle
-      - COUCHBASE_HOST=couchbase
-      - COUCHBASE_PORT=8091
       - ASB_CONNECTION_STRING=Endpoint=sb://azureservicebus-emulator:5672;SharedAccessKeyName=RootManageSharedAccessKey;SharedAccessKey=SAS_KEY_VALUE;UseDevelopmentEmulator=true;
       - EVENTHUBS_CONNECTION_STRING=Endpoint=sb://azure-eventhubs-emulator:5672;SharedAccessKeyName=RootManageSharedAccessKey;SharedAccessKey=SAS_KEY_VALUE;UseDevelopmentEmulator=true;
       - COSMOSDB_ENDPOINT=https://cosmosdb-emulator:8081
@@ -653,22 +525,10 @@ services:
     image: andrewlock/wait-for-dependencies:latest@sha256:5d87561de8c019c3954298f707c1f6d7087f620a1ce36c3ec38cdfbc1ec4066e
     profiles: ["group1"]
     depends_on:
-      - servicestackredis
-      - stackexchangeredis
-      - stackexchangeredis-replica
-      - stackexchangeredis-single
-      - sqlserver
-      - postgres
-      - mysql
-      - mysql57
-      - rabbitmq
-      - kafka-broker
-      - kafka-zookeeper
-      - couchbase
       - test-agent
     environment:
       - TIMEOUT_LENGTH=120
-    command: servicestackredis:6379 stackexchangeredis:6379 stackexchangeredis-replica:6379 stackexchangeredis-single:6379 sqlserver:1433 postgres:5432 mysql:3306 mysql57:3306 rabbitmq:5672 kafka-broker:9092 kafka-zookeeper:2181 couchbase:11210 test-agent:8126 test-agent:4317 test-agent:4318
+    command: test-agent:8126 test-agent:4317 test-agent:4318
 
   StartDependencies.Group2:
     image: andrewlock/wait-for-dependencies:latest@sha256:5d87561de8c019c3954298f707c1f6d7087f620a1ce36c3ec38cdfbc1ec4066e
@@ -699,6 +559,7 @@ services:
     command: dotnet /build/bin/Debug/_build.dll RunIntegrationTests
     volumes:
       - ./:/project
+      - /var/run/docker.sock:/var/run/docker.sock
     cap_add:
       - SYS_PTRACE
     environment:
@@ -718,17 +579,9 @@ services:
       - DD_CLR_ENABLE_NGEN=${DD_CLR_ENABLE_NGEN:-1}
       - IncludeAllTestFrameworks
       - MONGO_HOST=mongo_arm64
-      - SERVICESTACK_REDIS_HOST=servicestackredis_arm64:6379
-      - STACKEXCHANGE_REDIS_HOST=stackexchangeredis_arm64:6379,stackexchangeredis_arm64-replica:6379
-      - STACKEXCHANGE_REDIS_SINGLE_HOST=stackexchangeredis_arm64-single:6379
       - ELASTICSEARCH7_HOST=elasticsearch7_arm64:9200
       - ELASTICSEARCH6_HOST=elasticsearch7_arm64:9200
       - ELASTICSEARCH5_HOST=elasticsearch7_arm64:9200
-      - SQLSERVER_CONNECTION_STRING=Server=sqledge_arm64;User=sa;Password=Strong!Passw0rd;TrustServerCertificate=true
-      - POSTGRES_HOST=postgres_arm64
-      - MYSQL_HOST=mysql_arm64
-      - MYSQL_PORT=3306
-      - RABBITMQ_HOST=rabbitmq_arm64
       - AWS_SDK_HOST=localstack_arm64:4566
       - COSMOSDB_ENDPOINT=https://cosmosdb-emulator_arm64:8081
       - DD_LOGGER_DD_API_KEY
@@ -760,16 +613,8 @@ services:
       - RANDOM_SEED
       - TEST_AGENT_HOST=test-agent
     depends_on:
-      - servicestackredis_arm64
-      - stackexchangeredis_arm64
-      - stackexchangeredis_arm64-replica
-      - stackexchangeredis_arm64-single
       - elasticsearch7_arm64
-      - sqledge_arm64
       - mongo_arm64
-      - postgres_arm64
-      - mysql_arm64
-      - rabbitmq_arm64
       - localstack_arm64
       - test-agent
       - cosmosdb-emulator_arm64
@@ -777,22 +622,14 @@ services:
   StartDependencies.ARM64:
     image: andrewlock/wait-for-dependencies:latest@sha256:5d87561de8c019c3954298f707c1f6d7087f620a1ce36c3ec38cdfbc1ec4066e
     depends_on:
-      - servicestackredis_arm64
-      - stackexchangeredis_arm64
-      - stackexchangeredis_arm64-replica
-      - stackexchangeredis_arm64-single
       - elasticsearch7_arm64
-      - sqledge_arm64
       - mongo_arm64
-      - postgres_arm64
-      - mysql_arm64
-      - rabbitmq_arm64
       - localstack_arm64
       - test-agent
       - cosmosdb-emulator_arm64
     environment:
       - TIMEOUT_LENGTH=120
-    command: servicestackredis_arm64:6379 stackexchangeredis_arm64:6379 stackexchangeredis_arm64-replica:6379 stackexchangeredis_arm64-single:6379 elasticsearch7_arm64:9200 sqledge_arm64:1433 mongo_arm64:27017 postgres_arm64:5432 mysql_arm64:3306 rabbitmq_arm64:5672 localstack_arm64:4566 test-agent:8126 test-agent:4317 test-agent:4318 cosmosdb-emulator_arm64:8081
+    command: elasticsearch7_arm64:9200 mongo_arm64:27017 localstack_arm64:4566 test-agent:8126 test-agent:4317 test-agent:4318 cosmosdb-emulator_arm64:8081
 
   IntegrationTests.ARM64.Debugger:
     build:
@@ -865,20 +702,12 @@ services:
   StartDependencies.OSXARM64:
     image: andrewlock/wait-for-dependencies:latest@sha256:5d87561de8c019c3954298f707c1f6d7087f620a1ce36c3ec38cdfbc1ec4066e
     depends_on:
-      - servicestackredis_osx_arm64
-      - stackexchangeredis_osx_arm64
-      - stackexchangeredis_osx_arm64-replica
-      - stackexchangeredis_osx_arm64-single
       - elasticsearch7_osx_arm64
-      - sqledge_osx_arm64
       - mongo_osx_arm64
-      - postgres_osx_arm64
-      - mysql_osx_arm64
-      - rabbitmq_osx_arm64
       - localstack_osx_arm64
     environment:
       - TIMEOUT_LENGTH=120
-    command: servicestackredis_osx_arm64:6379 stackexchangeredis_osx_arm64:6379 stackexchangeredis_osx_arm64-replica:6379 stackexchangeredis_osx_arm64-single:6379 elasticsearch7_osx_arm64:9200 sqledge_osx_arm64:1433 mongo_osx_arm64:27017 postgres_osx_arm64:5432 mysql_osx_arm64:3306 rabbitmq_osx_arm64:5672 localstack_osx_arm64:4566
+    command: elasticsearch7_osx_arm64:9200 mongo_osx_arm64:27017 localstack_osx_arm64:4566
 
   # OSX ARM64 dependencies
 
@@ -911,64 +740,31 @@ services:
 
   mysql_osx_arm64:
     image: mysql/mysql-server:8.0@sha256:d6c8301b7834c5b9c2b733b10b7e630f441af7bc917c74dba379f24eeeb6a313
-    environment:
-      - MYSQL_DATABASE=world
-      - MYSQL_ROOT_PASSWORD=mysqldb
-      - MYSQL_USER=mysqldb
-      - MYSQL_PASSWORD=mysqldb
-    ports:
-      - "3306:3306"
+    profiles: ["testcontainers"]
 
   postgres_osx_arm64:
     image: postgres:10.5-alpine@sha256:295a08ddd9efa1612c46033f0b96c3976f80f49c7ce29e05916b0af557806117
-    environment:
-      - POSTGRES_PASSWORD=postgres
-      - POSTGRES_USER=postgres
-      - POSTGRES_DB=postgres
-    ports:
-      - "5432:5432"
+    profiles: ["testcontainers"]
 
   rabbitmq_osx_arm64:
     image: rabbitmq:3-management@sha256:e582c0bc7766f3342496d8485efb5a1df782b5ce3886ad017e2eaae442311f69
-    command: rabbitmq-server
-    ports:
-      - "5672:5672"
-      - "15672:15672"
+    profiles: ["testcontainers"]
 
   servicestackredis_osx_arm64:
     image: redis:4-alpine@sha256:aaf7c123077a5e45ab2328b5ef7e201b5720616efac498d55e65a7afbb96ae20
-    command: redis-server --bind 0.0.0.0
-    ports:
-      - "6379:6379"
+    profiles: ["testcontainers"]
 
   stackexchangeredis_osx_arm64:
     image: redis:4-alpine@sha256:aaf7c123077a5e45ab2328b5ef7e201b5720616efac498d55e65a7afbb96ae20
-    hostname: stackexchangeredis_osx_arm64
-    command: redis-server --bind 0.0.0.0
-    ports:
-      - "6392:6379"
+    profiles: ["testcontainers"]
 
   stackexchangeredis_osx_arm64-replica:
     image: redis:4-alpine@sha256:aaf7c123077a5e45ab2328b5ef7e201b5720616efac498d55e65a7afbb96ae20
-    hostname: stackexchangeredis_osx_arm64-replica
-    command: redis-server --bind 0.0.0.0 --slaveof stackexchangeredis_osx_arm64 6379
-    ports:
-      - "6390:6379"
+    profiles: ["testcontainers"]
 
   stackexchangeredis_osx_arm64-single:
     image: redis:4-alpine@sha256:aaf7c123077a5e45ab2328b5ef7e201b5720616efac498d55e65a7afbb96ae20
-    hostname: stackexchangeredis_osx_arm64-single
-    command: redis-server --bind 0.0.0.0
-    ports:
-      - "6391:6379"
-
-  sqledge_osx_arm64:
-    image: mcr.microsoft.com/azure-sql-edge:latest@sha256:902628a8be89e35dfb7895ca31d602974c7bafde4d583a0d0873844feb1c42cf
-    ports:
-      - "1433:1433"
-    environment:
-      - ACCEPT_EULA=Y
-      - SA_PASSWORD=Strong!Passw0rd
+    profiles: ["testcontainers"]
 
   # keep syncronized image version with tracer\test\Datadog.Trace.TestHelpers.AutoInstrumentation\Containers\AerospikeFixture.cs
   aerospike:
diff --git a/tracer/build/_build/Build.Steps.cs b/tracer/build/_build/Build.Steps.cs
index 32deb4539513..7e69a341e168 100644
--- a/tracer/build/_build/Build.Steps.cs
+++ b/tracer/build/_build/Build.Steps.cs
@@ -1867,6 +1867,7 @@ void CompileSamplesThatDependOnDatadogTrace()
                     // Don't apply a custom filter to these tests, they should all be able to be run
                     .When(!string.IsNullOrWhiteSpace(AddAreaFilter(Filter)), c => c.SetFilter(AddAreaFilter(Filter)))
                     .When(TestAllPackageVersions, o => o.SetProcessEnvironmentVariable("TestAllPackageVersions", "true"))
+                    .When(IsWin && string.IsNullOrEmpty(Environment.GetEnvironmentVariable("SQLSERVER_CONNECTION_STRING")), o => o.SetProcessEnvironmentVariable("SQLSERVER_CONNECTION_STRING", @"Server=(localdb)\MSSQLLocalDB;Integrated Security=true;Connection Timeout=60"))
                     .When(CodeCoverageEnabled, ConfigureCodeCoverage)
                     .CombineWith(parallelJobs, (s, project) => s
                         .EnableTrxLogOutput(GetResultsDirectory(project))
@@ -1889,6 +1890,7 @@ void CompileSamplesThatDependOnDatadogTrace()
                     .SetLogsDirectory(TestLogsDirectory)
                     .When(!string.IsNullOrWhiteSpace(filter), c => c.SetFilter(filter))
                     .When(TestAllPackageVersions, o => o.SetProcessEnvironmentVariable("TestAllPackageVersions", "true"))
+                    .When(IsWin && string.IsNullOrEmpty(Environment.GetEnvironmentVariable("SQLSERVER_CONNECTION_STRING")), o => o.SetProcessEnvironmentVariable("SQLSERVER_CONNECTION_STRING", @"Server=(localdb)\MSSQLLocalDB;Integrated Security=true;Connection Timeout=60"))
                     .When(CodeCoverageEnabled, ConfigureCodeCoverage)
                     .CombineWith(ClrProfilerIntegrationTests, (s, project) => s
                         .EnableTrxLogOutput(GetResultsDirectory(project))
@@ -2037,6 +2039,7 @@ private string AddAreaFilter(string filter)
                     .SetIsDebugRun(isDebugRun)
                     .SetProcessEnvironmentVariable("MonitoringHomeDirectory", MonitoringHomeDirectory)
                     .SetLogsDirectory(TestLogsDirectory)
+                    .When(IsWin && string.IsNullOrEmpty(Environment.GetEnvironmentVariable("SQLSERVER_CONNECTION_STRING")), o => o.SetProcessEnvironmentVariable("SQLSERVER_CONNECTION_STRING", @"Server=(localdb)\MSSQLLocalDB;Integrated Security=true;Connection Timeout=60"))
                     .When(CodeCoverageEnabled, ConfigureCodeCoverage)
                     .CombineWith(ClrProfilerIntegrationTests, (s, project) => s
                         .EnableTrxLogOutput(GetResultsDirectory(project))
diff --git a/tracer/build/_build/NukeExtensions/DotNetSettingsExtensions.cs b/tracer/build/_build/NukeExtensions/DotNetSettingsExtensions.cs
index d685b370dc3c..1877d9201454 100644
--- a/tracer/build/_build/NukeExtensions/DotNetSettingsExtensions.cs
+++ b/tracer/build/_build/NukeExtensions/DotNetSettingsExtensions.cs
@@ -269,17 +269,9 @@ public static T SetLocalOsxEnvironmentVariables<T>(this T toolSettings)
     {
         return toolSettings
               .SetProcessEnvironmentVariable("MONGO_HOST", "localhost")
-              .SetProcessEnvironmentVariable("SERVICESTACK_REDIS_HOST", "localhost:6379")
-              .SetProcessEnvironmentVariable("STACKEXCHANGE_REDIS_HOST", "localhost:6392,127.0.0.1:6390")
-              .SetProcessEnvironmentVariable("STACKEXCHANGE_REDIS_SINGLE_HOST", "localhost:6391")
               .SetProcessEnvironmentVariable("ELASTICSEARCH7_HOST", "localhost:9200")
               .SetProcessEnvironmentVariable("ELASTICSEARCH6_HOST", "localhost:9200")
               .SetProcessEnvironmentVariable("ELASTICSEARCH5_HOST", "localhost:9200")
-              .SetProcessEnvironmentVariable("SQLSERVER_CONNECTION_STRING", "Server=localhost;User=sa;Password=Strong!Passw0rd")
-              .SetProcessEnvironmentVariable("POSTGRES_HOST", "localhost")
-              .SetProcessEnvironmentVariable("MYSQL_HOST", "localhost")
-              .SetProcessEnvironmentVariable("MYSQL_PORT", "3306")
-              .SetProcessEnvironmentVariable("RABBITMQ_HOST", "localhost")
               .SetProcessEnvironmentVariable("AWS_SDK_HOST", "localhost:4566");
     }
 
diff --git a/tracer/test/Datadog.Trace.ClrProfiler.IntegrationTests/AdoNet/DapperTests.cs b/tracer/test/Datadog.Trace.ClrProfiler.IntegrationTests/AdoNet/DapperTests.cs
index 630e7175ee4c..c9e2d9b618e4 100644
--- a/tracer/test/Datadog.Trace.ClrProfiler.IntegrationTests/AdoNet/DapperTests.cs
+++ b/tracer/test/Datadog.Trace.ClrProfiler.IntegrationTests/AdoNet/DapperTests.cs
@@ -4,7 +4,9 @@
 // </copyright>
 
 using System.Threading.Tasks;
+using Datadog.Trace.ClrProfiler.IntegrationTests.Helpers;
 using Datadog.Trace.TestHelpers;
+using Datadog.Trace.TestHelpers.AutoInstrumentation.Containers;
 using Xunit;
 using Xunit.Abstractions;
 
@@ -12,12 +14,14 @@ namespace Datadog.Trace.ClrProfiler.IntegrationTests.AdoNet
 {
     [Trait("RequiresDockerDependency", "true")]
     [Trait("DockerGroup", "1")]
+    [Collection(PostgresCollection.Name)]
     public class DapperTests : TracingIntegrationTest
     {
-        public DapperTests(ITestOutputHelper output)
+        public DapperTests(ITestOutputHelper output, PostgresFixture postgresFixture)
             : base("Dapper", output)
         {
             SetServiceVersion("1.0.0");
+            ConfigureContainers(postgresFixture);
         }
 
         // Assert Npgsql because the Dapper application uses Postgres for the actual client
diff --git a/tracer/test/Datadog.Trace.ClrProfiler.IntegrationTests/AdoNet/MicrosoftDataSqlClientTests.cs b/tracer/test/Datadog.Trace.ClrProfiler.IntegrationTests/AdoNet/MicrosoftDataSqlClientTests.cs
index 829f9cfd4e5a..5af05af0504c 100644
--- a/tracer/test/Datadog.Trace.ClrProfiler.IntegrationTests/AdoNet/MicrosoftDataSqlClientTests.cs
+++ b/tracer/test/Datadog.Trace.ClrProfiler.IntegrationTests/AdoNet/MicrosoftDataSqlClientTests.cs
@@ -10,6 +10,7 @@
 using Datadog.Trace.ClrProfiler.IntegrationTests.Helpers;
 using Datadog.Trace.Configuration;
 using Datadog.Trace.TestHelpers;
+using Datadog.Trace.TestHelpers.AutoInstrumentation.Containers;
 using FluentAssertions;
 using Xunit;
 using Xunit.Abstractions;
@@ -18,12 +19,14 @@ namespace Datadog.Trace.ClrProfiler.IntegrationTests.AdoNet
 {
     [Trait("RequiresDockerDependency", "true")]
     [Trait("DockerGroup", "1")]
+    [Collection(SqlServerCollection.Name)]
     public class MicrosoftDataSqlClientTests : TracingIntegrationTest
     {
-        public MicrosoftDataSqlClientTests(ITestOutputHelper output)
+        public MicrosoftDataSqlClientTests(ITestOutputHelper output, SqlServerFixture sqlServerFixture)
             : base("Microsoft.Data.SqlClient", output)
         {
             SetServiceVersion("1.0.0");
+            ConfigureContainers(sqlServerFixture);
         }
 
         public override Result ValidateIntegrationSpan(MockSpan span, string metadataSchemaVersion) => span.IsSqlClient(metadataSchemaVersion);
diff --git a/tracer/test/Datadog.Trace.ClrProfiler.IntegrationTests/AdoNet/MySqlCommandTests.cs b/tracer/test/Datadog.Trace.ClrProfiler.IntegrationTests/AdoNet/MySqlCommandTests.cs
index d41bbef6350c..05b7b8b2dd31 100644
--- a/tracer/test/Datadog.Trace.ClrProfiler.IntegrationTests/AdoNet/MySqlCommandTests.cs
+++ b/tracer/test/Datadog.Trace.ClrProfiler.IntegrationTests/AdoNet/MySqlCommandTests.cs
@@ -12,6 +12,7 @@
 using Datadog.Trace.ClrProfiler.IntegrationTests.Helpers;
 using Datadog.Trace.Configuration;
 using Datadog.Trace.TestHelpers;
+using Datadog.Trace.TestHelpers.AutoInstrumentation.Containers;
 using FluentAssertions;
 using VerifyXunit;
 using Xunit;
@@ -22,12 +23,19 @@ namespace Datadog.Trace.ClrProfiler.IntegrationTests.AdoNet
     [Trait("RequiresDockerDependency", "true")]
     [Trait("DockerGroup", "1")]
     [UsesVerify]
+    [Collection(MySqlCollection.Name)]
     public class MySqlCommandTests : TracingIntegrationTest
     {
-        public MySqlCommandTests(ITestOutputHelper output)
+        private readonly MySql8Fixture _mySql8Fixture;
+        private readonly MySql57Fixture _mySql57Fixture;
+
+        public MySqlCommandTests(ITestOutputHelper output, MySql8Fixture mySql8Fixture, MySql57Fixture mySql57Fixture)
             : base("MySql", output)
         {
+            _mySql8Fixture = mySql8Fixture;
+            _mySql57Fixture = mySql57Fixture;
             SetServiceVersion("1.0.0");
+            ConfigureContainers(mySql8Fixture, mySql57Fixture);
         }
 
         public override Result ValidateIntegrationSpan(MockSpan span, string metadataSchemaVersion) => span.IsMySql(metadataSchemaVersion);
@@ -121,6 +129,12 @@ private async Task SubmitsTraces(string packageVersion, string metadataSchemaVer
 
             var settings = VerifyHelper.GetSpanVerifierSettings();
             settings.AddRegexScrubber(new Regex("MySql-Test-[a-zA-Z0-9]{32}"), "MySql-Test-GUID");
+            settings.AddSimpleScrubber($"out.host: {_mySql8Fixture.Host}", "out.host: mysql");
+            if (_mySql57Fixture.Host is { } mySql57Host)
+            {
+                settings.AddSimpleScrubber($"out.host: {mySql57Host}", "out.host: mysql");
+            }
+
             settings.AddSimpleScrubber("out.host: localhost", "out.host: mysql");
             settings.AddSimpleScrubber("out.host: mysql57", "out.host: mysql");
             settings.AddSimpleScrubber("out.host: mysql_arm64", "out.host: mysql");
diff --git a/tracer/test/Datadog.Trace.ClrProfiler.IntegrationTests/AdoNet/MySqlConnectorTests.cs b/tracer/test/Datadog.Trace.ClrProfiler.IntegrationTests/AdoNet/MySqlConnectorTests.cs
index d6a65e4419a4..1eab27fa048d 100644
--- a/tracer/test/Datadog.Trace.ClrProfiler.IntegrationTests/AdoNet/MySqlConnectorTests.cs
+++ b/tracer/test/Datadog.Trace.ClrProfiler.IntegrationTests/AdoNet/MySqlConnectorTests.cs
@@ -10,6 +10,7 @@
 using Datadog.Trace.ClrProfiler.IntegrationTests.Helpers;
 using Datadog.Trace.Configuration;
 using Datadog.Trace.TestHelpers;
+using Datadog.Trace.TestHelpers.AutoInstrumentation.Containers;
 using FluentAssertions;
 using Xunit;
 using Xunit.Abstractions;
@@ -18,12 +19,14 @@ namespace Datadog.Trace.ClrProfiler.IntegrationTests.AdoNet
 {
     [Trait("RequiresDockerDependency", "true")]
     [Trait("DockerGroup", "1")]
+    [Collection(MySqlConnectorCollection.Name)]
     public class MySqlConnectorTests : TracingIntegrationTest
     {
-        public MySqlConnectorTests(ITestOutputHelper output)
+        public MySqlConnectorTests(ITestOutputHelper output, MySql8Fixture mySqlFixture)
             : base("MySqlConnector", output)
         {
             SetServiceVersion("1.0.0");
+            ConfigureContainers(mySqlFixture);
         }
 
         public override Result ValidateIntegrationSpan(MockSpan span, string metadataSchemaVersion) => span.IsMySql(metadataSchemaVersion);
diff --git a/tracer/test/Datadog.Trace.ClrProfiler.IntegrationTests/AdoNet/NpgsqlCommandTests.cs b/tracer/test/Datadog.Trace.ClrProfiler.IntegrationTests/AdoNet/NpgsqlCommandTests.cs
index 41685a8ccb67..52e2eaca9bc3 100644
--- a/tracer/test/Datadog.Trace.ClrProfiler.IntegrationTests/AdoNet/NpgsqlCommandTests.cs
+++ b/tracer/test/Datadog.Trace.ClrProfiler.IntegrationTests/AdoNet/NpgsqlCommandTests.cs
@@ -11,6 +11,7 @@
 using Datadog.Trace.ClrProfiler.IntegrationTests.Helpers;
 using Datadog.Trace.Configuration;
 using Datadog.Trace.TestHelpers;
+using Datadog.Trace.TestHelpers.AutoInstrumentation.Containers;
 using FluentAssertions;
 using VerifyXunit;
 using Xunit;
@@ -21,12 +22,17 @@ namespace Datadog.Trace.ClrProfiler.IntegrationTests.AdoNet
     [Trait("RequiresDockerDependency", "true")]
     [Trait("DockerGroup", "1")]
     [UsesVerify]
+    [Collection(PostgresCollection.Name)]
     public class NpgsqlCommandTests : TracingIntegrationTest
     {
-        public NpgsqlCommandTests(ITestOutputHelper output)
+        private readonly PostgresFixture _postgresFixture;
+
+        public NpgsqlCommandTests(ITestOutputHelper output, PostgresFixture postgresFixture)
             : base("Npgsql", output)
         {
+            _postgresFixture = postgresFixture;
             SetServiceVersion("1.0.0");
+            ConfigureContainers(postgresFixture);
         }
 
         public override Result ValidateIntegrationSpan(MockSpan span, string metadataSchemaVersion) => span.IsNpgsql(metadataSchemaVersion);
@@ -77,6 +83,7 @@ public async Task SubmitsTraces(
 
             var settings = VerifyHelper.GetSpanVerifierSettings();
             settings.AddRegexScrubber(new Regex("Npgsql-Test-[a-zA-Z0-9]{32}"), "Npgsql-Test-GUID");
+            settings.AddSimpleScrubber($"out.host: {_postgresFixture.Host}", "out.host: postgres");
             settings.AddSimpleScrubber("out.host: localhost", "out.host: postgres");
             settings.AddSimpleScrubber("out.host: postgres_arm64", "out.host: postgres");
 
diff --git a/tracer/test/Datadog.Trace.ClrProfiler.IntegrationTests/AdoNet/SystemDataSqlClientTests.cs b/tracer/test/Datadog.Trace.ClrProfiler.IntegrationTests/AdoNet/SystemDataSqlClientTests.cs
index 2cddaa7f3a29..1282ef06b7a9 100644
--- a/tracer/test/Datadog.Trace.ClrProfiler.IntegrationTests/AdoNet/SystemDataSqlClientTests.cs
+++ b/tracer/test/Datadog.Trace.ClrProfiler.IntegrationTests/AdoNet/SystemDataSqlClientTests.cs
@@ -12,6 +12,7 @@
 using Datadog.Trace.Configuration;
 using Datadog.Trace.ExtensionMethods;
 using Datadog.Trace.TestHelpers;
+using Datadog.Trace.TestHelpers.AutoInstrumentation.Containers;
 using FluentAssertions;
 using VerifyXunit;
 using Xunit;
@@ -22,12 +23,17 @@ namespace Datadog.Trace.ClrProfiler.IntegrationTests.AdoNet
     [Trait("RequiresDockerDependency", "true")]
     [Trait("DockerGroup", "1")]
     [UsesVerify]
+    [Collection(SqlServerCollection.Name)]
     public class SystemDataSqlClientTests : TracingIntegrationTest
     {
-        public SystemDataSqlClientTests(ITestOutputHelper output)
+        private readonly SqlServerFixture _sqlServerFixture;
+
+        public SystemDataSqlClientTests(ITestOutputHelper output, SqlServerFixture sqlServerFixture)
             : base("SqlServer", output)
         {
+            _sqlServerFixture = sqlServerFixture;
             SetServiceVersion("1.0.0");
+            ConfigureContainers(sqlServerFixture);
         }
 
         public override Result ValidateIntegrationSpan(MockSpan span, string metadataSchemaVersion) => span.IsSqlClient(metadataSchemaVersion);
@@ -97,6 +103,12 @@ public async Task SubmitsTraces(
                 builder.Append(filtered);
             });
 
+            if (_sqlServerFixture.HostAndPort is { } hostAndPort)
+            {
+                settings.AddSimpleScrubber($"out.host: {hostAndPort}", "out.host: sqlserver");
+                settings.AddSimpleScrubber($"peer.service: {hostAndPort}", "peer.service: sqlserver");
+            }
+
             settings.AddSimpleScrubber("out.host: localhost", "out.host: sqlserver");
             settings.AddSimpleScrubber("out.host: (localdb)\\MSSQLLocalDB", "out.host: sqlserver");
             settings.AddSimpleScrubber("out.host: sqledge_arm64", "out.host: sqlserver");
diff --git a/tracer/test/Datadog.Trace.ClrProfiler.IntegrationTests/AerospikeTests.cs b/tracer/test/Datadog.Trace.ClrProfiler.IntegrationTests/AerospikeTests.cs
index 63cb6c7aa8bd..47ecbed11028 100644
--- a/tracer/test/Datadog.Trace.ClrProfiler.IntegrationTests/AerospikeTests.cs
+++ b/tracer/test/Datadog.Trace.ClrProfiler.IntegrationTests/AerospikeTests.cs
@@ -7,6 +7,7 @@
 using System.Collections.Generic;
 using System.Linq;
 using System.Threading.Tasks;
+using Datadog.Trace.ClrProfiler.IntegrationTests.Helpers;
 using Datadog.Trace.Configuration;
 using Datadog.Trace.TestHelpers;
 using Datadog.Trace.TestHelpers.AutoInstrumentation.Containers;
@@ -21,7 +22,8 @@ namespace Datadog.Trace.ClrProfiler.IntegrationTests
     [Trait("RequiresDockerDependency", "true")]
     [Trait("DockerGroup", "2")]
     [UsesVerify]
-    public class AerospikeTests : TracingIntegrationTest, IClassFixture<AerospikeFixture>
+    [Collection(AerospikeCollection.Name)]
+    public class AerospikeTests : TracingIntegrationTest
     {
         public AerospikeTests(ITestOutputHelper output, AerospikeFixture aerospikeFixture)
             : base("Aerospike", output)
diff --git a/tracer/test/Datadog.Trace.ClrProfiler.IntegrationTests/Couchbase3Tests.cs b/tracer/test/Datadog.Trace.ClrProfiler.IntegrationTests/Couchbase3Tests.cs
index 3834d75b17cc..b7862b1874d5 100644
--- a/tracer/test/Datadog.Trace.ClrProfiler.IntegrationTests/Couchbase3Tests.cs
+++ b/tracer/test/Datadog.Trace.ClrProfiler.IntegrationTests/Couchbase3Tests.cs
@@ -8,8 +8,10 @@
 using System.Linq;
 using System.Text.RegularExpressions;
 using System.Threading.Tasks;
+using Datadog.Trace.ClrProfiler.IntegrationTests.Helpers;
 using Datadog.Trace.Configuration;
 using Datadog.Trace.TestHelpers;
+using Datadog.Trace.TestHelpers.AutoInstrumentation.Containers;
 using FluentAssertions.Execution;
 using VerifyXunit;
 using Xunit;
@@ -20,12 +22,17 @@ namespace Datadog.Trace.ClrProfiler.IntegrationTests
     [UsesVerify]
     [Trait("RequiresDockerDependency", "true")]
     [Trait("DockerGroup", "1")]
+    [Collection(CouchbaseCollection.Name)]
     public class Couchbase3Tests : TracingIntegrationTest
     {
-        public Couchbase3Tests(ITestOutputHelper output)
+        private readonly CouchbaseFixture _couchbaseFixture;
+
+        public Couchbase3Tests(ITestOutputHelper output, CouchbaseFixture couchbaseFixture)
             : base("Couchbase3", output)
         {
+            _couchbaseFixture = couchbaseFixture;
             SetServiceVersion("1.0.0");
+            ConfigureContainers(couchbaseFixture);
         }
 
         public static IEnumerable<object[]> GetEnabledConfig()
@@ -74,6 +81,10 @@ public async Task SubmitTraces(string packageVersion, string metadataSchemaVersi
                 settings.AddSimpleScrubber("db.couchbase.seed.nodes: localhost", "db.couchbase.seed.nodes: couchbase");
                 settings.AddSimpleScrubber("out.host: localhost", "out.host: couchbase");
                 settings.AddSimpleScrubber("peer.service: localhost", "peer.service: couchbase");
+                settings.AddRegexScrubber(new Regex($@"db.couchbase.seed.nodes: {Regex.Escape(_couchbaseFixture.Host)}(?::[0-9]+)?"), "db.couchbase.seed.nodes: couchbase");
+                settings.AddSimpleScrubber($"out.host: {_couchbaseFixture.Host}", "out.host: couchbase");
+                settings.AddRegexScrubber(new Regex($@"peer.service: {Regex.Escape(_couchbaseFixture.Host)}(?::[0-9]+)?"), "peer.service: couchbase");
+                settings.AddSimpleScrubber($"couchbase.operation.bucket: {_couchbaseFixture.BucketName}", "couchbase.operation.bucket: default");
 
                 // theres' a fair amount less in 3.0.7 - fewer spans, different terminology etc
 
@@ -126,7 +137,7 @@ private static string GetVersionSuffix(string packageVersion)
                 return "_3_4";
             }
 
-            return string.Empty;
+            return version < new Version("3.8.0") ? string.Empty : "_3_8";
         }
 
         private static Version GetPackageVersion(string packageVersion)
diff --git a/tracer/test/Datadog.Trace.ClrProfiler.IntegrationTests/CouchbaseTests.cs b/tracer/test/Datadog.Trace.ClrProfiler.IntegrationTests/CouchbaseTests.cs
index 6d4644e9699c..a35bc54853b1 100644
--- a/tracer/test/Datadog.Trace.ClrProfiler.IntegrationTests/CouchbaseTests.cs
+++ b/tracer/test/Datadog.Trace.ClrProfiler.IntegrationTests/CouchbaseTests.cs
@@ -6,9 +6,11 @@
 using System.Collections.Generic;
 using System.Linq;
 using System.Threading.Tasks;
+using Datadog.Trace.ClrProfiler.IntegrationTests.Helpers;
 using Datadog.Trace.Configuration;
 using Datadog.Trace.ExtensionMethods;
 using Datadog.Trace.TestHelpers;
+using Datadog.Trace.TestHelpers.AutoInstrumentation.Containers;
 using Xunit;
 using Xunit.Abstractions;
 
@@ -16,12 +18,14 @@ namespace Datadog.Trace.ClrProfiler.IntegrationTests
 {
     [Trait("RequiresDockerDependency", "true")]
     [Trait("DockerGroup", "1")]
+    [Collection(CouchbaseCollection.Name)]
     public class CouchbaseTests : TracingIntegrationTest
     {
-        public CouchbaseTests(ITestOutputHelper output)
+        public CouchbaseTests(ITestOutputHelper output, CouchbaseFixture couchbaseFixture)
             : base("Couchbase", output)
         {
             SetServiceVersion("1.0.0");
+            ConfigureContainers(couchbaseFixture);
         }
 
         public static IEnumerable<object[]> GetEnabledConfig()
diff --git a/tracer/test/Datadog.Trace.ClrProfiler.IntegrationTests/CustomTestFramework.cs b/tracer/test/Datadog.Trace.ClrProfiler.IntegrationTests/CustomTestFramework.cs
index a81d67e89b12..8048439bd367 100644
--- a/tracer/test/Datadog.Trace.ClrProfiler.IntegrationTests/CustomTestFramework.cs
+++ b/tracer/test/Datadog.Trace.ClrProfiler.IntegrationTests/CustomTestFramework.cs
@@ -12,7 +12,7 @@
 
 namespace Datadog.Trace.ClrProfiler.IntegrationTests
 {
-    public class CustomTestFramework : TestHelpers.AutoInstrumentation.DockerTestFramework
+    public class CustomTestFramework : TestHelpers.CustomTestFramework
     {
         public CustomTestFramework(IMessageSink messageSink)
             : base(messageSink, typeof(Instrumentation))
diff --git a/tracer/test/Datadog.Trace.ClrProfiler.IntegrationTests/DataStreamsMonitoringKafkaTests.cs b/tracer/test/Datadog.Trace.ClrProfiler.IntegrationTests/DataStreamsMonitoringKafkaTests.cs
index 65204d18f733..cc9adfe20da6 100644
--- a/tracer/test/Datadog.Trace.ClrProfiler.IntegrationTests/DataStreamsMonitoringKafkaTests.cs
+++ b/tracer/test/Datadog.Trace.ClrProfiler.IntegrationTests/DataStreamsMonitoringKafkaTests.cs
@@ -7,8 +7,10 @@
 using System.Collections.Generic;
 using System.Linq;
 using System.Threading.Tasks;
+using Datadog.Trace.ClrProfiler.IntegrationTests.Helpers;
 using Datadog.Trace.Configuration;
 using Datadog.Trace.TestHelpers;
+using Datadog.Trace.TestHelpers.AutoInstrumentation.Containers;
 using Datadog.Trace.TestHelpers.DataStreamsMonitoring;
 using FluentAssertions;
 using FluentAssertions.Execution;
@@ -19,15 +21,16 @@
 namespace Datadog.Trace.ClrProfiler.IntegrationTests;
 
 [UsesVerify]
-[Collection(nameof(KafkaTests.KafkaTestsCollection))]
+[Collection(KafkaCollection.Name)]
 [Trait("RequiresDockerDependency", "true")]
 [Trait("DockerGroup", "1")]
 public class DataStreamsMonitoringKafkaTests : TestHelper
 {
-    public DataStreamsMonitoringKafkaTests(ITestOutputHelper output)
+    public DataStreamsMonitoringKafkaTests(ITestOutputHelper output, KafkaFixture kafkaFixture)
         : base("DataStreams.Kafka", output)
     {
         SetServiceVersion("1.0.0");
+        ConfigureContainers(kafkaFixture);
     }
 
     public static IEnumerable<object[]> GetKafkaTestData()
diff --git a/tracer/test/Datadog.Trace.ClrProfiler.IntegrationTests/DataStreamsMonitoringRabbitMQTests.cs b/tracer/test/Datadog.Trace.ClrProfiler.IntegrationTests/DataStreamsMonitoringRabbitMQTests.cs
index c30d7d85c92e..a7f3163578bc 100644
--- a/tracer/test/Datadog.Trace.ClrProfiler.IntegrationTests/DataStreamsMonitoringRabbitMQTests.cs
+++ b/tracer/test/Datadog.Trace.ClrProfiler.IntegrationTests/DataStreamsMonitoringRabbitMQTests.cs
@@ -7,8 +7,10 @@
 using System.Collections.Immutable;
 using System.Linq;
 using System.Threading.Tasks;
+using Datadog.Trace.ClrProfiler.IntegrationTests.Helpers;
 using Datadog.Trace.Configuration;
 using Datadog.Trace.TestHelpers;
+using Datadog.Trace.TestHelpers.AutoInstrumentation.Containers;
 using Datadog.Trace.TestHelpers.DataStreamsMonitoring;
 using FluentAssertions;
 using FluentAssertions.Execution;
@@ -22,12 +24,14 @@ namespace Datadog.Trace.ClrProfiler.IntegrationTests;
 [UsesVerify]
 [Trait("RequiresDockerDependency", "true")]
 [Trait("DockerGroup", "1")]
+[Collection(RabbitMqCollection.Name)]
 public class DataStreamsMonitoringRabbitMQTests : TestHelper
 {
-    public DataStreamsMonitoringRabbitMQTests(ITestOutputHelper output)
+    public DataStreamsMonitoringRabbitMQTests(ITestOutputHelper output, RabbitMqFixture rabbitMqFixture)
         : base("DataStreams.RabbitMQ", output)
     {
         SetServiceVersion("1.0.0");
+        ConfigureContainers(rabbitMqFixture);
     }
 
     [SkippableTheory]
diff --git a/tracer/test/Datadog.Trace.ClrProfiler.IntegrationTests/Datadog.Trace.ClrProfiler.IntegrationTests.csproj b/tracer/test/Datadog.Trace.ClrProfiler.IntegrationTests/Datadog.Trace.ClrProfiler.IntegrationTests.csproj
index dd3a4309eab1..0e8c9543bb64 100644
--- a/tracer/test/Datadog.Trace.ClrProfiler.IntegrationTests/Datadog.Trace.ClrProfiler.IntegrationTests.csproj
+++ b/tracer/test/Datadog.Trace.ClrProfiler.IntegrationTests/Datadog.Trace.ClrProfiler.IntegrationTests.csproj
@@ -32,7 +32,7 @@
     <PackageReference Include="System.Diagnostics.DiagnosticSource" Version="8.0.1" />
     <PackageReference Include="System.Collections.Immutable" Version="6.0.0" />
 
-    <PackageReference Include="Testcontainers" Version="3.6.0" />
+    <PackageReference Include="Testcontainers" Version="4.11.0" />
     <PackageReference Include="StrongNamer" Version="0.2.5" />  
   </ItemGroup>
 
diff --git a/tracer/test/Datadog.Trace.ClrProfiler.IntegrationTests/Helpers/ContainersCollection.cs b/tracer/test/Datadog.Trace.ClrProfiler.IntegrationTests/Helpers/ContainersCollection.cs
new file mode 100644
index 000000000000..8439c89b0c65
--- /dev/null
+++ b/tracer/test/Datadog.Trace.ClrProfiler.IntegrationTests/Helpers/ContainersCollection.cs
@@ -0,0 +1,70 @@
+// <copyright file="ContainersCollection.cs" company="Datadog">
+// Unless explicitly stated otherwise all files in this repository are licensed under the Apache 2 License.
+// This product includes software developed at Datadog (https://www.datadoghq.com/). Copyright 2017 Datadog, Inc.
+// </copyright>
+#pragma warning disable SA1649 // File name should match first type name (this will just store all the classes)
+#pragma warning disable SA1402 // File may only contain a single type (this will just store all the classes)
+using Datadog.Trace.TestHelpers.AutoInstrumentation.Containers;
+using Xunit;
+
+namespace Datadog.Trace.ClrProfiler.IntegrationTests.Helpers
+{
+    // Container-backed collections must set DisableParallelization = true. CustomTestFramework only auto-serializes
+    // collections whose display name contains the assembly namespace, which named [CollectionDefinition]s lose.
+    [CollectionDefinition(Name, DisableParallelization = true)]
+    public class AerospikeCollection : ICollectionFixture<AerospikeFixture>
+    {
+        public const string Name = "Aerospike";
+    }
+
+    [CollectionDefinition(Name, DisableParallelization = true)]
+    public class ServiceStackRedisCollection : ICollectionFixture<ServiceStackRedisFixture>
+    {
+        public const string Name = "ServiceStackRedis";
+    }
+
+    [CollectionDefinition(Name, DisableParallelization = true)]
+    public class SqlServerCollection : ICollectionFixture<SqlServerFixture>
+    {
+        public const string Name = "SqlServer";
+    }
+
+    [CollectionDefinition(Name, DisableParallelization = true)]
+    public class PostgresCollection : ICollectionFixture<PostgresFixture>
+    {
+        public const string Name = "Postgres";
+    }
+
+    [CollectionDefinition(Name, DisableParallelization = true)]
+    public class MySqlCollection : ICollectionFixture<MySql8Fixture>, ICollectionFixture<MySql57Fixture>
+    {
+        public const string Name = "MySql";
+    }
+
+    [CollectionDefinition(Name, DisableParallelization = true)]
+    public class MySqlConnectorCollection : ICollectionFixture<MySql8Fixture>
+    {
+        public const string Name = "MySqlConnector";
+    }
+
+    [CollectionDefinition(Name, DisableParallelization = true)]
+    public class RabbitMqCollection : ICollectionFixture<RabbitMqFixture>
+    {
+        public const string Name = "RabbitMq";
+    }
+
+    [CollectionDefinition(Name, DisableParallelization = true)]
+    public class KafkaCollection : ICollectionFixture<KafkaFixture>
+    {
+        public const string Name = "Kafka";
+    }
+
+    [CollectionDefinition(Name, DisableParallelization = true)]
+    public class CouchbaseCollection : ICollectionFixture<CouchbaseFixture>
+    {
+        public const string Name = "Couchbase";
+    }
+}
+
+#pragma warning restore SA1649 // File name should match first type name
+#pragma warning restore SA1402 // File may only contain a single type
diff --git a/tracer/test/Datadog.Trace.ClrProfiler.IntegrationTests/KafkaTests.cs b/tracer/test/Datadog.Trace.ClrProfiler.IntegrationTests/KafkaTests.cs
index e6747c218a0f..9de624282466 100644
--- a/tracer/test/Datadog.Trace.ClrProfiler.IntegrationTests/KafkaTests.cs
+++ b/tracer/test/Datadog.Trace.ClrProfiler.IntegrationTests/KafkaTests.cs
@@ -9,8 +9,10 @@
 using System.Linq;
 using System.Text.RegularExpressions;
 using System.Threading.Tasks;
+using Datadog.Trace.ClrProfiler.IntegrationTests.Helpers;
 using Datadog.Trace.Configuration;
 using Datadog.Trace.TestHelpers;
+using Datadog.Trace.TestHelpers.AutoInstrumentation.Containers;
 using FluentAssertions;
 using FluentAssertions.Execution;
 using Xunit;
@@ -18,7 +20,7 @@
 
 namespace Datadog.Trace.ClrProfiler.IntegrationTests
 {
-    [Collection(nameof(KafkaTestsCollection))]
+    [Collection(KafkaCollection.Name)]
     [Trait("RequiresDockerDependency", "true")]
     [Trait("DockerGroup", "1")]
     public class KafkaTests : TracingIntegrationTest
@@ -38,10 +40,11 @@ public class KafkaTests : TracingIntegrationTest
 
         private const string ErrorProducerResourceName = "Produce Topic INVALID-TOPIC";
 
-        public KafkaTests(ITestOutputHelper output)
+        public KafkaTests(ITestOutputHelper output, KafkaFixture kafkaFixture)
             : base("Kafka", output)
         {
             SetServiceVersion("1.0.0");
+            ConfigureContainers(kafkaFixture);
         }
 
         public static IEnumerable<object[]> GetEnabledConfig()
@@ -209,10 +212,5 @@ private string GetSuccessfulResourceName(string type, string topic)
         {
             return $"{type} Topic {topic}";
         }
-
-        [CollectionDefinition(nameof(KafkaTestsCollection), DisableParallelization = true)]
-        public class KafkaTestsCollection
-        {
-        }
     }
 }
diff --git a/tracer/test/Datadog.Trace.ClrProfiler.IntegrationTests/RabbitMQTests.cs b/tracer/test/Datadog.Trace.ClrProfiler.IntegrationTests/RabbitMQTests.cs
index af004a62650c..342dedc41d51 100644
--- a/tracer/test/Datadog.Trace.ClrProfiler.IntegrationTests/RabbitMQTests.cs
+++ b/tracer/test/Datadog.Trace.ClrProfiler.IntegrationTests/RabbitMQTests.cs
@@ -9,9 +9,11 @@
 using System.Text;
 using System.Text.RegularExpressions;
 using System.Threading.Tasks;
+using Datadog.Trace.ClrProfiler.IntegrationTests.Helpers;
 using Datadog.Trace.Configuration;
 using Datadog.Trace.ExtensionMethods;
 using Datadog.Trace.TestHelpers;
+using Datadog.Trace.TestHelpers.AutoInstrumentation.Containers;
 using FluentAssertions.Execution;
 using VerifyXunit;
 using Xunit;
@@ -22,12 +24,17 @@ namespace Datadog.Trace.ClrProfiler.IntegrationTests
     [UsesVerify]
     [Trait("RequiresDockerDependency", "true")]
     [Trait("DockerGroup", "1")]
+    [Collection(RabbitMqCollection.Name)]
     public class RabbitMQTests : TracingIntegrationTest
     {
-        public RabbitMQTests(ITestOutputHelper output)
+        private readonly RabbitMqFixture _rabbitMqFixture;
+
+        public RabbitMQTests(ITestOutputHelper output, RabbitMqFixture rabbitMqFixture)
             : base("RabbitMQ", output)
         {
+            _rabbitMqFixture = rabbitMqFixture;
             SetServiceVersion("1.0.0");
+            ConfigureContainers(rabbitMqFixture);
         }
 
         public static IEnumerable<object[]> GetEnabledConfig()
@@ -78,6 +85,8 @@ public async Task SubmitTraces(string packageVersion, string metadataSchemaVersi
 
                 // We generate a new queue name for the "default" queue with each run
                 settings.AddScrubber(QueueScrubber.ReplaceRabbitMqQueues);
+                settings.AddSimpleScrubber($"out.host: {_rabbitMqFixture.Host}", "out.host: rabbitmq");
+                settings.AddSimpleScrubber($"peer.service: {_rabbitMqFixture.Host}", "peer.service: rabbitmq");
                 settings.AddSimpleScrubber("out.host: localhost", "out.host: rabbitmq");
                 settings.AddSimpleScrubber("out.host: rabbitmq_arm64", "out.host: rabbitmq");
                 settings.AddSimpleScrubber("peer.service: localhost", "peer.service: rabbitmq");
diff --git a/tracer/test/Datadog.Trace.ClrProfiler.IntegrationTests/ServiceStackRedisTests.cs b/tracer/test/Datadog.Trace.ClrProfiler.IntegrationTests/ServiceStackRedisTests.cs
index ae359488f067..96a6d98d95d2 100644
--- a/tracer/test/Datadog.Trace.ClrProfiler.IntegrationTests/ServiceStackRedisTests.cs
+++ b/tracer/test/Datadog.Trace.ClrProfiler.IntegrationTests/ServiceStackRedisTests.cs
@@ -3,13 +3,14 @@
 // This product includes software developed at Datadog (https://www.datadoghq.com/). Copyright 2017 Datadog, Inc.
 // </copyright>
 
-using System;
 using System.Collections.Generic;
 using System.Linq;
 using System.Threading.Tasks;
+using Datadog.Trace.ClrProfiler.IntegrationTests.Helpers;
 using Datadog.Trace.Configuration;
 using Datadog.Trace.ExtensionMethods;
 using Datadog.Trace.TestHelpers;
+using Datadog.Trace.TestHelpers.AutoInstrumentation.Containers;
 using FluentAssertions;
 using FluentAssertions.Execution;
 using VerifyXunit;
@@ -21,12 +22,17 @@ namespace Datadog.Trace.ClrProfiler.IntegrationTests
     [Trait("RequiresDockerDependency", "true")]
     [Trait("DockerGroup", "1")]
     [UsesVerify]
+    [Collection(ServiceStackRedisCollection.Name)]
     public class ServiceStackRedisTests : TracingIntegrationTest
     {
-        public ServiceStackRedisTests(ITestOutputHelper output)
+        private readonly ServiceStackRedisFixture _redisFixture;
+
+        public ServiceStackRedisTests(ITestOutputHelper output, ServiceStackRedisFixture redisFixture)
             : base("ServiceStack.Redis", output)
         {
+            _redisFixture = redisFixture;
             SetServiceVersion("1.0.0");
+            ConfigureContainers(redisFixture);
         }
 
         public static IEnumerable<object[]> GetEnabledConfig()
@@ -64,9 +70,9 @@ public async Task SubmitsTraces(string packageVersion, string metadataSchemaVers
                 spans.Count.Should().Be(expectedSpans);
                 ValidateIntegrationSpans(spans, metadataSchemaVersion, expectedServiceName: clientSpanServiceName, isExternalSpan);
 
-                var host = Environment.GetEnvironmentVariable("SERVICESTACK_REDIS_HOST") ?? "localhost:6379";
-                var port = host.Substring(host.IndexOf(':') + 1);
-                host = host.Substring(0, host.IndexOf(':'));
+                var redisHost = _redisFixture.GetEnvironmentVariables().First(kvp => kvp.Key == "SERVICESTACK_REDIS_HOST").Value;
+                var port = redisHost.Substring(redisHost.IndexOf(':') + 1);
+                var host = redisHost.Substring(0, redisHost.IndexOf(':'));
 
                 var settings = VerifyHelper.GetSpanVerifierSettings();
                 settings.UseFileName($"{nameof(ServiceStackRedisTests)}.RunServiceStack" + $".Schema{metadataSchemaVersion.ToUpper()}");
diff --git a/tracer/test/Datadog.Trace.ClrProfiler.IntegrationTests/SmokeTests/ServiceBusMinimalMassTransitTest.cs b/tracer/test/Datadog.Trace.ClrProfiler.IntegrationTests/SmokeTests/ServiceBusMinimalMassTransitTest.cs
index f387d92dd64c..0b08d02f8c97 100644
--- a/tracer/test/Datadog.Trace.ClrProfiler.IntegrationTests/SmokeTests/ServiceBusMinimalMassTransitTest.cs
+++ b/tracer/test/Datadog.Trace.ClrProfiler.IntegrationTests/SmokeTests/ServiceBusMinimalMassTransitTest.cs
@@ -4,6 +4,8 @@
 // </copyright>
 
 using System.Threading.Tasks;
+using Datadog.Trace.ClrProfiler.IntegrationTests.Helpers;
+using Datadog.Trace.TestHelpers.AutoInstrumentation.Containers;
 using Xunit;
 using Xunit.Abstractions;
 
@@ -11,11 +13,17 @@ namespace Datadog.Trace.ClrProfiler.IntegrationTests.SmokeTests
 {
     [Trait("RequiresDockerDependency", "true")]
     [Trait("DockerGroup", "2")]
+    [Collection(SqlServerCollection.Name)]
     public class ServiceBusMinimalMassTransitTest : SmokeTestBase
     {
-        public ServiceBusMinimalMassTransitTest(ITestOutputHelper output)
+        public ServiceBusMinimalMassTransitTest(ITestOutputHelper output, SqlServerFixture sqlServerFixture)
             : base(output, "ServiceBus.Minimal.MassTransit", maxTestRunSeconds: 60)
         {
+            foreach (var variable in sqlServerFixture.GetEnvironmentVariables())
+            {
+                SetEnvironmentVariable(variable.Key, variable.Value);
+            }
+
             AssumeSuccessOnTimeout = true;
         }
 
diff --git a/tracer/test/Datadog.Trace.ClrProfiler.IntegrationTests/SmokeTests/ServiceBusMinimalNServiceBusTest.cs b/tracer/test/Datadog.Trace.ClrProfiler.IntegrationTests/SmokeTests/ServiceBusMinimalNServiceBusTest.cs
index b408411db20a..b3d2f8bf5aab 100644
--- a/tracer/test/Datadog.Trace.ClrProfiler.IntegrationTests/SmokeTests/ServiceBusMinimalNServiceBusTest.cs
+++ b/tracer/test/Datadog.Trace.ClrProfiler.IntegrationTests/SmokeTests/ServiceBusMinimalNServiceBusTest.cs
@@ -4,6 +4,8 @@
 // </copyright>
 
 using System.Threading.Tasks;
+using Datadog.Trace.ClrProfiler.IntegrationTests.Helpers;
+using Datadog.Trace.TestHelpers.AutoInstrumentation.Containers;
 using Xunit;
 using Xunit.Abstractions;
 
@@ -11,11 +13,16 @@ namespace Datadog.Trace.ClrProfiler.IntegrationTests.SmokeTests
 {
     [Trait("RequiresDockerDependency", "true")]
     [Trait("DockerGroup", "2")]
+    [Collection(SqlServerCollection.Name)]
     public class ServiceBusMinimalNServiceBusTest : SmokeTestBase
     {
-        public ServiceBusMinimalNServiceBusTest(ITestOutputHelper output)
+        public ServiceBusMinimalNServiceBusTest(ITestOutputHelper output, SqlServerFixture sqlServerFixture)
             : base(output, "ServiceBus.Minimal.NServiceBus", maxTestRunSeconds: 90)
         {
+            foreach (var variable in sqlServerFixture.GetEnvironmentVariables())
+            {
+                SetEnvironmentVariable(variable.Key, variable.Value);
+            }
         }
 
         [SkippableFact]
diff --git a/tracer/test/Datadog.Trace.ClrProfiler.IntegrationTests/SmokeTests/ServiceBusMinimalRebusTest.cs b/tracer/test/Datadog.Trace.ClrProfiler.IntegrationTests/SmokeTests/ServiceBusMinimalRebusTest.cs
index 78162ec857b1..4a583134ff37 100644
--- a/tracer/test/Datadog.Trace.ClrProfiler.IntegrationTests/SmokeTests/ServiceBusMinimalRebusTest.cs
+++ b/tracer/test/Datadog.Trace.ClrProfiler.IntegrationTests/SmokeTests/ServiceBusMinimalRebusTest.cs
@@ -4,6 +4,8 @@
 // </copyright>
 
 using System.Threading.Tasks;
+using Datadog.Trace.ClrProfiler.IntegrationTests.Helpers;
+using Datadog.Trace.TestHelpers.AutoInstrumentation.Containers;
 using Xunit;
 using Xunit.Abstractions;
 
@@ -11,11 +13,16 @@ namespace Datadog.Trace.ClrProfiler.IntegrationTests.SmokeTests
 {
     [Trait("RequiresDockerDependency", "true")]
     [Trait("DockerGroup", "2")]
+    [Collection(SqlServerCollection.Name)]
     public class ServiceBusMinimalRebusTest : SmokeTestBase
     {
-        public ServiceBusMinimalRebusTest(ITestOutputHelper output)
+        public ServiceBusMinimalRebusTest(ITestOutputHelper output, SqlServerFixture sqlServerFixture)
             : base(output, "ServiceBus.Minimal.Rebus", maxTestRunSeconds: 90)
         {
+            foreach (var variable in sqlServerFixture.GetEnvironmentVariables())
+            {
+                SetEnvironmentVariable(variable.Key, variable.Value);
+            }
         }
 
         [SkippableFact]
diff --git a/tracer/test/Datadog.Trace.ClrProfiler.IntegrationTests/SmokeTests/StackExchangeRedisAssemblyConflictLegacyProjectSmokeTest.cs b/tracer/test/Datadog.Trace.ClrProfiler.IntegrationTests/SmokeTests/StackExchangeRedisAssemblyConflictLegacyProjectSmokeTest.cs
index b53b927535ce..9a37f4c79b3f 100644
--- a/tracer/test/Datadog.Trace.ClrProfiler.IntegrationTests/SmokeTests/StackExchangeRedisAssemblyConflictLegacyProjectSmokeTest.cs
+++ b/tracer/test/Datadog.Trace.ClrProfiler.IntegrationTests/SmokeTests/StackExchangeRedisAssemblyConflictLegacyProjectSmokeTest.cs
@@ -5,6 +5,7 @@
 
 using System.Threading.Tasks;
 using Datadog.Trace.ClrProfiler.IntegrationTests.TestCollections;
+using Datadog.Trace.TestHelpers.AutoInstrumentation.Containers;
 using Xunit;
 using Xunit.Abstractions;
 
@@ -14,9 +15,13 @@ namespace Datadog.Trace.ClrProfiler.IntegrationTests.SmokeTests
     [Collection(nameof(StackExchangeRedisTestCollection))]
     public class StackExchangeRedisAssemblyConflictLegacyProjectSmokeTest : SmokeTestBase
     {
-        public StackExchangeRedisAssemblyConflictLegacyProjectSmokeTest(ITestOutputHelper output)
+        public StackExchangeRedisAssemblyConflictLegacyProjectSmokeTest(ITestOutputHelper output, StackExchangeRedisFixture redisFixture)
             : base(output, "StackExchange.Redis.AssemblyConflict.LegacyProject", maxTestRunSeconds: 30)
         {
+            foreach (var variable in redisFixture.GetEnvironmentVariables())
+            {
+                SetEnvironmentVariable(variable.Key, variable.Value);
+            }
         }
 
         [Fact]
diff --git a/tracer/test/Datadog.Trace.ClrProfiler.IntegrationTests/SmokeTests/StackExchangeRedisAssemblyConflictSdkProjectSmokeTest.cs b/tracer/test/Datadog.Trace.ClrProfiler.IntegrationTests/SmokeTests/StackExchangeRedisAssemblyConflictSdkProjectSmokeTest.cs
index 4f3b534c998e..70cd6eeb5b8c 100644
--- a/tracer/test/Datadog.Trace.ClrProfiler.IntegrationTests/SmokeTests/StackExchangeRedisAssemblyConflictSdkProjectSmokeTest.cs
+++ b/tracer/test/Datadog.Trace.ClrProfiler.IntegrationTests/SmokeTests/StackExchangeRedisAssemblyConflictSdkProjectSmokeTest.cs
@@ -6,6 +6,7 @@
 using System.Threading.Tasks;
 using Datadog.Trace.ClrProfiler.IntegrationTests.TestCollections;
 using Datadog.Trace.TestHelpers;
+using Datadog.Trace.TestHelpers.AutoInstrumentation.Containers;
 using Xunit;
 using Xunit.Abstractions;
 
@@ -16,21 +17,20 @@ namespace Datadog.Trace.ClrProfiler.IntegrationTests.SmokeTests
     [Collection(nameof(StackExchangeRedisTestCollection))]
     public class StackExchangeRedisAssemblyConflictSdkProjectSmokeTest : SmokeTestBase
     {
-        public StackExchangeRedisAssemblyConflictSdkProjectSmokeTest(ITestOutputHelper output)
+        public StackExchangeRedisAssemblyConflictSdkProjectSmokeTest(ITestOutputHelper output, StackExchangeRedisFixture redisFixture)
             : base(output, "StackExchange.Redis.AssemblyConflict.SdkProject", maxTestRunSeconds: 30)
         {
+            foreach (var variable in redisFixture.GetEnvironmentVariables())
+            {
+                SetEnvironmentVariable(variable.Key, variable.Value);
+            }
         }
 
         [SkippableFact]
         [Trait("Category", "Smoke")]
         public async Task NoExceptions()
         {
-            if (EnvironmentTools.IsWindows())
-            {
-                Output.WriteLine("Ignored for Windows");
-                return;
-            }
-
+            Skip.If(EnvironmentTools.IsWindows(), "Ignored for Windows");
             await CheckForSmoke(shouldDeserializeTraces: false);
         }
     }
diff --git a/tracer/test/Datadog.Trace.ClrProfiler.IntegrationTests/SmokeTests/StackExchangeRedisStackOverflowExceptionSmokeTest.cs b/tracer/test/Datadog.Trace.ClrProfiler.IntegrationTests/SmokeTests/StackExchangeRedisStackOverflowExceptionSmokeTest.cs
index e2eae88258b6..f3052893c123 100644
--- a/tracer/test/Datadog.Trace.ClrProfiler.IntegrationTests/SmokeTests/StackExchangeRedisStackOverflowExceptionSmokeTest.cs
+++ b/tracer/test/Datadog.Trace.ClrProfiler.IntegrationTests/SmokeTests/StackExchangeRedisStackOverflowExceptionSmokeTest.cs
@@ -6,6 +6,7 @@
 using System.Threading.Tasks;
 using Datadog.Trace.ClrProfiler.IntegrationTests.TestCollections;
 using Datadog.Trace.TestHelpers;
+using Datadog.Trace.TestHelpers.AutoInstrumentation.Containers;
 using Xunit;
 using Xunit.Abstractions;
 
@@ -16,21 +17,20 @@ namespace Datadog.Trace.ClrProfiler.IntegrationTests.SmokeTests
     [Collection(nameof(StackExchangeRedisTestCollection))]
     public class StackExchangeRedisStackOverflowExceptionSmokeTest : SmokeTestBase
     {
-        public StackExchangeRedisStackOverflowExceptionSmokeTest(ITestOutputHelper output)
+        public StackExchangeRedisStackOverflowExceptionSmokeTest(ITestOutputHelper output, StackExchangeRedisFixture redisFixture)
             : base(output, "StackExchange.Redis.StackOverflowException", maxTestRunSeconds: 30)
         {
+            foreach (var variable in redisFixture.GetEnvironmentVariables())
+            {
+                SetEnvironmentVariable(variable.Key, variable.Value);
+            }
         }
 
         [SkippableFact]
         [Trait("Category", "Smoke")]
         public async Task NoExceptions()
         {
-            if (EnvironmentTools.IsWindows())
-            {
-                Output.WriteLine("Ignored for Windows");
-                return;
-            }
-
+            Skip.If(EnvironmentTools.IsWindows(), "Ignored for Windows");
             await CheckForSmoke(shouldDeserializeTraces: false);
         }
     }
diff --git a/tracer/test/Datadog.Trace.ClrProfiler.IntegrationTests/StackExchangeRedisTests.cs b/tracer/test/Datadog.Trace.ClrProfiler.IntegrationTests/StackExchangeRedisTests.cs
index b459d5d50501..8d946b6ac032 100644
--- a/tracer/test/Datadog.Trace.ClrProfiler.IntegrationTests/StackExchangeRedisTests.cs
+++ b/tracer/test/Datadog.Trace.ClrProfiler.IntegrationTests/StackExchangeRedisTests.cs
@@ -6,10 +6,12 @@
 using System;
 using System.Collections.Generic;
 using System.Linq;
+using System.Text.RegularExpressions;
 using System.Threading.Tasks;
 using Datadog.Trace.ClrProfiler.IntegrationTests.TestCollections;
 using Datadog.Trace.Configuration;
 using Datadog.Trace.TestHelpers;
+using Datadog.Trace.TestHelpers.AutoInstrumentation.Containers;
 using FluentAssertions;
 using FluentAssertions.Execution;
 using VerifyXunit;
@@ -24,10 +26,14 @@ namespace Datadog.Trace.ClrProfiler.IntegrationTests
     [UsesVerify]
     public class StackExchangeRedisTests : TracingIntegrationTest
     {
-        public StackExchangeRedisTests(ITestOutputHelper output)
+        private readonly StackExchangeRedisFixture _redisFixture;
+
+        public StackExchangeRedisTests(ITestOutputHelper output, StackExchangeRedisFixture redisFixture)
             : base("StackExchange.Redis", output)
         {
+            _redisFixture = redisFixture;
             SetServiceVersion("1.0.0");
+            ConfigureContainers(redisFixture);
         }
 
         private enum PackageVersion
@@ -79,30 +85,12 @@ public async Task SubmitsTraces(string packageVersion, string metadataSchemaVers
                 var spans = await agent.WaitForSpansAsync(expectedCount);
                 ValidateIntegrationSpans(spans, metadataSchemaVersion, expectedServiceName: clientSpanServiceName, isExternalSpan);
 
-                var host = Environment.GetEnvironmentVariable("STACKEXCHANGE_REDIS_HOST") ?? "localhost:6389";
-                var port = host.Substring(host.IndexOf(':') + 1);
-                host = host.Substring(0, host.IndexOf(':'));
-
                 var settings = VerifyHelper.GetSpanVerifierSettings();
                 settings.UseFileName($"{nameof(StackExchangeRedisTests)}.{calculatedVersion}" + $".Schema{metadataSchemaVersion.ToUpper()}");
                 settings.DisableRequireUniquePrefix();
                 settings.AddSimpleScrubber($" {TestPrefix}StackExchange.Redis.", " StackExchange.Redis.");
-                if (EnvironmentTools.IsOsx())
-                {
-                    settings.AddSimpleScrubber("out.host: localhost", "out.host: stackexchangeredis");
-                    settings.AddSimpleScrubber("peer.service: localhost", "peer.service: stackexchangeredis");
-                    settings.AddSimpleScrubber("out.host: 127.0.0.1", "out.host: stackexchangeredis-replica");
-                    settings.AddSimpleScrubber("peer.service: 127.0.0.1", "peer.service: stackexchangeredis-replica");
-                    settings.AddSimpleScrubber("out.port: 6390", "out.port: 6379");
-                    settings.AddSimpleScrubber("out.port: 6391", "out.port: 6379");
-                    settings.AddSimpleScrubber("out.port: 6392", "out.port: 6379");
-                }
-                else
-                {
-                    settings.AddSimpleScrubber($"out.host: {host}", "out.host: stackexchangeredis");
-                    settings.AddSimpleScrubber($"peer.service: {host}", "peer.service: stackexchangeredis");
-                    settings.AddSimpleScrubber($"out.port: {port}", "out.port: 6379");
-                }
+                AddEndpointScrubbers(settings, _redisFixture.PrimaryHost, _redisFixture.PrimaryPort, "stackexchangeredis");
+                AddEndpointScrubbers(settings, _redisFixture.ReplicaHost, _redisFixture.ReplicaPort, "stackexchangeredis-replica");
 
                 await VerifyHelper.VerifySpans(
                     spans,
@@ -118,6 +106,22 @@ await VerifyHelper.VerifySpans(
             await telemetry.AssertIntegrationEnabledAsync(IntegrationId.StackExchangeRedis);
         }
 
+        private static void AddEndpointScrubbers(VerifyTests.VerifySettings settings, string host, ushort port, string normalizedHost)
+        {
+            var escapedHost = Regex.Escape(host);
+            var endpointWithPeerService = new Regex($@"out\.host: {escapedHost},\r?\n([ \t]+)out\.port: {port},\r?\n\1peer\.service: [^,\r\n]+,");
+            var endpoint = new Regex($@"out\.host: {escapedHost},\r?\n([ \t]+)out\.port: {port},");
+            settings.AddScrubber(
+                builder =>
+                {
+                    var scrubbed = endpointWithPeerService.Replace(
+                        builder.ToString(),
+                        $"out.host: {normalizedHost},\n      out.port: 6379,\n      peer.service: {normalizedHost},");
+                    scrubbed = endpoint.Replace(scrubbed, $"out.host: {normalizedHost},\n      out.port: 6379,");
+                    builder.Clear().Append(scrubbed);
+                });
+        }
+
         private static PackageVersion GetPackageVersion(string packageVersionString)
         {
             if (string.IsNullOrEmpty(packageVersionString))
diff --git a/tracer/test/Datadog.Trace.ClrProfiler.IntegrationTests/TestCollections/StackExchangeRedisTestCollection.cs b/tracer/test/Datadog.Trace.ClrProfiler.IntegrationTests/TestCollections/StackExchangeRedisTestCollection.cs
index 44d85212ab55..2af93c3c933c 100644
--- a/tracer/test/Datadog.Trace.ClrProfiler.IntegrationTests/TestCollections/StackExchangeRedisTestCollection.cs
+++ b/tracer/test/Datadog.Trace.ClrProfiler.IntegrationTests/TestCollections/StackExchangeRedisTestCollection.cs
@@ -3,12 +3,13 @@
 // This product includes software developed at Datadog (https://www.datadoghq.com/). Copyright 2017 Datadog, Inc.
 // </copyright>
 
+using Datadog.Trace.TestHelpers.AutoInstrumentation.Containers;
 using Xunit;
 
 namespace Datadog.Trace.ClrProfiler.IntegrationTests.TestCollections
 {
     [CollectionDefinition(nameof(StackExchangeRedisTestCollection), DisableParallelization = true)]
-    public class StackExchangeRedisTestCollection
+    public class StackExchangeRedisTestCollection : ICollectionFixture<StackExchangeRedisFixture>
     {
     }
 }
diff --git a/tracer/test/Datadog.Trace.Security.IntegrationTests/IAST/AspNetCore5IastDbTests.cs b/tracer/test/Datadog.Trace.Security.IntegrationTests/IAST/AspNetCore5IastDbTests.cs
index 9db1428b3569..aef4aa4e4916 100644
--- a/tracer/test/Datadog.Trace.Security.IntegrationTests/IAST/AspNetCore5IastDbTests.cs
+++ b/tracer/test/Datadog.Trace.Security.IntegrationTests/IAST/AspNetCore5IastDbTests.cs
@@ -10,17 +10,25 @@
 using System.Threading.Tasks;
 using Datadog.Trace.Security.IntegrationTests.Iast;
 using Datadog.Trace.TestHelpers;
+using Datadog.Trace.TestHelpers.AutoInstrumentation.Containers;
 using Xunit;
 using Xunit.Abstractions;
 
 namespace Datadog.Trace.Security.IntegrationTests.IAST;
 
 [Trait("RequiresDockerDependency", "true")]
+[Collection(AspNetCore5IastDbTestsCollection.Name)]
 public class AspNetCore5IastDbTests : AspNetCore5IastTests
 {
-    public AspNetCore5IastDbTests(AspNetCoreTestFixture fixture, ITestOutputHelper outputHelper)
+    public AspNetCore5IastDbTests(
+        AspNetCoreTestFixture fixture,
+        ITestOutputHelper outputHelper,
+        SqlServerFixture sqlServerFixture,
+        PostgresFixture postgresFixture,
+        MySql8Fixture mySqlFixture)
         : base(fixture, outputHelper, enableIast: true, testName: "AspNetCore5IastDbTestsIastEnabled", samplingRate: 100, vulnerabilitiesPerRequest: 200, isIastDeduplicationEnabled: false, sampleName: "AspNetCore5")
     {
+        ConfigureContainers(sqlServerFixture, postgresFixture, mySqlFixture);
     }
 
     [SkippableTheory]
diff --git a/tracer/test/Datadog.Trace.Security.IntegrationTests/IAST/AspNetCore5IastDbTestsCollection.cs b/tracer/test/Datadog.Trace.Security.IntegrationTests/IAST/AspNetCore5IastDbTestsCollection.cs
new file mode 100644
index 000000000000..2689eeb13f23
--- /dev/null
+++ b/tracer/test/Datadog.Trace.Security.IntegrationTests/IAST/AspNetCore5IastDbTestsCollection.cs
@@ -0,0 +1,19 @@
+// <copyright file="AspNetCore5IastDbTestsCollection.cs" company="Datadog">
+// Unless explicitly stated otherwise all files in this repository are licensed under the Apache 2 License.
+// This product includes software developed at Datadog (https://www.datadoghq.com/). Copyright 2017 Datadog, Inc.
+// </copyright>
+
+#if NETCOREAPP3_0_OR_GREATER
+
+using Datadog.Trace.TestHelpers.AutoInstrumentation.Containers;
+using Xunit;
+
+namespace Datadog.Trace.Security.IntegrationTests.IAST;
+
+[CollectionDefinition(Name, DisableParallelization = true)]
+public class AspNetCore5IastDbTestsCollection : ICollectionFixture<SqlServerFixture>, ICollectionFixture<PostgresFixture>, ICollectionFixture<MySql8Fixture>
+{
+    public const string Name = "AspNetCore5IastDbTests";
+}
+
+#endif
diff --git a/tracer/test/Datadog.Trace.TestHelpers.AutoInstrumentation/Containers/AerospikeFixture.cs b/tracer/test/Datadog.Trace.TestHelpers.AutoInstrumentation/Containers/AerospikeFixture.cs
index 2bd2819cb097..7c4112436712 100644
--- a/tracer/test/Datadog.Trace.TestHelpers.AutoInstrumentation/Containers/AerospikeFixture.cs
+++ b/tracer/test/Datadog.Trace.TestHelpers.AutoInstrumentation/Containers/AerospikeFixture.cs
@@ -30,24 +30,22 @@ protected override async Task InitializeResources(Action<string, object> registe
         // pinning to a known good version because the latest version
         // (6.3.0.5 at time of issue) causes 'Server memory error' and flake
         // Keep syncronized image version with docker-compose.yml
-        var container = new ContainerBuilder()
-                       .WithImage("aerospike/aerospike-server:6.2.0.6")
+        var container = new ContainerBuilder("aerospike/aerospike-server:6.2.0.6")
                        .WithPortBinding(AerospikePort, true)
                        .WithCreateParameterModifier(p =>
-                        {
-                            p.HostConfig ??= new HostConfig();
-                            p.HostConfig.Ulimits = new List<Ulimit>
+                       {
+                           p.HostConfig ??= new HostConfig();
+                           p.HostConfig.Ulimits = new List<Ulimit>
                             {
                                 // Aerospike requires a minimum of 15000 file descriptors, otherwise it'll fail to start
                                 // Some versions of dockerengine set a lower limit (1024)
                                 new Ulimit { Name = "nofile", Soft = 15000, Hard = 15000 }
                             };
-                        })
-                       .WithWaitStrategy(Wait.ForUnixContainer().UntilPortIsAvailable(AerospikePort))
+                       })
+                       .WithWaitStrategy(Wait.ForUnixContainer().UntilInternalTcpPortIsAvailable(AerospikePort))
                        .Build();
 
-        await container.StartAsync();
-
         registerResource("container", container);
+        await StartContainerAsync(container).ConfigureAwait(false);
     }
 }
diff --git a/tracer/test/Datadog.Trace.TestHelpers.AutoInstrumentation/Containers/ContainerFixture.cs b/tracer/test/Datadog.Trace.TestHelpers.AutoInstrumentation/Containers/ContainerFixture.cs
index 649251d7d202..7740130ed62c 100644
--- a/tracer/test/Datadog.Trace.TestHelpers.AutoInstrumentation/Containers/ContainerFixture.cs
+++ b/tracer/test/Datadog.Trace.TestHelpers.AutoInstrumentation/Containers/ContainerFixture.cs
@@ -8,35 +8,107 @@
 using System;
 using System.Collections.Generic;
 using System.Linq;
+using System.Net;
 using System.Threading.Tasks;
+using Docker.DotNet;
+using DotNet.Testcontainers.Containers;
+using Microsoft.Extensions.Logging;
 using Xunit;
 
 namespace Datadog.Trace.TestHelpers.AutoInstrumentation.Containers;
 
 public abstract class ContainerFixture : IAsyncLifetime
 {
-    private IReadOnlyDictionary<string, object>? _resources;
+    private const int MaxContainerStartAttempts = 3;
+    private static readonly TimeSpan ContainerStartRetryDelay = TimeSpan.FromSeconds(10);
+
+    private readonly Dictionary<string, object> _resources = new();
+    private readonly List<object> _resourcesForDisposal = [];
 
     public async Task InitializeAsync()
     {
-        _resources = await ContainersRegistry.GetOrAdd(GetType(), InitializeResources);
+        try
+        {
+            await InitializeResources(RegisterResource).ConfigureAwait(false);
+        }
+        catch
+        {
+            await DisposeResourcesAsync().ConfigureAwait(false);
+            throw;
+        }
     }
 
-    // Do not implement, the ContainersRegistry is responsible for disposing the containers
-    public Task DisposeAsync() => Task.CompletedTask;
+    public Task DisposeAsync() => DisposeResourcesAsync();
 
     public virtual IEnumerable<KeyValuePair<string, string>> GetEnvironmentVariables() => Enumerable.Empty<KeyValuePair<string, string>>();
 
     protected abstract Task InitializeResources(Action<string, object> registerResource);
 
-    protected T GetResource<T>(string key) => (T)_resources![key];
+    protected T GetResource<T>(string key) => (T)_resources[key];
+
+    protected static async Task StartContainerAsync(IContainer container)
+    {
+        var attempt = 1;
+        while (true)
+        {
+            try
+            {
+                await container.StartAsync().ConfigureAwait(false);
+                return;
+            }
+            catch (DockerApiException exception) when (attempt < MaxContainerStartAttempts && IsTransientSystemdCgroupFailure(exception))
+            {
+                container.Logger.LogWarning(
+                    "Docker failed to start container {ContainerId} because its systemd cgroup request was interrupted. Retrying in {RetryDelaySeconds} seconds (attempt {NextAttempt}/{MaxAttempts}).",
+                    container.Id,
+                    ContainerStartRetryDelay.TotalSeconds,
+                    attempt + 1,
+                    MaxContainerStartAttempts);
+
+                attempt++;
+                await Task.Delay(ContainerStartRetryDelay).ConfigureAwait(false);
+            }
+        }
+    }
+
+    private static bool IsTransientSystemdCgroupFailure(DockerApiException exception)
+    {
+        var responseBody = exception.ResponseBody;
+        return exception.StatusCode == HttpStatusCode.InternalServerError
+            && responseBody is not null
+            && responseBody.IndexOf("unable to apply cgroup configuration", StringComparison.Ordinal) >= 0
+            && responseBody.IndexOf("Message recipient disconnected from message bus without replying", StringComparison.Ordinal) >= 0;
+    }
 
-    private async Task<IReadOnlyDictionary<string, object>> InitializeResources()
+    private void RegisterResource(string key, object resource)
     {
-        var resources = new Dictionary<string, object>();
+        _resources.Add(key, resource);
+        _resourcesForDisposal.Add(resource);
+    }
 
-        await InitializeResources(resources.Add).ConfigureAwait(false);
+    private async Task DisposeResourcesAsync()
+    {
+        for (var i = _resourcesForDisposal.Count - 1; i >= 0; i--)
+        {
+            try
+            {
+                var resource = _resourcesForDisposal[i];
+                if (resource is IAsyncDisposable asyncDisposable)
+                {
+                    await asyncDisposable.DisposeAsync().ConfigureAwait(false);
+                }
+                else if (resource is IDisposable disposable)
+                {
+                    disposable.Dispose();
+                }
+            }
+            catch
+            {
+                // Continue disposing the remaining resources.
+            }
+        }
 
-        return resources;
+        _resources.Clear();
+        _resourcesForDisposal.Clear();
     }
 }
diff --git a/tracer/test/Datadog.Trace.TestHelpers.AutoInstrumentation/Containers/ContainersRegistry.cs b/tracer/test/Datadog.Trace.TestHelpers.AutoInstrumentation/Containers/ContainersRegistry.cs
deleted file mode 100644
index 7c7d6f85e530..000000000000
--- a/tracer/test/Datadog.Trace.TestHelpers.AutoInstrumentation/Containers/ContainersRegistry.cs
+++ /dev/null
@@ -1,72 +0,0 @@
-// <copyright file="ContainersRegistry.cs" company="Datadog">
-// Unless explicitly stated otherwise all files in this repository are licensed under the Apache 2 License.
-// This product includes software developed at Datadog (https://www.datadoghq.com/). Copyright 2017 Datadog, Inc.
-// </copyright>
-
-#nullable enable
-
-using System;
-using System.Collections.Concurrent;
-using System.Collections.Generic;
-using System.Threading.Tasks;
-
-namespace Datadog.Trace.TestHelpers.AutoInstrumentation.Containers;
-
-public static class ContainersRegistry
-{
-    private static readonly ConcurrentDictionary<Type, Task<IReadOnlyDictionary<string, object>>> Resources = new();
-
-    public static async Task<IReadOnlyDictionary<string, object>> GetOrAdd(Type type, Func<Task<IReadOnlyDictionary<string, object>>> createResources)
-    {
-        if (!Resources.TryGetValue(type, out var task))
-        {
-            var tcs = new TaskCompletionSource<IReadOnlyDictionary<string, object>>(TaskCreationOptions.RunContinuationsAsynchronously);
-
-            task = Resources.GetOrAdd(type, tcs.Task);
-
-            if (task == tcs.Task)
-            {
-                try
-                {
-                    var resources = await createResources().ConfigureAwait(false);
-                    tcs.SetResult(resources);
-                }
-                catch (Exception ex)
-                {
-                    tcs.SetException(ex);
-                }
-            }
-        }
-
-        return await task.ConfigureAwait(false);
-    }
-
-    public static async Task DisposeAll()
-    {
-        foreach (var resourceGroup in Resources.Values)
-        {
-            try
-            {
-                var resources = await resourceGroup.ConfigureAwait(false);
-
-                foreach (var resource in resources.Values)
-                {
-                    if (resource is IAsyncDisposable asyncDisposable)
-                    {
-                        await asyncDisposable.DisposeAsync().ConfigureAwait(false);
-                    }
-                    else if (resource is IDisposable disposable)
-                    {
-                        disposable.Dispose();
-                    }
-                }
-            }
-            catch
-            {
-                // Exceptions are expected here, if the container failed to initialize
-            }
-        }
-
-        Resources.Clear();
-    }
-}
diff --git a/tracer/test/Datadog.Trace.TestHelpers.AutoInstrumentation/Containers/CouchbaseFixture.cs b/tracer/test/Datadog.Trace.TestHelpers.AutoInstrumentation/Containers/CouchbaseFixture.cs
new file mode 100644
index 000000000000..4544f96baa4c
--- /dev/null
+++ b/tracer/test/Datadog.Trace.TestHelpers.AutoInstrumentation/Containers/CouchbaseFixture.cs
@@ -0,0 +1,233 @@
+// <copyright file="CouchbaseFixture.cs" company="Datadog">
+// Unless explicitly stated otherwise all files in this repository are licensed under the Apache 2 License.
+// This product includes software developed at Datadog (https://www.datadoghq.com/). Copyright 2017 Datadog, Inc.
+// </copyright>
+
+#nullable enable
+
+using System;
+using System.Collections.Generic;
+using System.Linq;
+using System.Net;
+using System.Net.Http;
+using System.Net.Http.Headers;
+using System.Net.NetworkInformation;
+using System.Net.Sockets;
+using System.Runtime.InteropServices;
+using System.Text;
+using System.Threading.Tasks;
+using Docker.DotNet.Models;
+using DotNet.Testcontainers.Builders;
+using DotNet.Testcontainers.Containers;
+
+namespace Datadog.Trace.TestHelpers.AutoInstrumentation.Containers;
+
+public class CouchbaseFixture : ContainerFixture
+{
+    private const ushort ManagementPort = 8091;
+    private const ushort ManagementSslPort = 18091;
+    private const ushort ViewPort = 8092;
+    private const ushort ViewSslPort = 18092;
+    private const ushort QueryPort = 8093;
+    private const ushort QuerySslPort = 18093;
+    private const ushort KeyValuePort = 11210;
+    private const ushort KeyValueSslPort = 11207;
+    private const string Image = "couchbase:community-6.6.0@sha256:43103efdd4b562366c7a48afa977c4ad148e09c877da28a83a86b2c5ee2daa97";
+    private const string AdministratorUsername = "Administrator";
+    private const string Username = "default";
+    private const string Password = "password";
+
+    private string? _host;
+    private ushort _managementPort;
+    private ushort _keyValuePort;
+
+    public string Host => _host!;
+
+    public string BucketName => "default";
+
+    public override IEnumerable<KeyValuePair<string, string>> GetEnvironmentVariables()
+    {
+        yield return new("COUCHBASE_HOST", Host);
+        yield return new("COUCHBASE_PORT", _managementPort.ToString());
+        yield return new("COUCHBASE_CONNECTION_STRING", $"{Host}:{_keyValuePort}");
+        yield return new("COUCHBASE_USERNAME", Username);
+        yield return new("COUCHBASE_PASSWORD", Password);
+        yield return new("COUCHBASE_BUCKET", BucketName);
+    }
+
+    protected override async Task InitializeResources(Action<string, object> registerResource)
+    {
+        // When these tests run in the outer Compose container, Testcontainers reaches published ports through the
+        // Docker host. Couchbase also binds its configured node hostname, so it must share the host network in that
+        // scenario. Otherwise, trying to configure the Docker host address as the node hostname fails with eaddrnotavail.
+        var useHostNetwork = RuntimeInformation.IsOSPlatform(OSPlatform.Linux)
+                          && !string.IsNullOrEmpty(Environment.GetEnvironmentVariable("CONTAINER_HOSTNAME"));
+        var dockerHost = useHostNetwork ? GetDockerHost() : null;
+        var builder = new ContainerBuilder(Image)
+                     .WithWaitStrategy(Wait.ForUnixContainer().UntilInternalTcpPortIsAvailable(ManagementPort));
+
+        if (useHostNetwork)
+        {
+            builder = builder.WithCreateParameterModifier(p =>
+            {
+                p.HostConfig ??= new HostConfig();
+                p.HostConfig.NetworkMode = "host";
+            });
+        }
+        else
+        {
+            // SDK 2.4 predates Couchbase's external-network selection, so it requires the advertised standard ports.
+            builder = builder.WithPortBinding(ManagementPort, false)
+                             .WithPortBinding(ManagementSslPort, false)
+                             .WithPortBinding(ViewPort, false)
+                             .WithPortBinding(ViewSslPort, false)
+                             .WithPortBinding(QueryPort, false)
+                             .WithPortBinding(QuerySslPort, false)
+                             .WithPortBinding(KeyValuePort, false)
+                             .WithPortBinding(KeyValueSslPort, false);
+        }
+
+        var container = builder.Build();
+
+        registerResource("container", container);
+        await StartContainerAsync(container).ConfigureAwait(false);
+        var host = dockerHost ?? container.Hostname;
+        var managementPort = useHostNetwork ? ManagementPort : container.GetMappedPublicPort(ManagementPort);
+        var keyValuePort = useHostNetwork ? KeyValuePort : container.GetMappedPublicPort(KeyValuePort);
+
+        await ConfigureCouchbaseAsync(container, host, useHostNetwork).ConfigureAwait(false);
+
+        _host = host;
+        _managementPort = managementPort;
+        _keyValuePort = keyValuePort;
+    }
+
+    private static string GetDockerHost()
+        => NetworkInterface.GetAllNetworkInterfaces()
+                           .SelectMany(networkInterface => networkInterface.GetIPProperties().GatewayAddresses)
+                           .Select(gateway => gateway.Address)
+                           .FirstOrDefault(address => address.AddressFamily == AddressFamily.InterNetwork
+                                                   && !IPAddress.IsLoopback(address))?.ToString()
+        ?? throw new InvalidOperationException("Unable to determine the Docker host from the container's default gateway.");
+
+    private static async Task ConfigureCouchbaseAsync(IContainer container, string host, bool useHostNetwork)
+    {
+        var managementPort = useHostNetwork ? ManagementPort : container.GetMappedPublicPort(ManagementPort);
+        var managementSslPort = useHostNetwork ? ManagementSslPort : container.GetMappedPublicPort(ManagementSslPort);
+        var viewPort = useHostNetwork ? ViewPort : container.GetMappedPublicPort(ViewPort);
+        var viewSslPort = useHostNetwork ? ViewSslPort : container.GetMappedPublicPort(ViewSslPort);
+        var queryPort = useHostNetwork ? QueryPort : container.GetMappedPublicPort(QueryPort);
+        var querySslPort = useHostNetwork ? QuerySslPort : container.GetMappedPublicPort(QuerySslPort);
+        var keyValuePort = useHostNetwork ? KeyValuePort : container.GetMappedPublicPort(KeyValuePort);
+        var keyValueSslPort = useHostNetwork ? KeyValueSslPort : container.GetMappedPublicPort(KeyValueSslPort);
+
+        using var client = new HttpClient
+        {
+            BaseAddress = new UriBuilder(Uri.UriSchemeHttp, host, managementPort).Uri,
+            Timeout = TimeSpan.FromSeconds(5),
+        };
+
+        await WaitForSuccessAsync(client, "/pools").ConfigureAwait(false);
+        await PostFormAsync(client, "/node/controller/rename", new() { ["hostname"] = host }).ConfigureAwait(false);
+        await PostFormAsync(client, "/node/controller/setupServices", new() { ["services"] = "kv,index,n1ql" }).ConfigureAwait(false);
+        await PostFormAsync(client, "/pools/default", new() { ["memoryQuota"] = "256", ["indexMemoryQuota"] = "256" }).ConfigureAwait(false);
+        await PutFormAsync(
+             client,
+             "/node/controller/setupAlternateAddresses/external",
+             new()
+             {
+                 ["hostname"] = host,
+                 ["mgmt"] = managementPort.ToString(),
+                 ["mgmtSSL"] = managementSslPort.ToString(),
+                 ["kv"] = keyValuePort.ToString(),
+                 ["kvSSL"] = keyValueSslPort.ToString(),
+                 ["capi"] = viewPort.ToString(),
+                 ["capiSSL"] = viewSslPort.ToString(),
+                 ["n1ql"] = queryPort.ToString(),
+                 ["n1qlSSL"] = querySslPort.ToString(),
+             }).ConfigureAwait(false);
+        await PostFormAsync(
+             client,
+             "/pools/default/buckets",
+             new() { ["name"] = "default", ["ramQuotaMB"] = "100", ["replicaNumber"] = "0" }).ConfigureAwait(false);
+        await PostFormAsync(
+             client,
+             "/settings/web",
+             new() { ["username"] = AdministratorUsername, ["password"] = Password, ["port"] = "SAME" }).ConfigureAwait(false);
+
+        var credentials = Convert.ToBase64String(Encoding.ASCII.GetBytes($"{AdministratorUsername}:{Password}"));
+        client.DefaultRequestHeaders.Authorization = new AuthenticationHeaderValue("Basic", credentials);
+        await PutFormAsync(
+             client,
+             $"/settings/rbac/users/local/{Username}",
+             new() { ["name"] = Username, ["password"] = Password, ["roles"] = "admin" }).ConfigureAwait(false);
+        await WaitForSuccessAsync(
+             client,
+             "/pools/default/buckets/default",
+             content => content.IndexOf(@"""status"":""healthy""", StringComparison.OrdinalIgnoreCase) >= 0).ConfigureAwait(false);
+
+        using var queryClient = new HttpClient
+        {
+            BaseAddress = new UriBuilder(Uri.UriSchemeHttp, host, queryPort).Uri,
+            Timeout = TimeSpan.FromSeconds(5),
+        };
+        queryClient.DefaultRequestHeaders.Authorization = new AuthenticationHeaderValue("Basic", credentials);
+        await WaitForSuccessAsync(queryClient, "/admin/ping").ConfigureAwait(false);
+        await WaitForSuccessAsync(
+             client,
+             "/pools/default/nodeServices",
+             content => content.IndexOf(@"""n1ql"":8093", StringComparison.OrdinalIgnoreCase) >= 0).ConfigureAwait(false);
+    }
+
+    private static Task PostFormAsync(HttpClient client, string path, Dictionary<string, string> form)
+        => SendFormAsync(client, HttpMethod.Post, path, form);
+
+    private static Task PutFormAsync(HttpClient client, string path, Dictionary<string, string> form)
+        => SendFormAsync(client, HttpMethod.Put, path, form);
+
+    private static async Task SendFormAsync(HttpClient client, HttpMethod method, string path, Dictionary<string, string> form)
+    {
+        using var request = new HttpRequestMessage(method, path)
+        {
+            Content = new FormUrlEncodedContent(form.Select(static pair => new KeyValuePair<string?, string?>(pair.Key, pair.Value))),
+        };
+        using var response = await client.SendAsync(request, HttpCompletionOption.ResponseHeadersRead).ConfigureAwait(false);
+
+        if (!response.IsSuccessStatusCode)
+        {
+            var content = await response.Content.ReadAsStringAsync().ConfigureAwait(false);
+            throw new InvalidOperationException($"Couchbase request '{path}' failed with status {(int)response.StatusCode}: {content}");
+        }
+    }
+
+    private static async Task WaitForSuccessAsync(HttpClient client, string path, Func<string, bool>? responsePredicate = null)
+    {
+        var timeout = DateTime.UtcNow.AddMinutes(2);
+
+        while (DateTime.UtcNow < timeout)
+        {
+            try
+            {
+                using var response = await client.GetAsync(path).ConfigureAwait(false);
+                if (response.IsSuccessStatusCode)
+                {
+                    var content = await response.Content.ReadAsStringAsync().ConfigureAwait(false);
+                    if (responsePredicate is null || responsePredicate(content))
+                    {
+                        return;
+                    }
+                }
+            }
+            catch (HttpRequestException)
+            {
+            }
+            catch (TaskCanceledException)
+            {
+            }
+
+            await Task.Delay(TimeSpan.FromSeconds(1)).ConfigureAwait(false);
+        }
+
+        throw new TimeoutException($"Couchbase endpoint '{path}' did not become ready.");
+    }
+}
diff --git a/tracer/test/Datadog.Trace.TestHelpers.AutoInstrumentation/Containers/KafkaFixture.cs b/tracer/test/Datadog.Trace.TestHelpers.AutoInstrumentation/Containers/KafkaFixture.cs
new file mode 100644
index 000000000000..6e30c6cce5d1
--- /dev/null
+++ b/tracer/test/Datadog.Trace.TestHelpers.AutoInstrumentation/Containers/KafkaFixture.cs
@@ -0,0 +1,55 @@
+// <copyright file="KafkaFixture.cs" company="Datadog">
+// Unless explicitly stated otherwise all files in this repository are licensed under the Apache 2 License.
+// This product includes software developed at Datadog (https://www.datadoghq.com/). Copyright 2017 Datadog, Inc.
+// </copyright>
+
+#nullable enable
+
+using System;
+using System.Collections.Generic;
+using System.Threading.Tasks;
+using DotNet.Testcontainers.Builders;
+using DotNet.Testcontainers.Containers;
+using Testcontainers.Kafka;
+
+namespace Datadog.Trace.TestHelpers.AutoInstrumentation.Containers;
+
+public class KafkaFixture : ContainerFixture
+{
+    private const int ZooKeeperPort = 2181;
+    private const string ZooKeeperAlias = "kafka-zookeeper";
+    private const string ZooKeeperImage = "confluentinc/cp-zookeeper:6.1.1@sha256:a7c0a20dce46a705300cd464e511e9c70ac55ec7e62c024867470a19ce210563";
+    private const string KafkaImage = "confluentinc/cp-server:6.1.1@sha256:4a1ff92bd03e361759ba339c97b4c4b7dbb52d7cea478dda22d034261a8991e4";
+
+    private KafkaContainer KafkaContainer => GetResource<KafkaContainer>("container");
+
+    public override IEnumerable<KeyValuePair<string, string>> GetEnvironmentVariables()
+    {
+        yield return new("KAFKA_BROKER_HOST", KafkaContainer.GetBootstrapAddress());
+    }
+
+    protected override async Task InitializeResources(Action<string, object> registerResource)
+    {
+        var network = new NetworkBuilder().Build();
+        var zooKeeperContainer = new ContainerBuilder(ZooKeeperImage)
+                                .WithNetwork(network)
+                                .WithNetworkAliases(ZooKeeperAlias)
+                                .WithEnvironment("ZOOKEEPER_CLIENT_PORT", ZooKeeperPort.ToString())
+                                .WithEnvironment("ZOOKEEPER_TICK_TIME", "2000")
+                                .WithWaitStrategy(Wait.ForUnixContainer().UntilInternalTcpPortIsAvailable(ZooKeeperPort))
+                                .Build();
+        var kafkaContainer = new KafkaBuilder(KafkaImage)
+                            .WithNetwork(network)
+                            .WithZooKeeper($"{ZooKeeperAlias}:{ZooKeeperPort}")
+                            .WithPortBinding(KafkaBuilder.ZooKeeperPort, true)
+                            .WithEnvironment("KAFKA_AUTO_CREATE_TOPICS_ENABLE", "false")
+                            .Build();
+
+        registerResource("network", network);
+        registerResource("zookeeper", zooKeeperContainer);
+        registerResource("container", kafkaContainer);
+        await network.CreateAsync().ConfigureAwait(false);
+        await StartContainerAsync(zooKeeperContainer).ConfigureAwait(false);
+        await StartContainerAsync(kafkaContainer).ConfigureAwait(false);
+    }
+}
diff --git a/tracer/test/Datadog.Trace.TestHelpers.AutoInstrumentation/Containers/MySql57Fixture.cs b/tracer/test/Datadog.Trace.TestHelpers.AutoInstrumentation/Containers/MySql57Fixture.cs
new file mode 100644
index 000000000000..3863f6ae8b75
--- /dev/null
+++ b/tracer/test/Datadog.Trace.TestHelpers.AutoInstrumentation/Containers/MySql57Fixture.cs
@@ -0,0 +1,67 @@
+// <copyright file="MySql57Fixture.cs" company="Datadog">
+// Unless explicitly stated otherwise all files in this repository are licensed under the Apache 2 License.
+// This product includes software developed at Datadog (https://www.datadoghq.com/). Copyright 2017 Datadog, Inc.
+// </copyright>
+
+#nullable enable
+
+using System;
+using System.Collections.Generic;
+using System.Runtime.InteropServices;
+using System.Threading.Tasks;
+using DotNet.Testcontainers.Builders;
+using DotNet.Testcontainers.Containers;
+
+namespace Datadog.Trace.TestHelpers.AutoInstrumentation.Containers;
+
+public class MySql57Fixture : ContainerFixture
+{
+    private const int MySqlPort = 3306;
+    private const string Username = "mysqldb";
+    private const string Password = "mysqldb";
+    private const string Database = "world";
+    private const string Image = "mysql/mysql-server:5.7@sha256:1178cdd375f758968cd834ac4057bae41307e64b7c69a9e145896e7b11f48064";
+
+    private IContainer? _container;
+
+    public string? Host => _container?.Hostname;
+
+    public ushort? Port => _container?.GetMappedPublicPort(MySqlPort);
+
+    public override IEnumerable<KeyValuePair<string, string>> GetEnvironmentVariables()
+    {
+        if (Host is { } host && Port is { } port)
+        {
+            yield return new("MYSQL57_HOST", host);
+            yield return new("MYSQL57_PORT", port.ToString());
+        }
+    }
+
+    protected override async Task InitializeResources(Action<string, object> registerResource)
+    {
+        // The old MySql.Data tests are marked ArmUnsupported, but their collection also contains MySQL 8 tests.
+        if (RuntimeInformation.ProcessArchitecture == Architecture.Arm64)
+        {
+            return;
+        }
+
+        var container = new ContainerBuilder(Image)
+                       .WithPortBinding(MySqlPort, true)
+                       .WithEnvironment("MYSQL_DATABASE", Database)
+                       .WithEnvironment("MYSQL_ROOT_PASSWORD", Password)
+                       .WithEnvironment("MYSQL_USER", Username)
+                       .WithEnvironment("MYSQL_PASSWORD", Password)
+                       .WithWaitStrategy(
+                            Wait.ForUnixContainer()
+                                // mysqladmin can reach the temporary server used by the image's initialization script.
+                                // Wait for that phase to finish before probing the final server.
+                                .UntilMessageIsLogged("MySQL init process done. Ready for start up.")
+                                .UntilCommandIsCompleted("mysqladmin", "ping", "--silent", "-h", "localhost", "-u", "root", $"-p{Password}"))
+                       .Build();
+
+        registerResource("container", container);
+        await StartContainerAsync(container).ConfigureAwait(false);
+
+        _container = container;
+    }
+}
diff --git a/tracer/test/Datadog.Trace.TestHelpers.AutoInstrumentation/Containers/MySql8Fixture.cs b/tracer/test/Datadog.Trace.TestHelpers.AutoInstrumentation/Containers/MySql8Fixture.cs
new file mode 100644
index 000000000000..8b5a0e4aebaf
--- /dev/null
+++ b/tracer/test/Datadog.Trace.TestHelpers.AutoInstrumentation/Containers/MySql8Fixture.cs
@@ -0,0 +1,55 @@
+// <copyright file="MySql8Fixture.cs" company="Datadog">
+// Unless explicitly stated otherwise all files in this repository are licensed under the Apache 2 License.
+// This product includes software developed at Datadog (https://www.datadoghq.com/). Copyright 2017 Datadog, Inc.
+// </copyright>
+
+#nullable enable
+
+using System;
+using System.Collections.Generic;
+using System.Threading.Tasks;
+using DotNet.Testcontainers.Builders;
+using DotNet.Testcontainers.Containers;
+
+namespace Datadog.Trace.TestHelpers.AutoInstrumentation.Containers;
+
+public class MySql8Fixture : ContainerFixture
+{
+    private const int MySqlPort = 3306;
+    private const string Username = "mysqldb";
+    private const string Password = "mysqldb";
+    private const string Database = "world";
+    private const string Image = "mysql/mysql-server:8.0@sha256:d6c8301b7834c5b9c2b733b10b7e630f441af7bc917c74dba379f24eeeb6a313";
+
+    public string Host => Container.Hostname;
+
+    public ushort Port => Container.GetMappedPublicPort(MySqlPort);
+
+    private IContainer Container => GetResource<IContainer>("container");
+
+    public override IEnumerable<KeyValuePair<string, string>> GetEnvironmentVariables()
+    {
+        yield return new("MYSQL_HOST", Host);
+        yield return new("MYSQL_PORT", Port.ToString());
+    }
+
+    protected override async Task InitializeResources(Action<string, object> registerResource)
+    {
+        var container = new ContainerBuilder(Image)
+                       .WithPortBinding(MySqlPort, true)
+                       .WithEnvironment("MYSQL_DATABASE", Database)
+                       .WithEnvironment("MYSQL_ROOT_PASSWORD", Password)
+                       .WithEnvironment("MYSQL_USER", Username)
+                       .WithEnvironment("MYSQL_PASSWORD", Password)
+                       .WithWaitStrategy(
+                            Wait.ForUnixContainer()
+                                // mysqladmin can reach the temporary server used by the image's initialization script.
+                                // Wait for that phase to finish before probing the final server.
+                                .UntilMessageIsLogged("MySQL init process done. Ready for start up.")
+                                .UntilCommandIsCompleted("mysqladmin", "ping", "--silent", "-h", "localhost", "-u", "root", $"-p{Password}"))
+                       .Build();
+
+        registerResource("container", container);
+        await StartContainerAsync(container).ConfigureAwait(false);
+    }
+}
diff --git a/tracer/test/Datadog.Trace.TestHelpers.AutoInstrumentation/Containers/PostgresFixture.cs b/tracer/test/Datadog.Trace.TestHelpers.AutoInstrumentation/Containers/PostgresFixture.cs
new file mode 100644
index 000000000000..a9d68fab4388
--- /dev/null
+++ b/tracer/test/Datadog.Trace.TestHelpers.AutoInstrumentation/Containers/PostgresFixture.cs
@@ -0,0 +1,48 @@
+// <copyright file="PostgresFixture.cs" company="Datadog">
+// Unless explicitly stated otherwise all files in this repository are licensed under the Apache 2 License.
+// This product includes software developed at Datadog (https://www.datadoghq.com/). Copyright 2017 Datadog, Inc.
+// </copyright>
+
+#nullable enable
+
+using System;
+using System.Collections.Generic;
+using System.Threading.Tasks;
+using DotNet.Testcontainers.Builders;
+using DotNet.Testcontainers.Containers;
+
+namespace Datadog.Trace.TestHelpers.AutoInstrumentation.Containers;
+
+public class PostgresFixture : ContainerFixture
+{
+    private const int PostgresPort = 5432;
+    private const string Username = "postgres";
+    private const string Password = "postgres";
+    private const string Database = "postgres";
+    private const string Image = "postgres:10.5-alpine@sha256:295a08ddd9efa1612c46033f0b96c3976f80f49c7ce29e05916b0af557806117";
+
+    public string Host => Container.Hostname;
+
+    public ushort Port => Container.GetMappedPublicPort(PostgresPort);
+
+    private IContainer Container => GetResource<IContainer>("container");
+
+    public override IEnumerable<KeyValuePair<string, string>> GetEnvironmentVariables()
+    {
+        yield return new("POSTGRES_CONNECTION_STRING", $"Host={Host};Port={Port};Username={Username};Password={Password};Database={Database}");
+    }
+
+    protected override async Task InitializeResources(Action<string, object> registerResource)
+    {
+        var container = new ContainerBuilder(Image)
+                       .WithPortBinding(PostgresPort, true)
+                       .WithEnvironment("POSTGRES_USER", Username)
+                       .WithEnvironment("POSTGRES_PASSWORD", Password)
+                       .WithEnvironment("POSTGRES_DB", Database)
+                       .WithWaitStrategy(Wait.ForUnixContainer().UntilCommandIsCompleted("pg_isready", "-h", "localhost", "-U", Username))
+                       .Build();
+
+        registerResource("container", container);
+        await StartContainerAsync(container).ConfigureAwait(false);
+    }
+}
diff --git a/tracer/test/Datadog.Trace.TestHelpers.AutoInstrumentation/Containers/RabbitMqFixture.cs b/tracer/test/Datadog.Trace.TestHelpers.AutoInstrumentation/Containers/RabbitMqFixture.cs
new file mode 100644
index 000000000000..857e0fbc8373
--- /dev/null
+++ b/tracer/test/Datadog.Trace.TestHelpers.AutoInstrumentation/Containers/RabbitMqFixture.cs
@@ -0,0 +1,45 @@
+// <copyright file="RabbitMqFixture.cs" company="Datadog">
+// Unless explicitly stated otherwise all files in this repository are licensed under the Apache 2 License.
+// This product includes software developed at Datadog (https://www.datadoghq.com/). Copyright 2017 Datadog, Inc.
+// </copyright>
+
+#nullable enable
+
+using System;
+using System.Collections.Generic;
+using System.Threading.Tasks;
+using DotNet.Testcontainers.Containers;
+using Testcontainers.RabbitMq;
+
+namespace Datadog.Trace.TestHelpers.AutoInstrumentation.Containers;
+
+public class RabbitMqFixture : ContainerFixture
+{
+    private const string Image = "rabbitmq:3-management@sha256:e582c0bc7766f3342496d8485efb5a1df782b5ce3886ad017e2eaae442311f69";
+    private const string Username = "guest";
+    private const string Password = "guest";
+
+    public string Host => Container.Hostname;
+
+    public ushort Port => Container.GetMappedPublicPort(RabbitMqBuilder.RabbitMqPort);
+
+    private IContainer Container => GetResource<IContainer>("container");
+
+    public override IEnumerable<KeyValuePair<string, string>> GetEnvironmentVariables()
+    {
+        yield return new("RABBITMQ_HOST", Host);
+        yield return new("RABBITMQ_PORT", Port.ToString());
+    }
+
+    protected override async Task InitializeResources(Action<string, object> registerResource)
+    {
+        // Preserve the RabbitMQ.Client default credentials used by the samples.
+        var container = new RabbitMqBuilder(Image)
+                       .WithUsername(Username)
+                       .WithPassword(Password)
+                       .Build();
+
+        registerResource("container", container);
+        await StartContainerAsync(container).ConfigureAwait(false);
+    }
+}
diff --git a/tracer/test/Datadog.Trace.TestHelpers.AutoInstrumentation/Containers/ServiceStackRedisFixture.cs b/tracer/test/Datadog.Trace.TestHelpers.AutoInstrumentation/Containers/ServiceStackRedisFixture.cs
new file mode 100644
index 000000000000..679f21e63959
--- /dev/null
+++ b/tracer/test/Datadog.Trace.TestHelpers.AutoInstrumentation/Containers/ServiceStackRedisFixture.cs
@@ -0,0 +1,52 @@
+// <copyright file="ServiceStackRedisFixture.cs" company="Datadog">
+// Unless explicitly stated otherwise all files in this repository are licensed under the Apache 2 License.
+// This product includes software developed at Datadog (https://www.datadoghq.com/). Copyright 2017 Datadog, Inc.
+// </copyright>
+
+#nullable enable
+
+using System;
+using System.Collections.Generic;
+using System.Runtime.InteropServices;
+using System.Threading.Tasks;
+using DotNet.Testcontainers.Builders;
+using DotNet.Testcontainers.Containers;
+
+namespace Datadog.Trace.TestHelpers.AutoInstrumentation.Containers;
+
+public class ServiceStackRedisFixture : ContainerFixture
+{
+    private const int RedisPort = 6379;
+    private const string DefaultHostConfiguration = "localhost:6379";
+
+    private string? _hostConfiguration;
+
+    protected IContainer Container => GetResource<IContainer>("container");
+
+    public override IEnumerable<KeyValuePair<string, string>> GetEnvironmentVariables()
+    {
+        yield return new(
+            "SERVICESTACK_REDIS_HOST",
+            _hostConfiguration ?? $"{Container.Hostname}:{Container.GetMappedPublicPort(RedisPort)}");
+    }
+
+    protected override async Task InitializeResources(Action<string, object> registerResource)
+    {
+        var hostConfiguration = Environment.GetEnvironmentVariable("SERVICESTACK_REDIS_HOST");
+        if (RuntimeInformation.IsOSPlatform(OSPlatform.Windows) || !string.IsNullOrEmpty(hostConfiguration))
+        {
+            _hostConfiguration = string.IsNullOrEmpty(hostConfiguration) ? DefaultHostConfiguration : hostConfiguration;
+            return;
+        }
+
+        // Keep synchronized with the image version in docker-compose.yml.
+        var container = new ContainerBuilder("redis:4-alpine@sha256:aaf7c123077a5e45ab2328b5ef7e201b5720616efac498d55e65a7afbb96ae20")
+                       .WithCommand("redis-server", "--bind", "0.0.0.0")
+                       .WithPortBinding(RedisPort, true)
+                       .WithWaitStrategy(Wait.ForUnixContainer().UntilInternalTcpPortIsAvailable(RedisPort))
+                       .Build();
+
+        registerResource("container", container);
+        await StartContainerAsync(container).ConfigureAwait(false);
+    }
+}
diff --git a/tracer/test/Datadog.Trace.TestHelpers.AutoInstrumentation/Containers/SqlServerFixture.cs b/tracer/test/Datadog.Trace.TestHelpers.AutoInstrumentation/Containers/SqlServerFixture.cs
new file mode 100644
index 000000000000..252cf2b9a7f3
--- /dev/null
+++ b/tracer/test/Datadog.Trace.TestHelpers.AutoInstrumentation/Containers/SqlServerFixture.cs
@@ -0,0 +1,98 @@
+// <copyright file="SqlServerFixture.cs" company="Datadog">
+// Unless explicitly stated otherwise all files in this repository are licensed under the Apache 2 License.
+// This product includes software developed at Datadog (https://www.datadoghq.com/). Copyright 2017 Datadog, Inc.
+// </copyright>
+
+#nullable enable
+
+using System;
+using System.Collections.Generic;
+using System.Data.Common;
+using System.Runtime.InteropServices;
+using System.Threading.Tasks;
+using DotNet.Testcontainers.Builders;
+using DotNet.Testcontainers.Containers;
+using Testcontainers.MsSql;
+
+namespace Datadog.Trace.TestHelpers.AutoInstrumentation.Containers;
+
+public class SqlServerFixture : ContainerFixture
+{
+    private const int SqlServerPort = 1433;
+    private const string Password = "Strong!Passw0rd";
+    private const string SqlServerImage = "mcr.microsoft.com/mssql/server:latest@sha256:2cd0aec4a3bfc3cf9205bed3f7922f4c6208f7c767dc62edcee308d0fd7d56d0";
+    private const string AzureSqlEdgeImage = "mcr.microsoft.com/azure-sql-edge:latest@sha256:902628a8be89e35dfb7895ca31d602974c7bafde4d583a0d0873844feb1c42cf";
+
+    private string? _connectionString;
+
+    public string? HostAndPort { get; private set; }
+
+    public override IEnumerable<KeyValuePair<string, string>> GetEnvironmentVariables()
+    {
+        if (_connectionString is not null)
+        {
+            yield return new("SQLSERVER_CONNECTION_STRING", _connectionString);
+        }
+    }
+
+    protected override async Task InitializeResources(Action<string, object> registerResource)
+    {
+        var connectionString = Environment.GetEnvironmentVariable("SQLSERVER_CONNECTION_STRING");
+        if (!string.IsNullOrEmpty(connectionString))
+        {
+            _connectionString = connectionString;
+            HostAndPort = GetHost(connectionString);
+            return;
+        }
+
+        // Windows provides LocalDB.
+        if (RuntimeInformation.IsOSPlatform(OSPlatform.Windows))
+        {
+            return;
+        }
+
+        IContainer container;
+        if (RuntimeInformation.ProcessArchitecture == Architecture.Arm64)
+        {
+            // mssql/server has no native arm64 image. Azure SQL Edge does not include the sqlcmd binary
+            // used by MsSqlBuilder's readiness check, so wait for its ready message instead. Explicitly
+            // bound the wait because Testcontainers defaults to one hour.
+            container = new ContainerBuilder(AzureSqlEdgeImage)
+                       .WithPortBinding(SqlServerPort, true)
+                       .WithEnvironment("ACCEPT_EULA", "Y")
+                       .WithEnvironment("MSSQL_SA_PASSWORD", Password)
+                       .WithWaitStrategy(
+                            Wait.ForUnixContainer()
+                                .UntilMessageIsLogged(
+                                     "SQL Server is now ready for client connections",
+                                     strategy => strategy.WithTimeout(TimeSpan.FromMinutes(2))))
+                       .Build();
+        }
+        else
+        {
+            container = new MsSqlBuilder(SqlServerImage)
+                       .WithPassword(Password)
+                       .Build();
+        }
+
+        registerResource("container", container);
+        await StartContainerAsync(container).ConfigureAwait(false);
+
+        HostAndPort = $"{container.Hostname},{container.GetMappedPublicPort(SqlServerPort)}";
+        _connectionString = $"Server={HostAndPort};User=sa;Password={Password};TrustServerCertificate=True";
+    }
+
+    private static string? GetHost(string connectionString)
+    {
+        var builder = new DbConnectionStringBuilder { ConnectionString = connectionString };
+        foreach (var name in new[] { "Server", "Data Source", "DataSource", "Network Address", "NetworkAddress", "Address", "Addr", "Host", "Hostname", "Host Name" })
+        {
+            if (builder.TryGetValue(name, out var value) && value is string host)
+            {
+                return host;
+            }
+        }
+
+        return null;
+    }
+}
diff --git a/tracer/test/Datadog.Trace.TestHelpers.AutoInstrumentation/Containers/StackExchangeRedisFixture.cs b/tracer/test/Datadog.Trace.TestHelpers.AutoInstrumentation/Containers/StackExchangeRedisFixture.cs
new file mode 100644
index 000000000000..14a8c2996e97
--- /dev/null
+++ b/tracer/test/Datadog.Trace.TestHelpers.AutoInstrumentation/Containers/StackExchangeRedisFixture.cs
@@ -0,0 +1,167 @@
+// <copyright file="StackExchangeRedisFixture.cs" company="Datadog">
+// Unless explicitly stated otherwise all files in this repository are licensed under the Apache 2 License.
+// This product includes software developed at Datadog (https://www.datadoghq.com/). Copyright 2017 Datadog, Inc.
+// </copyright>
+
+#nullable enable
+
+using System;
+using System.Collections.Generic;
+using System.Runtime.InteropServices;
+using System.Threading.Tasks;
+using DotNet.Testcontainers.Builders;
+using DotNet.Testcontainers.Containers;
+
+namespace Datadog.Trace.TestHelpers.AutoInstrumentation.Containers;
+
+public class StackExchangeRedisFixture : ContainerFixture
+{
+    private const int RedisPort = 6379;
+    private const string PrimaryAlias = "stackexchangeredis";
+    private const string DefaultHostConfiguration = "localhost:6379,localhost:6380";
+
+    private Endpoint? _primaryEndpoint;
+    private Endpoint? _replicaEndpoint;
+    private string? _hostConfiguration;
+    private string? _singleHostConfiguration;
+
+    public string PrimaryHost => _primaryEndpoint!.Host;
+
+    public ushort PrimaryPort => _primaryEndpoint!.Port;
+
+    public string ReplicaHost => _replicaEndpoint!.Host;
+
+    public ushort ReplicaPort => _replicaEndpoint!.Port;
+
+    public override IEnumerable<KeyValuePair<string, string>> GetEnvironmentVariables()
+    {
+        if (_hostConfiguration is null || _singleHostConfiguration is null)
+        {
+            yield break;
+        }
+
+        yield return new("STACKEXCHANGE_REDIS_HOST", _hostConfiguration);
+        yield return new("STACKEXCHANGE_REDIS_SINGLE_HOST", _singleHostConfiguration);
+    }
+
+    protected override async Task InitializeResources(Action<string, object> registerResource)
+    {
+        // Windows tests use an existing Redis instance because CI does not provide Docker.
+        if (RuntimeInformation.IsOSPlatform(OSPlatform.Windows))
+        {
+            var hostConfiguration = Environment.GetEnvironmentVariable("STACKEXCHANGE_REDIS_HOST");
+            _hostConfiguration = string.IsNullOrEmpty(hostConfiguration) ? DefaultHostConfiguration : hostConfiguration;
+            var endpoints = ParseEndpoints(_hostConfiguration);
+            _primaryEndpoint = endpoints[0];
+            _replicaEndpoint = endpoints.Count > 1 ? endpoints[1] : endpoints[0];
+            var singleHostConfiguration = Environment.GetEnvironmentVariable("STACKEXCHANGE_REDIS_SINGLE_HOST");
+            _singleHostConfiguration = string.IsNullOrEmpty(singleHostConfiguration) ? endpoints[0].ToString() : singleHostConfiguration;
+            return;
+        }
+
+        // Keep synchronized with the image version in docker-compose.yml.
+        const string image = "redis:4-alpine@sha256:aaf7c123077a5e45ab2328b5ef7e201b5720616efac498d55e65a7afbb96ae20";
+
+        var network = new NetworkBuilder().Build();
+        var primaryContainer = new ContainerBuilder(image)
+                              .WithCommand("redis-server", "--bind", "0.0.0.0")
+                              .WithNetwork(network)
+                              .WithNetworkAliases(PrimaryAlias)
+                              .WithPortBinding(RedisPort, true)
+                              .WithWaitStrategy(Wait.ForUnixContainer().UntilInternalTcpPortIsAvailable(RedisPort))
+                              .Build();
+        var replicaContainer = new ContainerBuilder(image)
+                              .WithCommand("redis-server", "--bind", "0.0.0.0", "--slaveof", PrimaryAlias, "6379")
+                              .WithNetwork(network)
+                              .WithPortBinding(RedisPort, true)
+                              .WithWaitStrategy(
+                                   Wait.ForUnixContainer()
+                                       .UntilInternalTcpPortIsAvailable(RedisPort)
+                                       .UntilCommandIsCompleted("sh", "-c", "redis-cli info replication | grep -q 'master_link_status:up'"))
+                              .Build();
+        var singleContainer = new ContainerBuilder(image)
+                             .WithCommand("redis-server", "--bind", "0.0.0.0")
+                             .WithNetwork(network)
+                             .WithPortBinding(RedisPort, true)
+                             .WithWaitStrategy(Wait.ForUnixContainer().UntilInternalTcpPortIsAvailable(RedisPort))
+                             .Build();
+
+        registerResource("network", network);
+        registerResource("primary", primaryContainer);
+        registerResource("replica", replicaContainer);
+        registerResource("single", singleContainer);
+        await network.CreateAsync().ConfigureAwait(false);
+        await StartContainerAsync(primaryContainer).ConfigureAwait(false);
+        await Task.WhenAll(StartContainerAsync(replicaContainer), StartContainerAsync(singleContainer)).ConfigureAwait(false);
+
+        _primaryEndpoint = new Endpoint(primaryContainer.Hostname, primaryContainer.GetMappedPublicPort(RedisPort));
+        _replicaEndpoint = new Endpoint(replicaContainer.Hostname, replicaContainer.GetMappedPublicPort(RedisPort));
+        _hostConfiguration = $"{_primaryEndpoint},{_replicaEndpoint}";
+        _singleHostConfiguration = $"{singleContainer.Hostname}:{singleContainer.GetMappedPublicPort(RedisPort)}";
+    }
+
+    private static List<Endpoint> ParseEndpoints(string configuration)
+    {
+        var endpoints = new List<Endpoint>();
+        foreach (var value in configuration.Split(','))
+        {
+            var trimmedValue = value.Trim();
+            if (trimmedValue.Length == 0 || trimmedValue.Contains("="))
+            {
+                continue;
+            }
+
+            endpoints.Add(Endpoint.Parse(trimmedValue));
+            if (endpoints.Count == 2)
+            {
+                break;
+            }
+        }
+
+        if (endpoints.Count == 0)
+        {
+            throw new InvalidOperationException("STACKEXCHANGE_REDIS_HOST must contain at least one Redis endpoint.");
+        }
+
+        return endpoints;
+    }
+
+    private sealed class Endpoint
+    {
+        public Endpoint(string host, ushort port)
+        {
+            Host = host;
+            Port = port;
+        }
+
+        public string Host { get; }
+
+        public ushort Port { get; }
+
+        public static Endpoint Parse(string value)
+        {
+            if (value[0] == '[')
+            {
+                var closingBracketIndex = value.IndexOf(']');
+                if (closingBracketIndex > 0)
+                {
+                    var host = value.Substring(1, closingBracketIndex - 1);
+                    var portValue = value.Substring(closingBracketIndex + 1).TrimStart(':');
+                    return new Endpoint(host, ParsePort(portValue));
+                }
+            }
+
+            var separatorIndex = value.LastIndexOf(':');
+            if (separatorIndex > 0 && ushort.TryParse(value.Substring(separatorIndex + 1), out var port))
+            {
+                return new Endpoint(value.Substring(0, separatorIndex), port);
+            }
+
+            return new Endpoint(value, RedisPort);
+        }
+
+        public override string ToString() => Host.IndexOf(':') >= 0 ? $"[{Host}]:{Port}" : $"{Host}:{Port}";
+
+        private static ushort ParsePort(string value) => ushort.TryParse(value, out var port) ? port : (ushort)RedisPort;
+    }
+}
diff --git a/tracer/test/Datadog.Trace.TestHelpers.AutoInstrumentation/Datadog.Trace.TestHelpers.AutoInstrumentation.csproj b/tracer/test/Datadog.Trace.TestHelpers.AutoInstrumentation/Datadog.Trace.TestHelpers.AutoInstrumentation.csproj
index 499642cefe0f..be3eb5d4de62 100644
--- a/tracer/test/Datadog.Trace.TestHelpers.AutoInstrumentation/Datadog.Trace.TestHelpers.AutoInstrumentation.csproj
+++ b/tracer/test/Datadog.Trace.TestHelpers.AutoInstrumentation/Datadog.Trace.TestHelpers.AutoInstrumentation.csproj
@@ -1,8 +1,12 @@
 <Project Sdk="Microsoft.NET.Sdk">
 
   <ItemGroup>
+    <PackageReference Include="Newtonsoft.Json" Version="13.0.2" />
     <PackageReference Include="SharpPdb" Version="1.0.4" />
-    <PackageReference Include="Testcontainers" Version="3.6.0" />
+    <PackageReference Include="Testcontainers" Version="4.11.0" />
+    <PackageReference Include="Testcontainers.Kafka" Version="4.11.0" />
+    <PackageReference Include="Testcontainers.MsSql" Version="4.11.0" />
+    <PackageReference Include="Testcontainers.RabbitMq" Version="4.11.0" />
   </ItemGroup>
 
   <ItemGroup>
diff --git a/tracer/test/Datadog.Trace.TestHelpers.AutoInstrumentation/DockerTestFramework.cs b/tracer/test/Datadog.Trace.TestHelpers.AutoInstrumentation/DockerTestFramework.cs
deleted file mode 100644
index 1d998299f215..000000000000
--- a/tracer/test/Datadog.Trace.TestHelpers.AutoInstrumentation/DockerTestFramework.cs
+++ /dev/null
@@ -1,59 +0,0 @@
-// <copyright file="DockerTestFramework.cs" company="Datadog">
-// Unless explicitly stated otherwise all files in this repository are licensed under the Apache 2 License.
-// This product includes software developed at Datadog (https://www.datadoghq.com/). Copyright 2017 Datadog, Inc.
-// </copyright>
-
-using System;
-using System.Collections.Generic;
-using System.Linq;
-using System.Threading.Tasks;
-using Datadog.Trace.TestHelpers.AutoInstrumentation.Containers;
-using Xunit;
-using Xunit.Abstractions;
-using Xunit.Sdk;
-
-namespace Datadog.Trace.TestHelpers.AutoInstrumentation;
-
-public class DockerTestFramework : CustomTestFramework
-{
-    public DockerTestFramework(IMessageSink messageSink)
-        : base(messageSink)
-    {
-    }
-
-    public DockerTestFramework(IMessageSink messageSink, Type typeTestedAssembly)
-        : base(messageSink, typeTestedAssembly)
-    {
-    }
-
-    protected override async Task RunTestCollectionsCallback(IMessageSink diagnosticsMessageSink, IEnumerable<IXunitTestCase> testCases)
-    {
-        var containerFixtures = testCases
-                               .Select(t => t.Method.ToRuntimeMethod().DeclaringType)
-                               .Where(t => t.GetInterfaces().Any(i => i.IsGenericType && i.GetGenericTypeDefinition() == typeof(IClassFixture<>)))
-                               .ToList();
-
-        foreach (var type in containerFixtures)
-        {
-            // Retrieve all the types of container fixtures
-            var fixtureTypes = type.GetInterfaces()
-                                   .Where(i => i.IsGenericType && i.GetGenericTypeDefinition() == typeof(IClassFixture<>))
-                                   .Select(i => i.GetGenericArguments()[0])
-                                   .Where(t => typeof(ContainerFixture).IsAssignableFrom(t))
-                                   .ToList();
-
-            foreach (var fixtureType in fixtureTypes)
-            {
-                try
-                {
-                    var fixture = (ContainerFixture)Activator.CreateInstance(fixtureType);
-                    await fixture!.InitializeAsync();
-                }
-                catch (Exception ex)
-                {
-                    DiagnosticMessageSink.OnMessage(new DiagnosticMessage($"ERROR: {fixtureType.Name} ({ex.Message})"));
-                }
-            }
-        }
-    }
-}
diff --git a/tracer/test/snapshots/Couchbase3Tests.SchemaV0.verified.txt b/tracer/test/snapshots/Couchbase3Tests.SchemaV0.verified.txt
index 7b2913dfa20a..7282cecde5b5 100644
--- a/tracer/test/snapshots/Couchbase3Tests.SchemaV0.verified.txt
+++ b/tracer/test/snapshots/Couchbase3Tests.SchemaV0.verified.txt
@@ -187,13 +187,13 @@
     TraceId: Id_15,
     SpanId: Id_16,
     Name: couchbase.query,
-    Resource: Hello,
+    Resource: NoOp,
     Service: Samples.Couchbase3-couchbase,
     Type: db,
     Tags: {
       component: Couchbase,
-      couchbase.operation.code: Hello,
-      couchbase.operation.key: obfuscated,
+      couchbase.operation.code: NoOp,
+      couchbase.operation.key: ,
       db.couchbase.seed.nodes: couchbase,
       env: integration_tests,
       language: dotnet,
@@ -213,13 +213,13 @@
     TraceId: Id_17,
     SpanId: Id_18,
     Name: couchbase.query,
-    Resource: Hello,
+    Resource: NoOp,
     Service: Samples.Couchbase3-couchbase,
     Type: db,
     Tags: {
       component: Couchbase,
-      couchbase.operation.code: Hello,
-      couchbase.operation.key: obfuscated,
+      couchbase.operation.code: NoOp,
+      couchbase.operation.key: ,
       db.couchbase.seed.nodes: couchbase,
       env: integration_tests,
       language: dotnet,
@@ -239,6 +239,58 @@
     TraceId: Id_19,
     SpanId: Id_20,
     Name: couchbase.query,
+    Resource: SaslList,
+    Service: Samples.Couchbase3-couchbase,
+    Type: db,
+    Tags: {
+      component: Couchbase,
+      couchbase.operation.code: SaslList,
+      couchbase.operation.key: ,
+      db.couchbase.seed.nodes: couchbase,
+      env: integration_tests,
+      language: dotnet,
+      runtime-id: Guid_1,
+      span.kind: client,
+      _dd.base_service: Samples.Couchbase3,
+      _dd.svc_src: couchbase
+    },
+    Metrics: {
+      process_id: 0,
+      _dd.top_level: 1.0,
+      _dd.tracer_kr: 1.0,
+      _sampling_priority_v1: 1.0
+    }
+  },
+  {
+    TraceId: Id_21,
+    SpanId: Id_22,
+    Name: couchbase.query,
+    Resource: SaslList,
+    Service: Samples.Couchbase3-couchbase,
+    Type: db,
+    Tags: {
+      component: Couchbase,
+      couchbase.operation.code: SaslList,
+      couchbase.operation.key: ,
+      db.couchbase.seed.nodes: couchbase,
+      env: integration_tests,
+      language: dotnet,
+      runtime-id: Guid_1,
+      span.kind: client,
+      _dd.base_service: Samples.Couchbase3,
+      _dd.svc_src: couchbase
+    },
+    Metrics: {
+      process_id: 0,
+      _dd.top_level: 1.0,
+      _dd.tracer_kr: 1.0,
+      _sampling_priority_v1: 1.0
+    }
+  },
+  {
+    TraceId: Id_23,
+    SpanId: Id_24,
+    Name: couchbase.query,
     Resource: SelectBucket,
     Service: Samples.Couchbase3-couchbase,
     Type: db,
@@ -262,8 +314,8 @@
     }
   },
   {
-    TraceId: Id_21,
-    SpanId: Id_22,
+    TraceId: Id_25,
+    SpanId: Id_26,
     Name: couchbase.query,
     Resource: SelectBucket,
     Service: Samples.Couchbase3-couchbase,
@@ -288,8 +340,8 @@
     }
   },
   {
-    TraceId: Id_23,
-    SpanId: Id_24,
+    TraceId: Id_27,
+    SpanId: Id_28,
     Name: couchbase.query,
     Resource: Set,
     Service: Samples.Couchbase3-couchbase,
diff --git a/tracer/test/snapshots/Couchbase3Tests.SchemaV1.verified.txt b/tracer/test/snapshots/Couchbase3Tests.SchemaV1.verified.txt
index e8408ab96e75..8782d778479b 100644
--- a/tracer/test/snapshots/Couchbase3Tests.SchemaV1.verified.txt
+++ b/tracer/test/snapshots/Couchbase3Tests.SchemaV1.verified.txt
@@ -194,13 +194,13 @@
     TraceId: Id_15,
     SpanId: Id_16,
     Name: couchbase.query,
-    Resource: Hello,
+    Resource: NoOp,
     Service: Samples.Couchbase3,
     Type: db,
     Tags: {
       component: Couchbase,
-      couchbase.operation.code: Hello,
-      couchbase.operation.key: obfuscated,
+      couchbase.operation.code: NoOp,
+      couchbase.operation.key: ,
       db.couchbase.seed.nodes: couchbase,
       env: integration_tests,
       language: dotnet,
@@ -221,13 +221,13 @@
     TraceId: Id_17,
     SpanId: Id_18,
     Name: couchbase.query,
-    Resource: Hello,
+    Resource: NoOp,
     Service: Samples.Couchbase3,
     Type: db,
     Tags: {
       component: Couchbase,
-      couchbase.operation.code: Hello,
-      couchbase.operation.key: obfuscated,
+      couchbase.operation.code: NoOp,
+      couchbase.operation.key: ,
       db.couchbase.seed.nodes: couchbase,
       env: integration_tests,
       language: dotnet,
@@ -248,6 +248,60 @@
     TraceId: Id_19,
     SpanId: Id_20,
     Name: couchbase.query,
+    Resource: SaslList,
+    Service: Samples.Couchbase3,
+    Type: db,
+    Tags: {
+      component: Couchbase,
+      couchbase.operation.code: SaslList,
+      couchbase.operation.key: ,
+      db.couchbase.seed.nodes: couchbase,
+      env: integration_tests,
+      language: dotnet,
+      peer.service: couchbase,
+      runtime-id: Guid_1,
+      span.kind: client,
+      version: 1.0.0,
+      _dd.peer.service.source: db.couchbase.seed.nodes
+    },
+    Metrics: {
+      process_id: 0,
+      _dd.top_level: 1.0,
+      _dd.tracer_kr: 1.0,
+      _sampling_priority_v1: 1.0
+    }
+  },
+  {
+    TraceId: Id_21,
+    SpanId: Id_22,
+    Name: couchbase.query,
+    Resource: SaslList,
+    Service: Samples.Couchbase3,
+    Type: db,
+    Tags: {
+      component: Couchbase,
+      couchbase.operation.code: SaslList,
+      couchbase.operation.key: ,
+      db.couchbase.seed.nodes: couchbase,
+      env: integration_tests,
+      language: dotnet,
+      peer.service: couchbase,
+      runtime-id: Guid_1,
+      span.kind: client,
+      version: 1.0.0,
+      _dd.peer.service.source: db.couchbase.seed.nodes
+    },
+    Metrics: {
+      process_id: 0,
+      _dd.top_level: 1.0,
+      _dd.tracer_kr: 1.0,
+      _sampling_priority_v1: 1.0
+    }
+  },
+  {
+    TraceId: Id_23,
+    SpanId: Id_24,
+    Name: couchbase.query,
     Resource: SelectBucket,
     Service: Samples.Couchbase3,
     Type: db,
@@ -272,8 +326,8 @@
     }
   },
   {
-    TraceId: Id_21,
-    SpanId: Id_22,
+    TraceId: Id_25,
+    SpanId: Id_26,
     Name: couchbase.query,
     Resource: SelectBucket,
     Service: Samples.Couchbase3,
@@ -299,8 +353,8 @@
     }
   },
   {
-    TraceId: Id_23,
-    SpanId: Id_24,
+    TraceId: Id_27,
+    SpanId: Id_28,
     Name: couchbase.query,
     Resource: Set,
     Service: Samples.Couchbase3,
diff --git a/tracer/test/snapshots/Couchbase3Tests_3_8.SchemaV0.verified.txt b/tracer/test/snapshots/Couchbase3Tests_3_8.SchemaV0.verified.txt
new file mode 100644
index 000000000000..6a4328036058
--- /dev/null
+++ b/tracer/test/snapshots/Couchbase3Tests_3_8.SchemaV0.verified.txt
@@ -0,0 +1,372 @@
+[
+  {
+    TraceId: Id_1,
+    SpanId: Id_2,
+    Name: couchbase.query,
+    Resource: Delete,
+    Service: Samples.Couchbase3-couchbase,
+    Type: db,
+    Tags: {
+      component: Couchbase,
+      couchbase.operation.bucket: default,
+      couchbase.operation.code: Delete,
+      couchbase.operation.key: my-document-key,
+      db.couchbase.seed.nodes: couchbase,
+      env: integration_tests,
+      language: dotnet,
+      runtime-id: Guid_1,
+      span.kind: client,
+      _dd.base_service: Samples.Couchbase3,
+      _dd.svc_src: couchbase
+    },
+    Metrics: {
+      process_id: 0,
+      _dd.top_level: 1.0,
+      _dd.tracer_kr: 1.0,
+      _sampling_priority_v1: 1.0
+    }
+  },
+  {
+    TraceId: Id_3,
+    SpanId: Id_4,
+    Name: couchbase.query,
+    Resource: Delete,
+    Service: Samples.Couchbase3-couchbase,
+    Type: db,
+    Error: 1,
+    Tags: {
+      component: Couchbase,
+      couchbase.operation.bucket: default,
+      couchbase.operation.code: Delete,
+      couchbase.operation.key: does-not-exist,
+      db.couchbase.seed.nodes: couchbase,
+      env: integration_tests,
+      error.msg: KeyNotFound,
+      language: dotnet,
+      runtime-id: Guid_1,
+      span.kind: client,
+      _dd.base_service: Samples.Couchbase3,
+      _dd.svc_src: couchbase
+    },
+    Metrics: {
+      process_id: 0,
+      _dd.top_level: 1.0,
+      _dd.tracer_kr: 1.0,
+      _sampling_priority_v1: 1.0
+    }
+  },
+  {
+    TraceId: Id_5,
+    SpanId: Id_6,
+    Name: couchbase.query,
+    Resource: Get,
+    Service: Samples.Couchbase3-couchbase,
+    Type: db,
+    Tags: {
+      component: Couchbase,
+      couchbase.operation.bucket: default,
+      couchbase.operation.code: Get,
+      couchbase.operation.key: my-document-key,
+      db.couchbase.seed.nodes: couchbase,
+      env: integration_tests,
+      language: dotnet,
+      runtime-id: Guid_1,
+      span.kind: client,
+      _dd.base_service: Samples.Couchbase3,
+      _dd.svc_src: couchbase
+    },
+    Metrics: {
+      process_id: 0,
+      _dd.top_level: 1.0,
+      _dd.tracer_kr: 1.0,
+      _sampling_priority_v1: 1.0
+    }
+  },
+  {
+    TraceId: Id_7,
+    SpanId: Id_8,
+    Name: couchbase.query,
+    Resource: GetErrorMap,
+    Service: Samples.Couchbase3-couchbase,
+    Type: db,
+    Tags: {
+      component: Couchbase,
+      couchbase.operation.code: GetErrorMap,
+      couchbase.operation.key: ,
+      db.couchbase.seed.nodes: couchbase,
+      env: integration_tests,
+      language: dotnet,
+      runtime-id: Guid_1,
+      span.kind: client,
+      _dd.base_service: Samples.Couchbase3,
+      _dd.svc_src: couchbase
+    },
+    Metrics: {
+      process_id: 0,
+      _dd.top_level: 1.0,
+      _dd.tracer_kr: 1.0,
+      _sampling_priority_v1: 1.0
+    }
+  },
+  {
+    TraceId: Id_9,
+    SpanId: Id_10,
+    Name: couchbase.query,
+    Resource: GetErrorMap,
+    Service: Samples.Couchbase3-couchbase,
+    Type: db,
+    Tags: {
+      component: Couchbase,
+      couchbase.operation.code: GetErrorMap,
+      couchbase.operation.key: ,
+      db.couchbase.seed.nodes: couchbase,
+      env: integration_tests,
+      language: dotnet,
+      runtime-id: Guid_1,
+      span.kind: client,
+      _dd.base_service: Samples.Couchbase3,
+      _dd.svc_src: couchbase
+    },
+    Metrics: {
+      process_id: 0,
+      _dd.top_level: 1.0,
+      _dd.tracer_kr: 1.0,
+      _sampling_priority_v1: 1.0
+    }
+  },
+  {
+    TraceId: Id_11,
+    SpanId: Id_12,
+    Name: couchbase.query,
+    Resource: Hello,
+    Service: Samples.Couchbase3-couchbase,
+    Type: db,
+    Tags: {
+      component: Couchbase,
+      couchbase.operation.code: Hello,
+      couchbase.operation.key: obfuscated,
+      db.couchbase.seed.nodes: couchbase,
+      env: integration_tests,
+      language: dotnet,
+      runtime-id: Guid_1,
+      span.kind: client,
+      _dd.base_service: Samples.Couchbase3,
+      _dd.svc_src: couchbase
+    },
+    Metrics: {
+      process_id: 0,
+      _dd.top_level: 1.0,
+      _dd.tracer_kr: 1.0,
+      _sampling_priority_v1: 1.0
+    }
+  },
+  {
+    TraceId: Id_13,
+    SpanId: Id_14,
+    Name: couchbase.query,
+    Resource: Hello,
+    Service: Samples.Couchbase3-couchbase,
+    Type: db,
+    Tags: {
+      component: Couchbase,
+      couchbase.operation.code: Hello,
+      couchbase.operation.key: obfuscated,
+      db.couchbase.seed.nodes: couchbase,
+      env: integration_tests,
+      language: dotnet,
+      runtime-id: Guid_1,
+      span.kind: client,
+      _dd.base_service: Samples.Couchbase3,
+      _dd.svc_src: couchbase
+    },
+    Metrics: {
+      process_id: 0,
+      _dd.top_level: 1.0,
+      _dd.tracer_kr: 1.0,
+      _sampling_priority_v1: 1.0
+    }
+  },
+  {
+    TraceId: Id_15,
+    SpanId: Id_16,
+    Name: couchbase.query,
+    Resource: NoOp,
+    Service: Samples.Couchbase3-couchbase,
+    Type: db,
+    Tags: {
+      component: Couchbase,
+      couchbase.operation.code: NoOp,
+      couchbase.operation.key: ,
+      db.couchbase.seed.nodes: couchbase,
+      env: integration_tests,
+      language: dotnet,
+      runtime-id: Guid_1,
+      span.kind: client,
+      _dd.base_service: Samples.Couchbase3,
+      _dd.svc_src: couchbase
+    },
+    Metrics: {
+      process_id: 0,
+      _dd.top_level: 1.0,
+      _dd.tracer_kr: 1.0,
+      _sampling_priority_v1: 1.0
+    }
+  },
+  {
+    TraceId: Id_17,
+    SpanId: Id_18,
+    Name: couchbase.query,
+    Resource: NoOp,
+    Service: Samples.Couchbase3-couchbase,
+    Type: db,
+    Tags: {
+      component: Couchbase,
+      couchbase.operation.code: NoOp,
+      couchbase.operation.key: ,
+      db.couchbase.seed.nodes: couchbase,
+      env: integration_tests,
+      language: dotnet,
+      runtime-id: Guid_1,
+      span.kind: client,
+      _dd.base_service: Samples.Couchbase3,
+      _dd.svc_src: couchbase
+    },
+    Metrics: {
+      process_id: 0,
+      _dd.top_level: 1.0,
+      _dd.tracer_kr: 1.0,
+      _sampling_priority_v1: 1.0
+    }
+  },
+  {
+    TraceId: Id_19,
+    SpanId: Id_20,
+    Name: couchbase.query,
+    Resource: SaslList,
+    Service: Samples.Couchbase3-couchbase,
+    Type: db,
+    Tags: {
+      component: Couchbase,
+      couchbase.operation.code: SaslList,
+      couchbase.operation.key: ,
+      db.couchbase.seed.nodes: couchbase,
+      env: integration_tests,
+      language: dotnet,
+      runtime-id: Guid_1,
+      span.kind: client,
+      _dd.base_service: Samples.Couchbase3,
+      _dd.svc_src: couchbase
+    },
+    Metrics: {
+      process_id: 0,
+      _dd.top_level: 1.0,
+      _dd.tracer_kr: 1.0,
+      _sampling_priority_v1: 1.0
+    }
+  },
+  {
+    TraceId: Id_21,
+    SpanId: Id_22,
+    Name: couchbase.query,
+    Resource: SaslList,
+    Service: Samples.Couchbase3-couchbase,
+    Type: db,
+    Tags: {
+      component: Couchbase,
+      couchbase.operation.code: SaslList,
+      couchbase.operation.key: ,
+      db.couchbase.seed.nodes: couchbase,
+      env: integration_tests,
+      language: dotnet,
+      runtime-id: Guid_1,
+      span.kind: client,
+      _dd.base_service: Samples.Couchbase3,
+      _dd.svc_src: couchbase
+    },
+    Metrics: {
+      process_id: 0,
+      _dd.top_level: 1.0,
+      _dd.tracer_kr: 1.0,
+      _sampling_priority_v1: 1.0
+    }
+  },
+  {
+    TraceId: Id_23,
+    SpanId: Id_24,
+    Name: couchbase.query,
+    Resource: SelectBucket,
+    Service: Samples.Couchbase3-couchbase,
+    Type: db,
+    Tags: {
+      component: Couchbase,
+      couchbase.operation.code: SelectBucket,
+      couchbase.operation.key: default,
+      db.couchbase.seed.nodes: couchbase,
+      env: integration_tests,
+      language: dotnet,
+      runtime-id: Guid_1,
+      span.kind: client,
+      _dd.base_service: Samples.Couchbase3,
+      _dd.svc_src: couchbase
+    },
+    Metrics: {
+      process_id: 0,
+      _dd.top_level: 1.0,
+      _dd.tracer_kr: 1.0,
+      _sampling_priority_v1: 1.0
+    }
+  },
+  {
+    TraceId: Id_25,
+    SpanId: Id_26,
+    Name: couchbase.query,
+    Resource: SelectBucket,
+    Service: Samples.Couchbase3-couchbase,
+    Type: db,
+    Tags: {
+      component: Couchbase,
+      couchbase.operation.code: SelectBucket,
+      couchbase.operation.key: default,
+      db.couchbase.seed.nodes: couchbase,
+      env: integration_tests,
+      language: dotnet,
+      runtime-id: Guid_1,
+      span.kind: client,
+      _dd.base_service: Samples.Couchbase3,
+      _dd.svc_src: couchbase
+    },
+    Metrics: {
+      process_id: 0,
+      _dd.top_level: 1.0,
+      _dd.tracer_kr: 1.0,
+      _sampling_priority_v1: 1.0
+    }
+  },
+  {
+    TraceId: Id_27,
+    SpanId: Id_28,
+    Name: couchbase.query,
+    Resource: Set,
+    Service: Samples.Couchbase3-couchbase,
+    Type: db,
+    Tags: {
+      component: Couchbase,
+      couchbase.operation.bucket: default,
+      couchbase.operation.code: Set,
+      couchbase.operation.key: my-document-key,
+      db.couchbase.seed.nodes: couchbase,
+      env: integration_tests,
+      language: dotnet,
+      runtime-id: Guid_1,
+      span.kind: client,
+      _dd.base_service: Samples.Couchbase3,
+      _dd.svc_src: couchbase
+    },
+    Metrics: {
+      process_id: 0,
+      _dd.top_level: 1.0,
+      _dd.tracer_kr: 1.0,
+      _sampling_priority_v1: 1.0
+    }
+  }
+]
\ No newline at end of file
diff --git a/tracer/test/snapshots/Couchbase3Tests_3_8.SchemaV1.verified.txt b/tracer/test/snapshots/Couchbase3Tests_3_8.SchemaV1.verified.txt
new file mode 100644
index 000000000000..af9bae346fdc
--- /dev/null
+++ b/tracer/test/snapshots/Couchbase3Tests_3_8.SchemaV1.verified.txt
@@ -0,0 +1,386 @@
+[
+  {
+    TraceId: Id_1,
+    SpanId: Id_2,
+    Name: couchbase.query,
+    Resource: Delete,
+    Service: Samples.Couchbase3,
+    Type: db,
+    Tags: {
+      component: Couchbase,
+      couchbase.operation.bucket: default,
+      couchbase.operation.code: Delete,
+      couchbase.operation.key: my-document-key,
+      db.couchbase.seed.nodes: couchbase,
+      env: integration_tests,
+      language: dotnet,
+      peer.service: couchbase,
+      runtime-id: Guid_1,
+      span.kind: client,
+      version: 1.0.0,
+      _dd.peer.service.source: db.couchbase.seed.nodes
+    },
+    Metrics: {
+      process_id: 0,
+      _dd.top_level: 1.0,
+      _dd.tracer_kr: 1.0,
+      _sampling_priority_v1: 1.0
+    }
+  },
+  {
+    TraceId: Id_3,
+    SpanId: Id_4,
+    Name: couchbase.query,
+    Resource: Delete,
+    Service: Samples.Couchbase3,
+    Type: db,
+    Error: 1,
+    Tags: {
+      component: Couchbase,
+      couchbase.operation.bucket: default,
+      couchbase.operation.code: Delete,
+      couchbase.operation.key: does-not-exist,
+      db.couchbase.seed.nodes: couchbase,
+      env: integration_tests,
+      error.msg: KeyNotFound,
+      language: dotnet,
+      peer.service: couchbase,
+      runtime-id: Guid_1,
+      span.kind: client,
+      version: 1.0.0,
+      _dd.peer.service.source: db.couchbase.seed.nodes
+    },
+    Metrics: {
+      process_id: 0,
+      _dd.top_level: 1.0,
+      _dd.tracer_kr: 1.0,
+      _sampling_priority_v1: 1.0
+    }
+  },
+  {
+    TraceId: Id_5,
+    SpanId: Id_6,
+    Name: couchbase.query,
+    Resource: Get,
+    Service: Samples.Couchbase3,
+    Type: db,
+    Tags: {
+      component: Couchbase,
+      couchbase.operation.bucket: default,
+      couchbase.operation.code: Get,
+      couchbase.operation.key: my-document-key,
+      db.couchbase.seed.nodes: couchbase,
+      env: integration_tests,
+      language: dotnet,
+      peer.service: couchbase,
+      runtime-id: Guid_1,
+      span.kind: client,
+      version: 1.0.0,
+      _dd.peer.service.source: db.couchbase.seed.nodes
+    },
+    Metrics: {
+      process_id: 0,
+      _dd.top_level: 1.0,
+      _dd.tracer_kr: 1.0,
+      _sampling_priority_v1: 1.0
+    }
+  },
+  {
+    TraceId: Id_7,
+    SpanId: Id_8,
+    Name: couchbase.query,
+    Resource: GetErrorMap,
+    Service: Samples.Couchbase3,
+    Type: db,
+    Tags: {
+      component: Couchbase,
+      couchbase.operation.code: GetErrorMap,
+      couchbase.operation.key: ,
+      db.couchbase.seed.nodes: couchbase,
+      env: integration_tests,
+      language: dotnet,
+      peer.service: couchbase,
+      runtime-id: Guid_1,
+      span.kind: client,
+      version: 1.0.0,
+      _dd.peer.service.source: db.couchbase.seed.nodes
+    },
+    Metrics: {
+      process_id: 0,
+      _dd.top_level: 1.0,
+      _dd.tracer_kr: 1.0,
+      _sampling_priority_v1: 1.0
+    }
+  },
+  {
+    TraceId: Id_9,
+    SpanId: Id_10,
+    Name: couchbase.query,
+    Resource: GetErrorMap,
+    Service: Samples.Couchbase3,
+    Type: db,
+    Tags: {
+      component: Couchbase,
+      couchbase.operation.code: GetErrorMap,
+      couchbase.operation.key: ,
+      db.couchbase.seed.nodes: couchbase,
+      env: integration_tests,
+      language: dotnet,
+      peer.service: couchbase,
+      runtime-id: Guid_1,
+      span.kind: client,
+      version: 1.0.0,
+      _dd.peer.service.source: db.couchbase.seed.nodes
+    },
+    Metrics: {
+      process_id: 0,
+      _dd.top_level: 1.0,
+      _dd.tracer_kr: 1.0,
+      _sampling_priority_v1: 1.0
+    }
+  },
+  {
+    TraceId: Id_11,
+    SpanId: Id_12,
+    Name: couchbase.query,
+    Resource: Hello,
+    Service: Samples.Couchbase3,
+    Type: db,
+    Tags: {
+      component: Couchbase,
+      couchbase.operation.code: Hello,
+      couchbase.operation.key: obfuscated,
+      db.couchbase.seed.nodes: couchbase,
+      env: integration_tests,
+      language: dotnet,
+      peer.service: couchbase,
+      runtime-id: Guid_1,
+      span.kind: client,
+      version: 1.0.0,
+      _dd.peer.service.source: db.couchbase.seed.nodes
+    },
+    Metrics: {
+      process_id: 0,
+      _dd.top_level: 1.0,
+      _dd.tracer_kr: 1.0,
+      _sampling_priority_v1: 1.0
+    }
+  },
+  {
+    TraceId: Id_13,
+    SpanId: Id_14,
+    Name: couchbase.query,
+    Resource: Hello,
+    Service: Samples.Couchbase3,
+    Type: db,
+    Tags: {
+      component: Couchbase,
+      couchbase.operation.code: Hello,
+      couchbase.operation.key: obfuscated,
+      db.couchbase.seed.nodes: couchbase,
+      env: integration_tests,
+      language: dotnet,
+      peer.service: couchbase,
+      runtime-id: Guid_1,
+      span.kind: client,
+      version: 1.0.0,
+      _dd.peer.service.source: db.couchbase.seed.nodes
+    },
+    Metrics: {
+      process_id: 0,
+      _dd.top_level: 1.0,
+      _dd.tracer_kr: 1.0,
+      _sampling_priority_v1: 1.0
+    }
+  },
+  {
+    TraceId: Id_15,
+    SpanId: Id_16,
+    Name: couchbase.query,
+    Resource: NoOp,
+    Service: Samples.Couchbase3,
+    Type: db,
+    Tags: {
+      component: Couchbase,
+      couchbase.operation.code: NoOp,
+      couchbase.operation.key: ,
+      db.couchbase.seed.nodes: couchbase,
+      env: integration_tests,
+      language: dotnet,
+      peer.service: couchbase,
+      runtime-id: Guid_1,
+      span.kind: client,
+      version: 1.0.0,
+      _dd.peer.service.source: db.couchbase.seed.nodes
+    },
+    Metrics: {
+      process_id: 0,
+      _dd.top_level: 1.0,
+      _dd.tracer_kr: 1.0,
+      _sampling_priority_v1: 1.0
+    }
+  },
+  {
+    TraceId: Id_17,
+    SpanId: Id_18,
+    Name: couchbase.query,
+    Resource: NoOp,
+    Service: Samples.Couchbase3,
+    Type: db,
+    Tags: {
+      component: Couchbase,
+      couchbase.operation.code: NoOp,
+      couchbase.operation.key: ,
+      db.couchbase.seed.nodes: couchbase,
+      env: integration_tests,
+      language: dotnet,
+      peer.service: couchbase,
+      runtime-id: Guid_1,
+      span.kind: client,
+      version: 1.0.0,
+      _dd.peer.service.source: db.couchbase.seed.nodes
+    },
+    Metrics: {
+      process_id: 0,
+      _dd.top_level: 1.0,
+      _dd.tracer_kr: 1.0,
+      _sampling_priority_v1: 1.0
+    }
+  },
+  {
+    TraceId: Id_19,
+    SpanId: Id_20,
+    Name: couchbase.query,
+    Resource: SaslList,
+    Service: Samples.Couchbase3,
+    Type: db,
+    Tags: {
+      component: Couchbase,
+      couchbase.operation.code: SaslList,
+      couchbase.operation.key: ,
+      db.couchbase.seed.nodes: couchbase,
+      env: integration_tests,
+      language: dotnet,
+      peer.service: couchbase,
+      runtime-id: Guid_1,
+      span.kind: client,
+      version: 1.0.0,
+      _dd.peer.service.source: db.couchbase.seed.nodes
+    },
+    Metrics: {
+      process_id: 0,
+      _dd.top_level: 1.0,
+      _dd.tracer_kr: 1.0,
+      _sampling_priority_v1: 1.0
+    }
+  },
+  {
+    TraceId: Id_21,
+    SpanId: Id_22,
+    Name: couchbase.query,
+    Resource: SaslList,
+    Service: Samples.Couchbase3,
+    Type: db,
+    Tags: {
+      component: Couchbase,
+      couchbase.operation.code: SaslList,
+      couchbase.operation.key: ,
+      db.couchbase.seed.nodes: couchbase,
+      env: integration_tests,
+      language: dotnet,
+      peer.service: couchbase,
+      runtime-id: Guid_1,
+      span.kind: client,
+      version: 1.0.0,
+      _dd.peer.service.source: db.couchbase.seed.nodes
+    },
+    Metrics: {
+      process_id: 0,
+      _dd.top_level: 1.0,
+      _dd.tracer_kr: 1.0,
+      _sampling_priority_v1: 1.0
+    }
+  },
+  {
+    TraceId: Id_23,
+    SpanId: Id_24,
+    Name: couchbase.query,
+    Resource: SelectBucket,
+    Service: Samples.Couchbase3,
+    Type: db,
+    Tags: {
+      component: Couchbase,
+      couchbase.operation.code: SelectBucket,
+      couchbase.operation.key: default,
+      db.couchbase.seed.nodes: couchbase,
+      env: integration_tests,
+      language: dotnet,
+      peer.service: couchbase,
+      runtime-id: Guid_1,
+      span.kind: client,
+      version: 1.0.0,
+      _dd.peer.service.source: db.couchbase.seed.nodes
+    },
+    Metrics: {
+      process_id: 0,
+      _dd.top_level: 1.0,
+      _dd.tracer_kr: 1.0,
+      _sampling_priority_v1: 1.0
+    }
+  },
+  {
+    TraceId: Id_25,
+    SpanId: Id_26,
+    Name: couchbase.query,
+    Resource: SelectBucket,
+    Service: Samples.Couchbase3,
+    Type: db,
+    Tags: {
+      component: Couchbase,
+      couchbase.operation.code: SelectBucket,
+      couchbase.operation.key: default,
+      db.couchbase.seed.nodes: couchbase,
+      env: integration_tests,
+      language: dotnet,
+      peer.service: couchbase,
+      runtime-id: Guid_1,
+      span.kind: client,
+      version: 1.0.0,
+      _dd.peer.service.source: db.couchbase.seed.nodes
+    },
+    Metrics: {
+      process_id: 0,
+      _dd.top_level: 1.0,
+      _dd.tracer_kr: 1.0,
+      _sampling_priority_v1: 1.0
+    }
+  },
+  {
+    TraceId: Id_27,
+    SpanId: Id_28,
+    Name: couchbase.query,
+    Resource: Set,
+    Service: Samples.Couchbase3,
+    Type: db,
+    Tags: {
+      component: Couchbase,
+      couchbase.operation.bucket: default,
+      couchbase.operation.code: Set,
+      couchbase.operation.key: my-document-key,
+      db.couchbase.seed.nodes: couchbase,
+      env: integration_tests,
+      language: dotnet,
+      peer.service: couchbase,
+      runtime-id: Guid_1,
+      span.kind: client,
+      version: 1.0.0,
+      _dd.peer.service.source: db.couchbase.seed.nodes
+    },
+    Metrics: {
+      process_id: 0,
+      _dd.top_level: 1.0,
+      _dd.tracer_kr: 1.0,
+      _sampling_priority_v1: 1.0
+    }
+  }
+]
\ No newline at end of file
diff --git a/tracer/test/test-applications/integrations/Samples.Couchbase/Program.cs b/tracer/test/test-applications/integrations/Samples.Couchbase/Program.cs
index 2a66ab70f392..fba43617650d 100644
--- a/tracer/test/test-applications/integrations/Samples.Couchbase/Program.cs
+++ b/tracer/test/test-applications/integrations/Samples.Couchbase/Program.cs
@@ -50,8 +50,8 @@ private async Task RunAllExamples()
         {
             var config = GetConnectionConfig();
             _cluster = new Cluster(config);
-            _cluster.Authenticate("default", "password");
-            _bucket = _cluster.OpenBucket("default");
+            _cluster.Authenticate(Username(), Password());
+            _bucket = _cluster.OpenBucket(BucketName());
             RetrieveAndUpdate();
             await RetrieveAndUpdateAsync();
         }
@@ -91,6 +91,12 @@ private static string Host()
             return $"{host}:{port}";
         }
 
+        private static string Username() => Environment.GetEnvironmentVariable("COUCHBASE_USERNAME") ?? "default";
+
+        private static string Password() => Environment.GetEnvironmentVariable("COUCHBASE_PASSWORD") ?? "password";
+
+        private static string BucketName() => Environment.GetEnvironmentVariable("COUCHBASE_BUCKET") ?? "default";
+
         public void RetrieveAndUpdate()
         {
             var key = "SampleApp-" + DateTime.Now.Ticks;
diff --git a/tracer/test/test-applications/integrations/Samples.Couchbase3/Program.cs b/tracer/test/test-applications/integrations/Samples.Couchbase3/Program.cs
index c4dea968532e..8aceee897f48 100644
--- a/tracer/test/test-applications/integrations/Samples.Couchbase3/Program.cs
+++ b/tracer/test/test-applications/integrations/Samples.Couchbase3/Program.cs
@@ -23,9 +23,9 @@ internal class Program
         private static async Task<int> Main()
         {
             var options = new ClusterOptions() 
-                      .WithConnectionString("couchbase://" + Host())
-                      .WithCredentials(username: "default", password: "password")
-                      .WithBuckets("default");
+                      .WithConnectionString("couchbase://" + ConnectionString())
+                      .WithCredentials(username: Username(), password: Password())
+                      .WithBuckets(BucketName());
 
 
             ICluster cluster = null;
@@ -43,9 +43,9 @@ private static async Task<int> Main()
             }
 
             // get a bucket reference
-            var bucket = await cluster.BucketAsync("default");
+            var bucket = await cluster.BucketAsync(BucketName());
 
-            // get a user-defined collection reference
+            // get a collection reference
 #if COUCHBASE_3_0
             var collection = bucket.DefaultCollection();
 #else
@@ -83,9 +83,12 @@ private static async Task<int> Main()
             return 0;
         }
 
-        private static string Host()
-        {
-            return Environment.GetEnvironmentVariable("COUCHBASE_HOST") ?? "localhost";
-        }
+        private static string ConnectionString() => Environment.GetEnvironmentVariable("COUCHBASE_CONNECTION_STRING") ?? "localhost";
+
+        private static string Username() => Environment.GetEnvironmentVariable("COUCHBASE_USERNAME") ?? "default";
+
+        private static string Password() => Environment.GetEnvironmentVariable("COUCHBASE_PASSWORD") ?? "password";
+
+        private static string BucketName() => Environment.GetEnvironmentVariable("COUCHBASE_BUCKET") ?? "default";
     }
 }
diff --git a/tracer/test/test-applications/integrations/Samples.DataStreams.RabbitMQ/Program.cs b/tracer/test/test-applications/integrations/Samples.DataStreams.RabbitMQ/Program.cs
index 4ce8b5bf9e02..24131af4adbb 100644
--- a/tracer/test/test-applications/integrations/Samples.DataStreams.RabbitMQ/Program.cs
+++ b/tracer/test/test-applications/integrations/Samples.DataStreams.RabbitMQ/Program.cs
@@ -22,12 +22,13 @@ public static class Program
         private static readonly string DirectRoutingKey = nameof(DirectRoutingKey);
         private static readonly string Message = nameof(Message);
         private static readonly string Host = Environment.GetEnvironmentVariable("RABBITMQ_HOST") ?? "localhost";
+        private static readonly int Port = int.TryParse(Environment.GetEnvironmentVariable("RABBITMQ_PORT"), out var port) ? port : 5672;
         
         public static async Task Main(string[] args)
         {
             await SampleHelpers.WaitForDiscoveryService();
 
-            var factory = new ConnectionFactory() { HostName = Host };
+            var factory = new ConnectionFactory() { HostName = Host, Port = Port };
 #if RABBITMQ_7_0
             using var connection = await factory.CreateConnectionAsync();
             using var model = await connection.CreateChannelAsync();
diff --git a/tracer/test/test-applications/integrations/Samples.RabbitMQ/Program.cs b/tracer/test/test-applications/integrations/Samples.RabbitMQ/Program.cs
index 987cca5c349d..cd242d026ec0 100644
--- a/tracer/test/test-applications/integrations/Samples.RabbitMQ/Program.cs
+++ b/tracer/test/test-applications/integrations/Samples.RabbitMQ/Program.cs
@@ -35,10 +35,15 @@ private static string Host()
             return Environment.GetEnvironmentVariable("RABBITMQ_HOST") ?? "localhost";
         }
 
+        private static int Port()
+        {
+            return int.TryParse(Environment.GetEnvironmentVariable("RABBITMQ_PORT"), out var port) ? port : 5672;
+        }
+
         public static async Task Main(string[] args)
         {
             // connecting takes 2 to 3 seconds, we re-use the connection to save time
-            var factory = new ConnectionFactory() { HostName = Host() };
+            var factory = new ConnectionFactory() { HostName = Host(), Port = Port() };
 #if RABBITMQ_5_0 && !RABBITMQ_7_0
             factory.DispatchConsumersAsync = true;
 #endif
@@ -51,7 +56,7 @@ public static async Task Main(string[] args)
                 await RunProducersAndConsumers(asyncConnection, useQueue: true, ConsumerType.ExternalExplicit, isAsyncConsumer: true);
             }
 
-            factory = new ConnectionFactory() { HostName = Host() };
+            factory = new ConnectionFactory() { HostName = Host(), Port = Port() };
             using (var syncConnection = await Helper.CreateConnectionAsync(factory))
             {
                 // Test a derived type for the sync consumer from the library