diff --git a/.azure-pipelines/steps/run-in-docker.yml b/.azure-pipelines/steps/run-in-docker.yml
index 9e755b953c21..0711802f7a55 100644
--- a/.azure-pipelines/steps/run-in-docker.yml
+++ b/.azure-pipelines/steps/run-in-docker.yml
@@ -100,6 +100,7 @@ steps:
         --env DD_LOGGER_SYSTEM_PULLREQUEST_SOURCEBRANCH \
         --env DD_LOGGER_DD_TAGS \
         --env IS_SSI_RUN \
+        --env RANDOM_SEED \
         ${{ parameters.extraArgs }} \
         dd-trace-dotnet/${{ parameters.baseImage }}-${{ parameters.target }}:$sdkVersion \
         dotnet /build/bin/Debug/_build.dll ${{ parameters.command }}
diff --git a/docker-compose.yml b/docker-compose.yml
index a188920791e9..136e905405a8 100644
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -454,6 +454,7 @@ services:
       - DD_LOGGER_SYSTEM_PULLREQUEST_SOURCEBRANCH
       - DD_LOGGER_DD_TAGS
       - IS_SSI_RUN
+      - RANDOM_SEED
     hostname: integrationtests
     depends_on:
       - servicestackredis
@@ -524,6 +525,7 @@ services:
       - DD_LOGGER_SYSTEM_PULLREQUEST_SOURCEBRANCH
       - DD_LOGGER_DD_TAGS
       - IS_SSI_RUN
+      - RANDOM_SEED
     hostname: integrationtests
 
   IntegrationTests.Serverless:
@@ -580,6 +582,7 @@ services:
       - DD_LOGGER_SYSTEM_PULLREQUEST_SOURCEBRANCH
       - DD_LOGGER_DD_TAGS
       - IS_SSI_RUN
+      - RANDOM_SEED
     hostname: integrationtests
 
   ExplorationTests:
@@ -722,6 +725,7 @@ services:
       - DD_LOGGER_SYSTEM_PULLREQUEST_SOURCEBRANCH
       - DD_LOGGER_DD_TAGS
       - IS_SSI_RUN
+      - RANDOM_SEED
     depends_on:
       - servicestackredis_arm64
       - stackexchangeredis_arm64
@@ -800,6 +804,7 @@ services:
       - DD_LOGGER_SYSTEM_PULLREQUEST_SOURCEBRANCH
       - DD_LOGGER_DD_TAGS
       - IS_SSI_RUN
+      - RANDOM_SEED
 
   start-test-agent:
     image: andrewlock/wait-for-dependencies
diff --git a/tracer/test/Datadog.Trace.TestHelpers/CustomTestFramework.cs b/tracer/test/Datadog.Trace.TestHelpers/CustomTestFramework.cs
index 941ee0640c86..3f96151166e3 100644
--- a/tracer/test/Datadog.Trace.TestHelpers/CustomTestFramework.cs
+++ b/tracer/test/Datadog.Trace.TestHelpers/CustomTestFramework.cs
@@ -126,12 +126,26 @@ protected override async Task<RunSummary> RunTestCollectionsAsync(IMessageBus me
                     })
                     .ToList();
 
+                if (Environment.GetEnvironmentVariable("RANDOM_SEED") is not { } environmentSeed
+                    || !int.TryParse(environmentSeed, out var seed))
+                {
+                    seed = new Random().Next();
+                }
+
+                DiagnosticMessageSink.OnMessage(new DiagnosticMessage($"Using seed {seed} to randomize tests order"));
+
+                var random = new Random(seed);
+                Shuffle(collections, random);
+
+                foreach (var collection in collections)
+                {
+                    Shuffle(collection.TestCases, random);
+                }
+
                 _runTestCollectionsCallback?.Invoke(DiagnosticMessageSink, collections.SelectMany(c => c.TestCases));
 
                 var summary = new RunSummary();
-
                 using var runner = new ConcurrentRunner();
-
                 var tasks = new List<Task<RunSummary>>();
 
                 foreach (var test in collections.Where(t => !t.DisableParallelization))
@@ -172,6 +186,20 @@ private static bool IsParallelizationDisabled(ITestCollection collection)
 
                 return attr?.GetNamedArgument<bool>(nameof(CollectionDefinitionAttribute.DisableParallelization)) is true;
             }
+
+            private static void Shuffle<T>(IList<T> list, Random rng)
+            {
+                int n = list.Count;
+
+                while (n > 1)
+                {
+                    n--;
+                    int k = rng.Next(n + 1);
+                    var value = list[k];
+                    list[k] = list[n];
+                    list[n] = value;
+                }
+            }
         }
 
         private class CustomTestCollectionRunner : XunitTestCollectionRunner