diff --git a/cmd/list-scenarios/main.go b/cmd/list-scenarios/main.go
index a0e5f33..7844167 100644
--- a/cmd/list-scenarios/main.go
+++ b/cmd/list-scenarios/main.go
@@ -41,7 +41,7 @@ type matrixEntry struct {
 
 func run(pattern, scenariosDir string, chunkSize int) ([]matrixEntry, error) {
 	// Anchor the user pattern so e.g. "python" doesn't accidentally match
-	// "python_basic_idle_3.10". The non-capturing group preserves precedence of
+	// "python_basic_idle_3.12". The non-capturing group preserves precedence of
 	// any alternation inside the user pattern.
 	re, err := regexp.Compile(`^(?:` + pattern + `)$`)
 	if err != nil {
diff --git a/cmd/list-scenarios/main_test.go b/cmd/list-scenarios/main_test.go
index ddbe278..47033be 100644
--- a/cmd/list-scenarios/main_test.go
+++ b/cmd/list-scenarios/main_test.go
@@ -29,11 +29,11 @@ func mkScenarios(t *testing.T, names []string) string {
 func TestRun_ChunksAlphabetically(t *testing.T) {
 	root := mkScenarios(t, []string{
 		// Intentionally unsorted to verify run() sorts before chunking.
-		"python_basic_idle_3.11",
-		"python_asyncio_3.11",
-		"python_basic_idle_3.10",
+		"python_basic_idle_3.12",
+		"python_asyncio_3.12",
+		"python_basic_memory_3.12",
 		"python_cpu",
-		"python_deep_stack_3.11",
+		"python_deep_stack_3.12",
 		"node_heap", // must be filtered out by the pattern
 	})
 
@@ -45,13 +45,13 @@ func TestRun_ChunksAlphabetically(t *testing.T) {
 	want := []matrixEntry{
 		{
 			Shard: "1/2",
-			Regex: "(^|/)(python_asyncio_3.11|python_basic_idle_3.10|python_basic_idle_3.11)$",
-			Names: "python_asyncio_3.11, python_basic_idle_3.10, python_basic_idle_3.11",
+			Regex: "(^|/)(python_asyncio_3.12|python_basic_idle_3.12|python_basic_memory_3.12)$",
+			Names: "python_asyncio_3.12, python_basic_idle_3.12, python_basic_memory_3.12",
 		},
 		{
 			Shard: "2/2",
-			Regex: "(^|/)(python_cpu|python_deep_stack_3.11)$",
-			Names: "python_cpu, python_deep_stack_3.11",
+			Regex: "(^|/)(python_cpu|python_deep_stack_3.12)$",
+			Names: "python_cpu, python_deep_stack_3.12",
 		},
 	}
 	if !reflect.DeepEqual(got, want) {
@@ -138,7 +138,7 @@ func TestRun_RegexMatchesIntendedDirAndOnlyThat(t *testing.T) {
 	root := mkScenarios(t, []string{
 		"python_cpu",
 		"python_cpu_sleep_sync_3.12",
-		"python_basic_idle_3.11",
+		"python_basic_idle_3.12",
 	})
 	got, err := run("python.*", root, 3)
 	if err != nil {
@@ -155,7 +155,7 @@ func TestRun_RegexMatchesIntendedDirAndOnlyThat(t *testing.T) {
 	}{
 		{"scenarios/python_cpu", true},
 		{"scenarios/python_cpu_sleep_sync_3.12", true},
-		{"scenarios/python_basic_idle_3.11", true},
+		{"scenarios/python_basic_idle_3.12", true},
 		// substring within another name must NOT match
 		{"scenarios/python_cpu_something_else", false},
 		// completely unrelated
diff --git a/flakiness_test.go b/flakiness_test.go
index 8af8583..6641ee5 100644
--- a/flakiness_test.go
+++ b/flakiness_test.go
@@ -16,7 +16,7 @@ import (
 //
 // Usage:
 //
-//	TEST_SCENARIOS="python_basic_idle_3.11" FLAKINESS_RUNS=10 go test -v -timeout 30m -run TestFlakiness
+//	TEST_SCENARIOS="python_basic_idle_3.12" FLAKINESS_RUNS=10 go test -v -timeout 30m -run TestFlakiness
 //
 // Environment variables:
 //   - TEST_SCENARIOS: regex matching the scenario to test (required, should match exactly one)
diff --git a/scenarios/python_async_on_and_off_cpu_3.11/Dockerfile b/scenarios/python_async_on_and_off_cpu_3.12/Dockerfile
similarity index 85%
rename from scenarios/python_async_on_and_off_cpu_3.11/Dockerfile
rename to scenarios/python_async_on_and_off_cpu_3.12/Dockerfile
index ecce4be..3442df1 100644
--- a/scenarios/python_async_on_and_off_cpu_3.11/Dockerfile
+++ b/scenarios/python_async_on_and_off_cpu_3.12/Dockerfile
@@ -1,8 +1,8 @@
-ARG BASE_IMAGE="prof-python-3.11"
+ARG BASE_IMAGE="prof-python-3.12"
 FROM $BASE_IMAGE
 
-COPY ./scenarios/python_async_on_and_off_cpu_3.11/main.py \
-    ./scenarios/python_async_on_and_off_cpu_3.11/requirements.txt \
+COPY ./scenarios/python_async_on_and_off_cpu_3.12/main.py \
+    ./scenarios/python_async_on_and_off_cpu_3.12/requirements.txt \
     /app/
 RUN chmod 644 /app/*
 
diff --git a/scenarios/python_async_on_and_off_cpu_3.11/README.md b/scenarios/python_async_on_and_off_cpu_3.12/README.md
similarity index 96%
rename from scenarios/python_async_on_and_off_cpu_3.11/README.md
rename to scenarios/python_async_on_and_off_cpu_3.12/README.md
index 9d965d7..b4e8241 100644
--- a/scenarios/python_async_on_and_off_cpu_3.11/README.md
+++ b/scenarios/python_async_on_and_off_cpu_3.12/README.md
@@ -1,4 +1,4 @@
-# python_async_on_and_off_cpu_3.11
+# python_async_on_and_off_cpu_3.12
 
 _**Note** This workload currently does not behave as expected._
 _We should only see a minority of CPU time attributed to `off_cpu_task`,_
diff --git a/scenarios/python_async_on_and_off_cpu_3.11/expected_profile.json b/scenarios/python_async_on_and_off_cpu_3.12/expected_profile.json
similarity index 100%
rename from scenarios/python_async_on_and_off_cpu_3.11/expected_profile.json
rename to scenarios/python_async_on_and_off_cpu_3.12/expected_profile.json
diff --git a/scenarios/python_async_on_and_off_cpu_3.11/main.py b/scenarios/python_async_on_and_off_cpu_3.12/main.py
similarity index 100%
rename from scenarios/python_async_on_and_off_cpu_3.11/main.py
rename to scenarios/python_async_on_and_off_cpu_3.12/main.py
diff --git a/scenarios/python_async_on_and_off_cpu_3.11/requirements.txt b/scenarios/python_async_on_and_off_cpu_3.12/requirements.txt
similarity index 100%
rename from scenarios/python_async_on_and_off_cpu_3.11/requirements.txt
rename to scenarios/python_async_on_and_off_cpu_3.12/requirements.txt
diff --git a/scenarios/python_asyncio_3.11/Dockerfile b/scenarios/python_asyncio_3.12/Dockerfile
similarity index 81%
rename from scenarios/python_asyncio_3.11/Dockerfile
rename to scenarios/python_asyncio_3.12/Dockerfile
index eeb6f45..2c24ade 100644
--- a/scenarios/python_asyncio_3.11/Dockerfile
+++ b/scenarios/python_asyncio_3.12/Dockerfile
@@ -1,10 +1,10 @@
-ARG BASE_IMAGE="prof-python-3.11"
+ARG BASE_IMAGE="prof-python-3.12"
 FROM $BASE_IMAGE
 
 RUN pip install ddtrace
 
 # Copy the Python target into the container
-COPY ./scenarios/python_asyncio_3.11/main.py /app/
+COPY ./scenarios/python_asyncio_3.12/main.py /app/
 RUN chmod 644 /app/*
 
 # Set the working directory to the location of the program
diff --git a/scenarios/python_asyncio_3.11/expected_profile.json b/scenarios/python_asyncio_3.12/expected_profile.json
similarity index 100%
rename from scenarios/python_asyncio_3.11/expected_profile.json
rename to scenarios/python_asyncio_3.12/expected_profile.json
diff --git a/scenarios/python_asyncio_3.11/main.py b/scenarios/python_asyncio_3.12/main.py
similarity index 100%
rename from scenarios/python_asyncio_3.11/main.py
rename to scenarios/python_asyncio_3.12/main.py
diff --git a/scenarios/python_asyncio_3.11/requirements.txt b/scenarios/python_asyncio_3.12/requirements.txt
similarity index 100%
rename from scenarios/python_asyncio_3.11/requirements.txt
rename to scenarios/python_asyncio_3.12/requirements.txt
diff --git a/scenarios/python_basic_gevent/Dockerfile b/scenarios/python_basic_gevent/Dockerfile
index 636c64e..45484b8 100644
--- a/scenarios/python_basic_gevent/Dockerfile
+++ b/scenarios/python_basic_gevent/Dockerfile
@@ -1,4 +1,4 @@
-ARG BASE_IMAGE="prof-python-3.10"
+ARG BASE_IMAGE="prof-python-3.12"
 FROM $BASE_IMAGE
 
 ENV EXECUTION_TIME_SEC="2"
diff --git a/scenarios/python_basic_gevent/expected_profile.json b/scenarios/python_basic_gevent/expected_profile.json
index 5822916..092d7e5 100644
--- a/scenarios/python_basic_gevent/expected_profile.json
+++ b/scenarios/python_basic_gevent/expected_profile.json
@@ -8,7 +8,7 @@
       "pprof-regex": "",
       "stack-content": [
         {
-          "regular_expression": "^run$",
+          "regular_expression": "^Hub\\.run;loop\\.run$",
           "value": 2000000000,
           "error_margin": 25,
           "labels": [
diff --git a/scenarios/python_basic_idle_3.10/Dockerfile b/scenarios/python_basic_idle_3.10/Dockerfile
deleted file mode 100644
index e15d622..0000000
--- a/scenarios/python_basic_idle_3.10/Dockerfile
+++ /dev/null
@@ -1,21 +0,0 @@
-ARG BASE_IMAGE="prof-python-3.11"
-FROM $BASE_IMAGE
-
-# Copy the Python target into the container
-COPY ./scenarios/python_basic_idle_3.11/main.py \
-    ./scenarios/python_basic_idle_3.11/requirements.txt \
-    /app/
-RUN chmod 644 /app/*
-
-
-# Set the working directory to the location of the program
-WORKDIR /app
-
-RUN pip install -r requirements.txt
-
-ENV EXECUTION_TIME_SEC="2"
-ENV _DD_PROFILING_STACK_ADAPTIVE_SAMPLING_ENABLED=0
-
-# Run the program when the container starts
-CMD python main.py
-# CMD ddprof -l notice --preset cpu_live_heap python main.py
diff --git a/scenarios/python_basic_idle_3.10/README.md b/scenarios/python_basic_idle_3.10/README.md
deleted file mode 100644
index 633014b..0000000
--- a/scenarios/python_basic_idle_3.10/README.md
+++ /dev/null
@@ -1,13 +0,0 @@
-# Python Basic 3.10 Profiling Test
-
-This test validates that the Datadog Python profiler correctly instruments multi-threaded applications.
-
-## Test Application
-- Creates two threads that each run `target()` function
-- MainThread: executes `target(2)` directly  
-- Worker Thread: spawns `Thread-1 (target)` that executes `target(2 / 2)`
-
-## Expected Profile
-The profiler should capture wall-time for both threads:
-- `^<module>;target$` from MainThread: ~2 seconds
-- `^_bootstrap;thread_bootstrap_inner;_bootstrap_inner;run;target$` from Thread-1: ~1 second
diff --git a/scenarios/python_basic_idle_3.10/expected_profile.json b/scenarios/python_basic_idle_3.10/expected_profile.json
deleted file mode 100644
index ade188e..0000000
--- a/scenarios/python_basic_idle_3.10/expected_profile.json
+++ /dev/null
@@ -1,41 +0,0 @@
-{
-  "test_name": "python_basic_idle_3.10",
-  "pprof-regex": "",
-  "stacks": [
-    {
-      "profile-type": "wall-time",
-      "pprof-regex": "",
-      "stack-content": [
-        {
-          "regular_expression": "^\u003cmodule\u003e;target$",
-          "value": 2000000000,
-          "error_margin": 20,
-          "labels": [
-            {
-              "key": "thread name",
-              "values": [
-                "MainThread"
-              ],
-              "values_regex": ""
-            }
-          ]
-        },
-        {
-          "regular_expression": ".*run;target$",
-          "value": 1000000000,
-          "error_margin": 25,
-          "labels": [
-            {
-              "key": "thread name",
-              "values": [
-                "Thread-1 (target)"
-              ],
-              "values_regex": ""
-            }
-          ]
-        }
-      ]
-    }
-  ],
-  "scale_by_duration": false
-}
diff --git a/scenarios/python_basic_idle_3.11/main.py b/scenarios/python_basic_idle_3.11/main.py
deleted file mode 100644
index 7ea5374..0000000
--- a/scenarios/python_basic_idle_3.11/main.py
+++ /dev/null
@@ -1,27 +0,0 @@
-import os
-from threading import Thread
-from time import sleep
-
-from ddtrace.profiling import Profiler
-
-
-def target(n: int) -> None:
-    sleep(n)
-
-
-if __name__ == "__main__":
-    # Simple application that creates two threads with different durations:
-    # - MainThread runs target() for 2 seconds
-    # - Worker Thread-1 runs target() for 1 second
-    # The profiler should capture both threads with their respective durations.
-    prof = Profiler()
-    prof.start()  # Should be as early as possible, eg before other imports, to ensure everything is profiled
-
-    EXECUTION_TIME_SEC = int(os.environ.get("EXECUTION_TIME_SEC", "2"))
-
-    t = Thread(target=target, args=(EXECUTION_TIME_SEC / 2,))
-    t.start()
-
-    target(EXECUTION_TIME_SEC)
-
-    t.join()
diff --git a/scenarios/python_basic_idle_3.11/Dockerfile b/scenarios/python_basic_idle_3.12/Dockerfile
similarity index 74%
rename from scenarios/python_basic_idle_3.11/Dockerfile
rename to scenarios/python_basic_idle_3.12/Dockerfile
index e15d622..fb77f1c 100644
--- a/scenarios/python_basic_idle_3.11/Dockerfile
+++ b/scenarios/python_basic_idle_3.12/Dockerfile
@@ -1,9 +1,9 @@
-ARG BASE_IMAGE="prof-python-3.11"
+ARG BASE_IMAGE="prof-python-3.12"
 FROM $BASE_IMAGE
 
 # Copy the Python target into the container
-COPY ./scenarios/python_basic_idle_3.11/main.py \
-    ./scenarios/python_basic_idle_3.11/requirements.txt \
+COPY ./scenarios/python_basic_idle_3.12/main.py \
+    ./scenarios/python_basic_idle_3.12/requirements.txt \
     /app/
 RUN chmod 644 /app/*
 
diff --git a/scenarios/python_basic_idle_3.11/expected_profile.json b/scenarios/python_basic_idle_3.12/expected_profile.json
similarity index 82%
rename from scenarios/python_basic_idle_3.11/expected_profile.json
rename to scenarios/python_basic_idle_3.12/expected_profile.json
index b23fe6a..f549dc3 100644
--- a/scenarios/python_basic_idle_3.11/expected_profile.json
+++ b/scenarios/python_basic_idle_3.12/expected_profile.json
@@ -1,5 +1,5 @@
 {
-  "test_name": "python_basic_idle_3.11",
+  "test_name": "python_basic_idle_3.12",
   "pprof-regex": "",
   "stacks": [
     {
@@ -7,7 +7,7 @@
       "pprof-regex": "",
       "stack-content": [
         {
-          "regular_expression": "^\u003cmodule\u003e;target$",
+          "regular_expression": "^\u003cmodule\u003e;target;sleep$",
           "value": 1000000000,
           "error_margin": 15,
           "labels": [
@@ -21,7 +21,7 @@
           ]
         },
         {
-          "regular_expression": ".*run;target$",
+          "regular_expression": ".*run;target;sleep$",
           "value": 500000000,
           "error_margin": 15,
           "labels": [
diff --git a/scenarios/python_basic_idle_3.10/main.py b/scenarios/python_basic_idle_3.12/main.py
similarity index 100%
rename from scenarios/python_basic_idle_3.10/main.py
rename to scenarios/python_basic_idle_3.12/main.py
diff --git a/scenarios/python_basic_idle_3.10/requirements.txt b/scenarios/python_basic_idle_3.12/requirements.txt
similarity index 100%
rename from scenarios/python_basic_idle_3.10/requirements.txt
rename to scenarios/python_basic_idle_3.12/requirements.txt
diff --git a/scenarios/python_basic_memory_3.11/Dockerfile b/scenarios/python_basic_memory_3.12/Dockerfile
similarity index 69%
rename from scenarios/python_basic_memory_3.11/Dockerfile
rename to scenarios/python_basic_memory_3.12/Dockerfile
index 3f2e60b..20f663f 100644
--- a/scenarios/python_basic_memory_3.11/Dockerfile
+++ b/scenarios/python_basic_memory_3.12/Dockerfile
@@ -1,13 +1,13 @@
-ARG BASE_IMAGE="prof-python-3.11"
+ARG BASE_IMAGE="prof-python-3.12"
 FROM $BASE_IMAGE
 
 # Copy the Python target into the container
-COPY ./scenarios/python_basic_memory_3.11/requirements.txt /app/requirements.txt
+COPY ./scenarios/python_basic_memory_3.12/requirements.txt /app/requirements.txt
 RUN chmod 644 /app/*
 
 RUN pip install -r /app/requirements.txt
 
-COPY ./scenarios/python_basic_memory_3.11/main.py /app/main.py
+COPY ./scenarios/python_basic_memory_3.12/main.py /app/main.py
 
 # Set the working directory to the location of the program
 WORKDIR /app
diff --git a/scenarios/python_basic_memory_3.11/README.md b/scenarios/python_basic_memory_3.12/README.md
similarity index 100%
rename from scenarios/python_basic_memory_3.11/README.md
rename to scenarios/python_basic_memory_3.12/README.md
diff --git a/scenarios/python_basic_memory_3.11/expected_profile.json b/scenarios/python_basic_memory_3.12/expected_profile.json
similarity index 100%
rename from scenarios/python_basic_memory_3.11/expected_profile.json
rename to scenarios/python_basic_memory_3.12/expected_profile.json
diff --git a/scenarios/python_basic_memory_3.11/main.py b/scenarios/python_basic_memory_3.12/main.py
similarity index 100%
rename from scenarios/python_basic_memory_3.11/main.py
rename to scenarios/python_basic_memory_3.12/main.py
diff --git a/scenarios/python_basic_memory_3.11/requirements.txt b/scenarios/python_basic_memory_3.12/requirements.txt
similarity index 100%
rename from scenarios/python_basic_memory_3.11/requirements.txt
rename to scenarios/python_basic_memory_3.12/requirements.txt
diff --git a/scenarios/python_concurrent_cpu_wall_3.11/Dockerfile b/scenarios/python_concurrent_cpu_wall_3.12/Dockerfile
similarity index 54%
rename from scenarios/python_concurrent_cpu_wall_3.11/Dockerfile
rename to scenarios/python_concurrent_cpu_wall_3.12/Dockerfile
index 807fc97..8d57b61 100644
--- a/scenarios/python_concurrent_cpu_wall_3.11/Dockerfile
+++ b/scenarios/python_concurrent_cpu_wall_3.12/Dockerfile
@@ -1,8 +1,8 @@
-ARG BASE_IMAGE="prof-python-3.11"
+ARG BASE_IMAGE="prof-python-3.12"
 FROM $BASE_IMAGE
 
-COPY ./scenarios/python_concurrent_cpu_wall_3.11/main.py \
-    ./scenarios/python_concurrent_cpu_wall_3.11/requirements.txt \
+COPY ./scenarios/python_concurrent_cpu_wall_3.12/main.py \
+    ./scenarios/python_concurrent_cpu_wall_3.12/requirements.txt \
     /app/
 RUN chmod 644 /app/*
 
diff --git a/scenarios/python_concurrent_cpu_wall_3.11/README.md b/scenarios/python_concurrent_cpu_wall_3.12/README.md
similarity index 90%
rename from scenarios/python_concurrent_cpu_wall_3.11/README.md
rename to scenarios/python_concurrent_cpu_wall_3.12/README.md
index 2cf8d53..1481c78 100644
--- a/scenarios/python_concurrent_cpu_wall_3.11/README.md
+++ b/scenarios/python_concurrent_cpu_wall_3.12/README.md
@@ -1,7 +1,7 @@
-# python_concurrent_cpu_wall_3.11
+# python_concurrent_cpu_wall_3.12
 
 Verifies per-thread CPU-vs-wall attribution for threads that are on-CPU and
-off-CPU *at the same time*. Unlike `python_spiky_3.11` (single thread that
+off-CPU *at the same time*. Unlike `python_spiky_3.12` (single thread that
 alternates between bursts and sleeps sequentially), this runs two threads
 concurrently for the full duration:
 
diff --git a/scenarios/python_concurrent_cpu_wall_3.11/expected_profile.json b/scenarios/python_concurrent_cpu_wall_3.12/expected_profile.json
similarity index 100%
rename from scenarios/python_concurrent_cpu_wall_3.11/expected_profile.json
rename to scenarios/python_concurrent_cpu_wall_3.12/expected_profile.json
diff --git a/scenarios/python_concurrent_cpu_wall_3.11/main.py b/scenarios/python_concurrent_cpu_wall_3.12/main.py
similarity index 100%
rename from scenarios/python_concurrent_cpu_wall_3.11/main.py
rename to scenarios/python_concurrent_cpu_wall_3.12/main.py
diff --git a/scenarios/python_basic_idle_3.11/requirements.txt b/scenarios/python_concurrent_cpu_wall_3.12/requirements.txt
similarity index 100%
rename from scenarios/python_basic_idle_3.11/requirements.txt
rename to scenarios/python_concurrent_cpu_wall_3.12/requirements.txt
diff --git a/scenarios/python_cpu/Dockerfile b/scenarios/python_cpu/Dockerfile
index 23dd9bc..1e33e7c 100644
--- a/scenarios/python_cpu/Dockerfile
+++ b/scenarios/python_cpu/Dockerfile
@@ -1,4 +1,4 @@
-ARG BASE_IMAGE="prof-python-3.11"
+ARG BASE_IMAGE="prof-python-3.12"
 FROM $BASE_IMAGE
 
 # Set the working directory in the container
diff --git a/scenarios/python_deep_stack_3.11/Dockerfile b/scenarios/python_deep_stack_3.12/Dockerfile
similarity index 56%
rename from scenarios/python_deep_stack_3.11/Dockerfile
rename to scenarios/python_deep_stack_3.12/Dockerfile
index 453137b..9140c84 100644
--- a/scenarios/python_deep_stack_3.11/Dockerfile
+++ b/scenarios/python_deep_stack_3.12/Dockerfile
@@ -1,8 +1,8 @@
-ARG BASE_IMAGE="prof-python-3.11"
+ARG BASE_IMAGE="prof-python-3.12"
 FROM $BASE_IMAGE
 
-COPY ./scenarios/python_deep_stack_3.11/main.py \
-    ./scenarios/python_deep_stack_3.11/requirements.txt \
+COPY ./scenarios/python_deep_stack_3.12/main.py \
+    ./scenarios/python_deep_stack_3.12/requirements.txt \
     /app/
 RUN chmod 644 /app/*
 
diff --git a/scenarios/python_deep_stack_3.11/README.md b/scenarios/python_deep_stack_3.12/README.md
similarity index 97%
rename from scenarios/python_deep_stack_3.11/README.md
rename to scenarios/python_deep_stack_3.12/README.md
index b876caf..5305e7f 100644
--- a/scenarios/python_deep_stack_3.11/README.md
+++ b/scenarios/python_deep_stack_3.12/README.md
@@ -1,4 +1,4 @@
-# python_deep_stack_3.11
+# python_deep_stack_3.12
 
 Verifies that the stack unwinder correctly captures deep call stacks. Every
 other scenario has shallow stacks (fewer than ~10 frames), so the unwinder's
diff --git a/scenarios/python_deep_stack_3.11/expected_profile.json b/scenarios/python_deep_stack_3.12/expected_profile.json
similarity index 100%
rename from scenarios/python_deep_stack_3.11/expected_profile.json
rename to scenarios/python_deep_stack_3.12/expected_profile.json
diff --git a/scenarios/python_deep_stack_3.11/main.py b/scenarios/python_deep_stack_3.12/main.py
similarity index 100%
rename from scenarios/python_deep_stack_3.11/main.py
rename to scenarios/python_deep_stack_3.12/main.py
diff --git a/scenarios/python_concurrent_cpu_wall_3.11/requirements.txt b/scenarios/python_deep_stack_3.12/requirements.txt
similarity index 100%
rename from scenarios/python_concurrent_cpu_wall_3.11/requirements.txt
rename to scenarios/python_deep_stack_3.12/requirements.txt
diff --git a/scenarios/python_fastapi_3.11/Dockerfile b/scenarios/python_fastapi_3.12/Dockerfile
similarity index 76%
rename from scenarios/python_fastapi_3.11/Dockerfile
rename to scenarios/python_fastapi_3.12/Dockerfile
index 9fd9971..99a5d5a 100644
--- a/scenarios/python_fastapi_3.11/Dockerfile
+++ b/scenarios/python_fastapi_3.12/Dockerfile
@@ -1,8 +1,8 @@
-ARG BASE_IMAGE="prof-python-3.11"
+ARG BASE_IMAGE="prof-python-3.12"
 FROM $BASE_IMAGE
 
 # Copy the Python target into the container
-COPY ./scenarios/python_fastapi_3.11/requirements.txt /app/
+COPY ./scenarios/python_fastapi_3.12/requirements.txt /app/
 RUN chmod 644 /app/*
 
 # Set the working directory to the location of the program
@@ -10,7 +10,7 @@ WORKDIR /app
 
 RUN pip install -r requirements.txt
 
-COPY ./scenarios/python_fastapi_3.11/main.py /app/
+COPY ./scenarios/python_fastapi_3.12/main.py /app/
 
 ENV DD_PROFILING_ENABLED=true
 ENV DD_TRACE_ENABLED=false
diff --git a/scenarios/python_fastapi_3.11/README.md b/scenarios/python_fastapi_3.12/README.md
similarity index 100%
rename from scenarios/python_fastapi_3.11/README.md
rename to scenarios/python_fastapi_3.12/README.md
diff --git a/scenarios/python_fastapi_3.11/expected_profile.json b/scenarios/python_fastapi_3.12/expected_profile.json
similarity index 98%
rename from scenarios/python_fastapi_3.11/expected_profile.json
rename to scenarios/python_fastapi_3.12/expected_profile.json
index b952f3a..c441817 100644
--- a/scenarios/python_fastapi_3.11/expected_profile.json
+++ b/scenarios/python_fastapi_3.12/expected_profile.json
@@ -1,5 +1,5 @@
 {
-  "test_name": "python_fastapi_3.11",
+  "test_name": "python_fastapi_3.12",
   "scale_by_duration": false,
   "pprof-regex": "",
   "stacks": [
diff --git a/scenarios/python_fastapi_3.11/main.py b/scenarios/python_fastapi_3.12/main.py
similarity index 100%
rename from scenarios/python_fastapi_3.11/main.py
rename to scenarios/python_fastapi_3.12/main.py
diff --git a/scenarios/python_fastapi_3.11/requirements.txt b/scenarios/python_fastapi_3.12/requirements.txt
similarity index 100%
rename from scenarios/python_fastapi_3.11/requirements.txt
rename to scenarios/python_fastapi_3.12/requirements.txt
diff --git a/scenarios/python_flask_3.11/Dockerfile b/scenarios/python_flask_3.12/Dockerfile
similarity index 79%
rename from scenarios/python_flask_3.11/Dockerfile
rename to scenarios/python_flask_3.12/Dockerfile
index 0357923..2a62fae 100644
--- a/scenarios/python_flask_3.11/Dockerfile
+++ b/scenarios/python_flask_3.12/Dockerfile
@@ -1,8 +1,8 @@
-ARG BASE_IMAGE="prof-python-3.11"
+ARG BASE_IMAGE="prof-python-3.12"
 FROM $BASE_IMAGE
 
 # Copy the Python target into the container
-COPY ./scenarios/python_flask_3.11/requirements.txt /app/
+COPY ./scenarios/python_flask_3.12/requirements.txt /app/
 RUN chmod 644 /app/*
 
 # Set the working directory to the location of the program
@@ -10,7 +10,7 @@ WORKDIR /app
 
 RUN pip install -r requirements.txt
 
-COPY ./scenarios/python_flask_3.11/app.py /app/
+COPY ./scenarios/python_flask_3.12/app.py /app/
 
 ENV ECHION_USE_FAST_COPY_MEMORY=1
 ENV _DD_PROFILING_STACK_ADAPTIVE_SAMPLING_ENABLED=0
diff --git a/scenarios/python_flask_3.11/README.md b/scenarios/python_flask_3.12/README.md
similarity index 100%
rename from scenarios/python_flask_3.11/README.md
rename to scenarios/python_flask_3.12/README.md
diff --git a/scenarios/python_flask_3.11/app.py b/scenarios/python_flask_3.12/app.py
similarity index 100%
rename from scenarios/python_flask_3.11/app.py
rename to scenarios/python_flask_3.12/app.py
diff --git a/scenarios/python_flask_3.11/expected_profile.json b/scenarios/python_flask_3.12/expected_profile.json
similarity index 97%
rename from scenarios/python_flask_3.11/expected_profile.json
rename to scenarios/python_flask_3.12/expected_profile.json
index 967fa89..92fdd6b 100644
--- a/scenarios/python_flask_3.11/expected_profile.json
+++ b/scenarios/python_flask_3.12/expected_profile.json
@@ -1,5 +1,5 @@
 {
-  "test_name": "python_flask_3.11",
+  "test_name": "python_flask_3.12",
   "scale_by_duration": false,
   "pprof-regex": "",
   "stacks": [
diff --git a/scenarios/python_flask_3.11/requirements.txt b/scenarios/python_flask_3.12/requirements.txt
similarity index 100%
rename from scenarios/python_flask_3.11/requirements.txt
rename to scenarios/python_flask_3.12/requirements.txt
diff --git a/scenarios/python_gil_contention_3.11/Dockerfile b/scenarios/python_gil_contention_3.12/Dockerfile
similarity index 54%
rename from scenarios/python_gil_contention_3.11/Dockerfile
rename to scenarios/python_gil_contention_3.12/Dockerfile
index 1cd3a26..044cb09 100644
--- a/scenarios/python_gil_contention_3.11/Dockerfile
+++ b/scenarios/python_gil_contention_3.12/Dockerfile
@@ -1,8 +1,8 @@
-ARG BASE_IMAGE="prof-python-3.11"
+ARG BASE_IMAGE="prof-python-3.12"
 FROM $BASE_IMAGE
 
-COPY ./scenarios/python_gil_contention_3.11/main.py \
-    ./scenarios/python_gil_contention_3.11/requirements.txt \
+COPY ./scenarios/python_gil_contention_3.12/main.py \
+    ./scenarios/python_gil_contention_3.12/requirements.txt \
     /app/
 RUN chmod 644 /app/*
 
diff --git a/scenarios/python_gil_contention_3.11/README.md b/scenarios/python_gil_contention_3.12/README.md
similarity index 89%
rename from scenarios/python_gil_contention_3.11/README.md
rename to scenarios/python_gil_contention_3.12/README.md
index 6886139..cb257a2 100644
--- a/scenarios/python_gil_contention_3.11/README.md
+++ b/scenarios/python_gil_contention_3.12/README.md
@@ -1,4 +1,4 @@
-# python_gil_contention_3.11
+# python_gil_contention_3.12
 
 Verifies the wall-vs-CPU relationship across many threads that are
 all runnable at once: wall time scales with the number of threads, but CPU time
@@ -6,7 +6,7 @@ is bounded by the GIL to roughly one core.
 
 The workload runs 8 CPU-bound `spin` threads for the full duration. 8 is below
 the default `max_threads` cap, so every thread is sampled each cycle (no
-reservoir sampling, unlike `python_many_threads_3.11`).
+reservoir sampling, unlike `python_many_threads_3.12`).
 
 ## Expected behavior
 
diff --git a/scenarios/python_gil_contention_3.11/expected_profile.json b/scenarios/python_gil_contention_3.12/expected_profile.json
similarity index 100%
rename from scenarios/python_gil_contention_3.11/expected_profile.json
rename to scenarios/python_gil_contention_3.12/expected_profile.json
diff --git a/scenarios/python_gil_contention_3.11/main.py b/scenarios/python_gil_contention_3.12/main.py
similarity index 100%
rename from scenarios/python_gil_contention_3.11/main.py
rename to scenarios/python_gil_contention_3.12/main.py
diff --git a/scenarios/python_deep_stack_3.11/requirements.txt b/scenarios/python_gil_contention_3.12/requirements.txt
similarity index 100%
rename from scenarios/python_deep_stack_3.11/requirements.txt
rename to scenarios/python_gil_contention_3.12/requirements.txt
diff --git a/scenarios/python_greenlet_3.11/Dockerfile b/scenarios/python_greenlet_3.12/Dockerfile
similarity index 76%
rename from scenarios/python_greenlet_3.11/Dockerfile
rename to scenarios/python_greenlet_3.12/Dockerfile
index bdf4341..7c8fa91 100644
--- a/scenarios/python_greenlet_3.11/Dockerfile
+++ b/scenarios/python_greenlet_3.12/Dockerfile
@@ -1,8 +1,8 @@
-ARG BASE_IMAGE="prof-python-3.11"
+ARG BASE_IMAGE="prof-python-3.12"
 FROM $BASE_IMAGE
 
 # Copy the Python target into the container
-COPY ./scenarios/python_greenlet_3.11/requirements.txt /app/
+COPY ./scenarios/python_greenlet_3.12/requirements.txt /app/
 RUN chmod 644 /app/*
 
 # Set the working directory to the location of the program
@@ -10,7 +10,7 @@ WORKDIR /app
 
 RUN pip install -r requirements.txt
 
-COPY ./scenarios/python_greenlet_3.11/main.py /app/
+COPY ./scenarios/python_greenlet_3.12/main.py /app/
 
 ENV DD_PROFILING_ENABLED=true
 ENV DD_TRACE_ENABLED=false
diff --git a/scenarios/python_greenlet_3.11/expected_profile.json b/scenarios/python_greenlet_3.12/expected_profile.json
similarity index 98%
rename from scenarios/python_greenlet_3.11/expected_profile.json
rename to scenarios/python_greenlet_3.12/expected_profile.json
index a867369..d081c6c 100644
--- a/scenarios/python_greenlet_3.11/expected_profile.json
+++ b/scenarios/python_greenlet_3.12/expected_profile.json
@@ -1,5 +1,5 @@
 {
-  "test_name": "python_greenlet_3.11",
+  "test_name": "python_greenlet_3.12",
   "scale_by_duration": false,
   "pprof-regex": "",
   "stacks": [
diff --git a/scenarios/python_greenlet_3.11/main.py b/scenarios/python_greenlet_3.12/main.py
similarity index 100%
rename from scenarios/python_greenlet_3.11/main.py
rename to scenarios/python_greenlet_3.12/main.py
diff --git a/scenarios/python_greenlet_3.11/requirements.txt b/scenarios/python_greenlet_3.12/requirements.txt
similarity index 100%
rename from scenarios/python_greenlet_3.11/requirements.txt
rename to scenarios/python_greenlet_3.12/requirements.txt
diff --git a/scenarios/python_greenlet_multithreaded_3.11/Dockerfile b/scenarios/python_greenlet_multithreaded_3.12/Dockerfile
similarity index 65%
rename from scenarios/python_greenlet_multithreaded_3.11/Dockerfile
rename to scenarios/python_greenlet_multithreaded_3.12/Dockerfile
index 95320dc..1988837 100644
--- a/scenarios/python_greenlet_multithreaded_3.11/Dockerfile
+++ b/scenarios/python_greenlet_multithreaded_3.12/Dockerfile
@@ -1,14 +1,14 @@
-ARG BASE_IMAGE="prof-python-3.11"
+ARG BASE_IMAGE="prof-python-3.12"
 FROM $BASE_IMAGE
 
-COPY ./scenarios/python_greenlet_multithreaded_3.11/requirements.txt /app/
+COPY ./scenarios/python_greenlet_multithreaded_3.12/requirements.txt /app/
 RUN chmod 644 /app/*
 
 WORKDIR /app
 
 RUN pip install --no-cache-dir -r requirements.txt
 
-COPY ./scenarios/python_greenlet_multithreaded_3.11/main.py /app/
+COPY ./scenarios/python_greenlet_multithreaded_3.12/main.py /app/
 
 ENV DD_PROFILING_ENABLED=true
 ENV DD_TRACE_ENABLED=false
diff --git a/scenarios/python_greenlet_multithreaded_3.11/expected_profile.json b/scenarios/python_greenlet_multithreaded_3.12/expected_profile.json
similarity index 97%
rename from scenarios/python_greenlet_multithreaded_3.11/expected_profile.json
rename to scenarios/python_greenlet_multithreaded_3.12/expected_profile.json
index fe34a70..0d89dac 100644
--- a/scenarios/python_greenlet_multithreaded_3.11/expected_profile.json
+++ b/scenarios/python_greenlet_multithreaded_3.12/expected_profile.json
@@ -1,5 +1,5 @@
 {
-  "test_name": "python_greenlet_multithreaded_3.11",
+  "test_name": "python_greenlet_multithreaded_3.12",
   "scale_by_duration": false,
   "pprof-regex": "",
   "stacks": [
diff --git a/scenarios/python_greenlet_multithreaded_3.11/main.py b/scenarios/python_greenlet_multithreaded_3.12/main.py
similarity index 100%
rename from scenarios/python_greenlet_multithreaded_3.11/main.py
rename to scenarios/python_greenlet_multithreaded_3.12/main.py
diff --git a/scenarios/python_greenlet_multithreaded_3.11/requirements.txt b/scenarios/python_greenlet_multithreaded_3.12/requirements.txt
similarity index 100%
rename from scenarios/python_greenlet_multithreaded_3.11/requirements.txt
rename to scenarios/python_greenlet_multithreaded_3.12/requirements.txt
diff --git a/scenarios/python_gunicorn_3.11/Dockerfile b/scenarios/python_gunicorn_3.12/Dockerfile
similarity index 75%
rename from scenarios/python_gunicorn_3.11/Dockerfile
rename to scenarios/python_gunicorn_3.12/Dockerfile
index 5e6d1f8..b6d427e 100644
--- a/scenarios/python_gunicorn_3.11/Dockerfile
+++ b/scenarios/python_gunicorn_3.12/Dockerfile
@@ -1,8 +1,8 @@
-ARG BASE_IMAGE="prof-python-3.11"
+ARG BASE_IMAGE="prof-python-3.12"
 FROM $BASE_IMAGE
 
 # Copy the Python target into the container
-COPY ./scenarios/python_gunicorn_3.11/requirements.txt /app/
+COPY ./scenarios/python_gunicorn_3.12/requirements.txt /app/
 RUN chmod 644 /app/*
 
 # Set the working directory to the location of the program
@@ -10,7 +10,7 @@ WORKDIR /app
 
 RUN pip install -r requirements.txt
 
-COPY ./scenarios/python_gunicorn_3.11/main.py /app/
+COPY ./scenarios/python_gunicorn_3.12/main.py /app/
 
 ENV DD_PROFILING_ENABLED=true
 ENV DD_TRACE_ENABLED=false
diff --git a/scenarios/python_gunicorn_3.11/README.md b/scenarios/python_gunicorn_3.12/README.md
similarity index 100%
rename from scenarios/python_gunicorn_3.11/README.md
rename to scenarios/python_gunicorn_3.12/README.md
diff --git a/scenarios/python_gunicorn_3.11/expected_profile.json b/scenarios/python_gunicorn_3.12/expected_profile.json
similarity index 98%
rename from scenarios/python_gunicorn_3.11/expected_profile.json
rename to scenarios/python_gunicorn_3.12/expected_profile.json
index 4dad82f..a815331 100644
--- a/scenarios/python_gunicorn_3.11/expected_profile.json
+++ b/scenarios/python_gunicorn_3.12/expected_profile.json
@@ -1,5 +1,5 @@
 {
-  "test_name": "python_gunicorn_3.11",
+  "test_name": "python_gunicorn_3.12",
   "scale_by_duration": false,
   "pprof-regex": "profiles.*\\.pprof$",
   "allow_first_profile_failure": true,
diff --git a/scenarios/python_gunicorn_3.11/main.py b/scenarios/python_gunicorn_3.12/main.py
similarity index 100%
rename from scenarios/python_gunicorn_3.11/main.py
rename to scenarios/python_gunicorn_3.12/main.py
diff --git a/scenarios/python_gunicorn_3.11/requirements.txt b/scenarios/python_gunicorn_3.12/requirements.txt
similarity index 100%
rename from scenarios/python_gunicorn_3.11/requirements.txt
rename to scenarios/python_gunicorn_3.12/requirements.txt
diff --git a/scenarios/python_many_threads/Dockerfile b/scenarios/python_many_threads/Dockerfile
index 6be25b4..fee782b 100644
--- a/scenarios/python_many_threads/Dockerfile
+++ b/scenarios/python_many_threads/Dockerfile
@@ -1,4 +1,4 @@
-ARG BASE_IMAGE="prof-python-3.11"
+ARG BASE_IMAGE="prof-python-3.12"
 FROM $BASE_IMAGE
 
 COPY ./scenarios/python_many_threads/main.py \
diff --git a/scenarios/python_many_threads/README.md b/scenarios/python_many_threads/README.md
index 98ba1cd..72335c9 100644
--- a/scenarios/python_many_threads/README.md
+++ b/scenarios/python_many_threads/README.md
@@ -1,4 +1,4 @@
-# python_many_threads_3.11
+# python_many_threads_3.12
 
 Verifies that the stack sampler's reservoir sampling produces correct wall-time
 totals when the number of live threads exceeds the per-cycle sampling cap.
diff --git a/scenarios/python_multiprocessing/Dockerfile b/scenarios/python_multiprocessing/Dockerfile
index 70a7cd7..2d7371a 100644
--- a/scenarios/python_multiprocessing/Dockerfile
+++ b/scenarios/python_multiprocessing/Dockerfile
@@ -1,4 +1,4 @@
-ARG BASE_IMAGE="prof-python-3.11"
+ARG BASE_IMAGE="prof-python-3.12"
 FROM $BASE_IMAGE
 
 COPY ./scenarios/python_multiprocessing/main.py \
diff --git a/scenarios/python_multiprocessing/README.md b/scenarios/python_multiprocessing/README.md
index da8c08f..63765f8 100644
--- a/scenarios/python_multiprocessing/README.md
+++ b/scenarios/python_multiprocessing/README.md
@@ -5,7 +5,7 @@ profiles in forked child processes. The profiler is started in the parent and
 then `NUM_WORKERS` children are forked, so each child inherits the running
 native sampler and must restart it through the `pthread_atfork` handler
 (re-registering the surviving thread with a fresh clock id and clearing stale
-echion state). Only `python_gunicorn_3.11` touches forking today, and it does
+echion state). Only `python_gunicorn_3.12` touches forking today, and it does
 so as a web server with `allow_first_profile_failure`, so the pure-compute fork
 path is otherwise uncovered.
 
diff --git a/scenarios/python_native_cpu_3.11/Dockerfile b/scenarios/python_native_cpu_3.12/Dockerfile
similarity index 58%
rename from scenarios/python_native_cpu_3.11/Dockerfile
rename to scenarios/python_native_cpu_3.12/Dockerfile
index f6cfcc3..ae4985f 100644
--- a/scenarios/python_native_cpu_3.11/Dockerfile
+++ b/scenarios/python_native_cpu_3.12/Dockerfile
@@ -1,8 +1,8 @@
-ARG BASE_IMAGE="prof-python-3.11"
+ARG BASE_IMAGE="prof-python-3.12"
 FROM $BASE_IMAGE
 
-COPY ./scenarios/python_native_cpu_3.11/main.py \
-    ./scenarios/python_native_cpu_3.11/requirements.txt \
+COPY ./scenarios/python_native_cpu_3.12/main.py \
+    ./scenarios/python_native_cpu_3.12/requirements.txt \
     /app/
 RUN chmod 644 /app/*
 
diff --git a/scenarios/python_native_cpu_3.11/README.md b/scenarios/python_native_cpu_3.12/README.md
similarity index 97%
rename from scenarios/python_native_cpu_3.11/README.md
rename to scenarios/python_native_cpu_3.12/README.md
index d3be6e1..2e9a81e 100644
--- a/scenarios/python_native_cpu_3.11/README.md
+++ b/scenarios/python_native_cpu_3.12/README.md
@@ -1,4 +1,4 @@
-# python_native_cpu_3.11
+# python_native_cpu_3.12
 
 Verifies that the Python profiler correctly attributes CPU time to Python frames that call native (C-extension) functions.
 
diff --git a/scenarios/python_native_cpu_3.11/expected_profile.json b/scenarios/python_native_cpu_3.12/expected_profile.json
similarity index 100%
rename from scenarios/python_native_cpu_3.11/expected_profile.json
rename to scenarios/python_native_cpu_3.12/expected_profile.json
diff --git a/scenarios/python_native_cpu_3.11/main.py b/scenarios/python_native_cpu_3.12/main.py
similarity index 100%
rename from scenarios/python_native_cpu_3.11/main.py
rename to scenarios/python_native_cpu_3.12/main.py
diff --git a/scenarios/python_gil_contention_3.11/requirements.txt b/scenarios/python_native_cpu_3.12/requirements.txt
similarity index 100%
rename from scenarios/python_gil_contention_3.11/requirements.txt
rename to scenarios/python_native_cpu_3.12/requirements.txt
diff --git a/scenarios/python_pytorch_3.11/Dockerfile b/scenarios/python_pytorch_3.12/Dockerfile
similarity index 77%
rename from scenarios/python_pytorch_3.11/Dockerfile
rename to scenarios/python_pytorch_3.12/Dockerfile
index ceef425..a76805e 100644
--- a/scenarios/python_pytorch_3.11/Dockerfile
+++ b/scenarios/python_pytorch_3.12/Dockerfile
@@ -1,9 +1,9 @@
-ARG BASE_IMAGE="prof-python-3.11"
+ARG BASE_IMAGE="prof-python-3.12"
 FROM $BASE_IMAGE
 
 WORKDIR /usr/src/app
 
-COPY ./scenarios/python_pytorch_3.11/ /usr/src/app
+COPY ./scenarios/python_pytorch_3.12/ /usr/src/app
 
 RUN pip install --no-cache-dir torch --index-url https://download.pytorch.org/whl/cpu
 RUN pip install --no-cache-dir -r requirements.txt
diff --git a/scenarios/python_pytorch_3.11/expected_profile.json b/scenarios/python_pytorch_3.12/expected_profile.json
similarity index 100%
rename from scenarios/python_pytorch_3.11/expected_profile.json
rename to scenarios/python_pytorch_3.12/expected_profile.json
diff --git a/scenarios/python_pytorch_3.11/main.py b/scenarios/python_pytorch_3.12/main.py
similarity index 100%
rename from scenarios/python_pytorch_3.11/main.py
rename to scenarios/python_pytorch_3.12/main.py
diff --git a/scenarios/python_native_cpu_3.11/requirements.txt b/scenarios/python_pytorch_3.12/requirements.txt
similarity index 100%
rename from scenarios/python_native_cpu_3.11/requirements.txt
rename to scenarios/python_pytorch_3.12/requirements.txt
diff --git a/scenarios/python_safe_point_bias_3.11/Dockerfile b/scenarios/python_safe_point_bias_3.12/Dockerfile
similarity index 72%
rename from scenarios/python_safe_point_bias_3.11/Dockerfile
rename to scenarios/python_safe_point_bias_3.12/Dockerfile
index 5b35b3a..d7d5083 100644
--- a/scenarios/python_safe_point_bias_3.11/Dockerfile
+++ b/scenarios/python_safe_point_bias_3.12/Dockerfile
@@ -1,9 +1,9 @@
-ARG BASE_IMAGE="prof-python-3.11"
+ARG BASE_IMAGE="prof-python-3.12"
 FROM $BASE_IMAGE
 
 WORKDIR /usr/src/app
 
-COPY ./scenarios/python_safe_point_bias_3.11/ /usr/src/app
+COPY ./scenarios/python_safe_point_bias_3.12/ /usr/src/app
 
 RUN chmod 644 /usr/src/app/main.py
 RUN pip install --no-cache-dir -r requirements.txt
diff --git a/scenarios/python_safe_point_bias_3.11/README.md b/scenarios/python_safe_point_bias_3.12/README.md
similarity index 73%
rename from scenarios/python_safe_point_bias_3.11/README.md
rename to scenarios/python_safe_point_bias_3.12/README.md
index c51ee38..0f3175d 100644
--- a/scenarios/python_safe_point_bias_3.11/README.md
+++ b/scenarios/python_safe_point_bias_3.12/README.md
@@ -1,4 +1,4 @@
-# python_safe_point_bias_3.11
+# python_safe_point_bias_3.12
 
 Verifies that the Python profiler correctly attributes CPU time to `slow_method` rather than to `empty_method`, which is called from `slow_method` but does no work.
 
@@ -21,6 +21,8 @@ def slow_method() -> None:
 ## Expected behavior
 
 - **cpu-time**: `slow_method` appears in ~100% of samples (inclusive), since all CPU work happens there.
-- **cpu-time**: `empty_method` appears in ~0% of samples; it is a no-op and should not be blamed for the CPU usage of its caller.
+- **cpu-time**: `empty_method` appears in at most 10% of samples. Its call and
+  return still consume some CPU, but the no-op should not receive a significant
+  share of its caller's CPU time.
 
-A profiler with a blame-attribution bug would incorrectly show `empty_method` consuming significant CPU time.
+A profiler with a blame-attribution bug would incorrectly show `empty_method` consuming a substantial share of CPU time.
diff --git a/scenarios/python_safe_point_bias_3.11/expected_profile.json b/scenarios/python_safe_point_bias_3.12/expected_profile.json
similarity index 93%
rename from scenarios/python_safe_point_bias_3.11/expected_profile.json
rename to scenarios/python_safe_point_bias_3.12/expected_profile.json
index fe0301d..dc1a8a7 100644
--- a/scenarios/python_safe_point_bias_3.11/expected_profile.json
+++ b/scenarios/python_safe_point_bias_3.12/expected_profile.json
@@ -12,7 +12,7 @@
         {
           "regular_expression": ".*empty_method",
           "percent": 0,
-          "error_margin": 5
+          "error_margin": 10
         }
       ]
     }
diff --git a/scenarios/python_safe_point_bias_3.11/main.py b/scenarios/python_safe_point_bias_3.12/main.py
similarity index 100%
rename from scenarios/python_safe_point_bias_3.11/main.py
rename to scenarios/python_safe_point_bias_3.12/main.py
diff --git a/scenarios/python_pytorch_3.11/requirements.txt b/scenarios/python_safe_point_bias_3.12/requirements.txt
similarity index 100%
rename from scenarios/python_pytorch_3.11/requirements.txt
rename to scenarios/python_safe_point_bias_3.12/requirements.txt
diff --git a/scenarios/python_sample_count_3.11/Dockerfile b/scenarios/python_sample_count_3.12/Dockerfile
similarity index 68%
rename from scenarios/python_sample_count_3.11/Dockerfile
rename to scenarios/python_sample_count_3.12/Dockerfile
index 08aa74e..5492358 100644
--- a/scenarios/python_sample_count_3.11/Dockerfile
+++ b/scenarios/python_sample_count_3.12/Dockerfile
@@ -1,8 +1,8 @@
-ARG BASE_IMAGE="prof-python-3.11"
+ARG BASE_IMAGE="prof-python-3.12"
 FROM $BASE_IMAGE
 
-COPY ./scenarios/python_sample_count_3.11/main.py \
-    ./scenarios/python_sample_count_3.11/requirements.txt \
+COPY ./scenarios/python_sample_count_3.12/main.py \
+    ./scenarios/python_sample_count_3.12/requirements.txt \
     /app/
 RUN chmod 644 /app/*
 
diff --git a/scenarios/python_sample_count_3.11/README.md b/scenarios/python_sample_count_3.12/README.md
similarity index 96%
rename from scenarios/python_sample_count_3.11/README.md
rename to scenarios/python_sample_count_3.12/README.md
index b0f234e..29925ea 100644
--- a/scenarios/python_sample_count_3.11/README.md
+++ b/scenarios/python_sample_count_3.12/README.md
@@ -1,4 +1,4 @@
-# python_sample_count_3.11
+# python_sample_count_3.12
 
 Verifies that the stack-sampling adaptive sampler produces a reasonable number of
 `wall-samples` under its configured overhead target.
diff --git a/scenarios/python_sample_count_3.11/expected_profile.json b/scenarios/python_sample_count_3.12/expected_profile.json
similarity index 100%
rename from scenarios/python_sample_count_3.11/expected_profile.json
rename to scenarios/python_sample_count_3.12/expected_profile.json
diff --git a/scenarios/python_sample_count_3.11/main.py b/scenarios/python_sample_count_3.12/main.py
similarity index 100%
rename from scenarios/python_sample_count_3.11/main.py
rename to scenarios/python_sample_count_3.12/main.py
diff --git a/scenarios/python_safe_point_bias_3.11/requirements.txt b/scenarios/python_sample_count_3.12/requirements.txt
similarity index 100%
rename from scenarios/python_safe_point_bias_3.11/requirements.txt
rename to scenarios/python_sample_count_3.12/requirements.txt
diff --git a/scenarios/python_spiky_3.11/requirements.txt b/scenarios/python_spiky_3.11/requirements.txt
deleted file mode 100644
index 749bf29..0000000
--- a/scenarios/python_spiky_3.11/requirements.txt
+++ /dev/null
@@ -1 +0,0 @@
-ddtrace
diff --git a/scenarios/python_spiky_3.11/Dockerfile b/scenarios/python_spiky_3.12/Dockerfile
similarity index 87%
rename from scenarios/python_spiky_3.11/Dockerfile
rename to scenarios/python_spiky_3.12/Dockerfile
index 0cec815..9c28b29 100644
--- a/scenarios/python_spiky_3.11/Dockerfile
+++ b/scenarios/python_spiky_3.12/Dockerfile
@@ -1,8 +1,8 @@
-ARG BASE_IMAGE="prof-python-3.11"
+ARG BASE_IMAGE="prof-python-3.12"
 FROM $BASE_IMAGE
 
-COPY ./scenarios/python_spiky_3.11/main.py \
-    ./scenarios/python_spiky_3.11/requirements.txt \
+COPY ./scenarios/python_spiky_3.12/main.py \
+    ./scenarios/python_spiky_3.12/requirements.txt \
     /app/
 RUN chmod 644 /app/*
 
diff --git a/scenarios/python_spiky_3.11/README.md b/scenarios/python_spiky_3.12/README.md
similarity index 98%
rename from scenarios/python_spiky_3.11/README.md
rename to scenarios/python_spiky_3.12/README.md
index 1b5bd23..2784cc8 100644
--- a/scenarios/python_spiky_3.11/README.md
+++ b/scenarios/python_spiky_3.12/README.md
@@ -1,4 +1,4 @@
-# python_spiky_3.11
+# python_spiky_3.12
 
 Verifies that the Python profiler correctly distinguishes CPU-time from wall-time when a process mixes on-CPU work and `time.sleep`.
 
diff --git a/scenarios/python_spiky_3.11/expected_profile.json b/scenarios/python_spiky_3.12/expected_profile.json
similarity index 100%
rename from scenarios/python_spiky_3.11/expected_profile.json
rename to scenarios/python_spiky_3.12/expected_profile.json
diff --git a/scenarios/python_spiky_3.11/main.py b/scenarios/python_spiky_3.12/main.py
similarity index 100%
rename from scenarios/python_spiky_3.11/main.py
rename to scenarios/python_spiky_3.12/main.py
diff --git a/scenarios/python_sample_count_3.11/requirements.txt b/scenarios/python_spiky_3.12/requirements.txt
similarity index 100%
rename from scenarios/python_sample_count_3.11/requirements.txt
rename to scenarios/python_spiky_3.12/requirements.txt
diff --git a/scenarios/python_thread_churn/Dockerfile b/scenarios/python_thread_churn/Dockerfile
index bbbb603..96a0670 100644
--- a/scenarios/python_thread_churn/Dockerfile
+++ b/scenarios/python_thread_churn/Dockerfile
@@ -1,4 +1,4 @@
-ARG BASE_IMAGE="prof-python-3.11"
+ARG BASE_IMAGE="prof-python-3.12"
 FROM $BASE_IMAGE
 
 COPY ./scenarios/python_thread_churn/main.py \
diff --git a/scenarios/python_thread_churn/README.md b/scenarios/python_thread_churn/README.md
index 0ac3947..4ce6117 100644
--- a/scenarios/python_thread_churn/README.md
+++ b/scenarios/python_thread_churn/README.md
@@ -1,4 +1,4 @@
-# python_thread_churn_3.11
+# python_thread_churn_3.12
 
 Verifies that work done in short-lived threads is still attributed correctly
 under constant thread creation and destruction. All other scenarios use
diff --git a/scenarios/python_uvloop_3.11/Dockerfile b/scenarios/python_uvloop_3.12/Dockerfile
similarity index 77%
rename from scenarios/python_uvloop_3.11/Dockerfile
rename to scenarios/python_uvloop_3.12/Dockerfile
index 8b0ec0d..09a495a 100644
--- a/scenarios/python_uvloop_3.11/Dockerfile
+++ b/scenarios/python_uvloop_3.12/Dockerfile
@@ -1,9 +1,9 @@
-ARG BASE_IMAGE="prof-python-3.11"
+ARG BASE_IMAGE="prof-python-3.12"
 FROM $BASE_IMAGE
 
 # Copy the Python target into the container
-COPY ./scenarios/python_uvloop_3.11/main.py \
-    ./scenarios/python_uvloop_3.11/requirements.txt \
+COPY ./scenarios/python_uvloop_3.12/main.py \
+    ./scenarios/python_uvloop_3.12/requirements.txt \
     /app/
 RUN chmod 644 /app/*
 
diff --git a/scenarios/python_uvloop_3.11/expected_profile.json b/scenarios/python_uvloop_3.12/expected_profile.json
similarity index 97%
rename from scenarios/python_uvloop_3.11/expected_profile.json
rename to scenarios/python_uvloop_3.12/expected_profile.json
index 098d56d..219a602 100644
--- a/scenarios/python_uvloop_3.11/expected_profile.json
+++ b/scenarios/python_uvloop_3.12/expected_profile.json
@@ -1,5 +1,5 @@
 {
-    "test_name": "python_uvloop_3.11",
+    "test_name": "python_uvloop_3.12",
     "scale_by_duration": false,
     "pprof-regex": "",
     "stacks": [
diff --git a/scenarios/python_uvloop_3.11/main.py b/scenarios/python_uvloop_3.12/main.py
similarity index 100%
rename from scenarios/python_uvloop_3.11/main.py
rename to scenarios/python_uvloop_3.12/main.py
diff --git a/scenarios/python_uvloop_3.11/requirements.txt b/scenarios/python_uvloop_3.12/requirements.txt
similarity index 100%
rename from scenarios/python_uvloop_3.11/requirements.txt
rename to scenarios/python_uvloop_3.12/requirements.txt
diff --git a/scenarios/python_uwsgi_3.11/Dockerfile b/scenarios/python_uwsgi_3.12/Dockerfile
similarity index 78%
rename from scenarios/python_uwsgi_3.11/Dockerfile
rename to scenarios/python_uwsgi_3.12/Dockerfile
index 285381b..bac9f94 100644
--- a/scenarios/python_uwsgi_3.11/Dockerfile
+++ b/scenarios/python_uwsgi_3.12/Dockerfile
@@ -1,8 +1,8 @@
-ARG BASE_IMAGE="prof-python-3.11"
+ARG BASE_IMAGE="prof-python-3.12"
 FROM $BASE_IMAGE
 
 # Copy the Python target into the container
-COPY ./scenarios/python_uwsgi_3.11/requirements.txt /app/
+COPY ./scenarios/python_uwsgi_3.12/requirements.txt /app/
 RUN chmod 644 /app/*
 
 # Set the working directory to the location of the program
@@ -10,8 +10,8 @@ WORKDIR /app
 
 RUN pip install -r requirements.txt
 
-COPY ./scenarios/python_uwsgi_3.11/app.py /app/
-COPY ./scenarios/python_uwsgi_3.11/uwsgi.ini /app/
+COPY ./scenarios/python_uwsgi_3.12/app.py /app/
+COPY ./scenarios/python_uwsgi_3.12/uwsgi.ini /app/
 
 ENV DD_TRACE_ENABLED=false
 ENV DD_PROFILING_ENABLED=true
diff --git a/scenarios/python_uwsgi_3.11/app.py b/scenarios/python_uwsgi_3.12/app.py
similarity index 100%
rename from scenarios/python_uwsgi_3.11/app.py
rename to scenarios/python_uwsgi_3.12/app.py
diff --git a/scenarios/python_uwsgi_3.11/expected_profile.json b/scenarios/python_uwsgi_3.12/expected_profile.json
similarity index 96%
rename from scenarios/python_uwsgi_3.11/expected_profile.json
rename to scenarios/python_uwsgi_3.12/expected_profile.json
index 759006e..46347d1 100644
--- a/scenarios/python_uwsgi_3.11/expected_profile.json
+++ b/scenarios/python_uwsgi_3.12/expected_profile.json
@@ -1,5 +1,5 @@
 {
-  "test_name": "python_uwsgi_3.11",
+  "test_name": "python_uwsgi_3.12",
   "note": "The _make_requests regex is replaced by .+ because dd-trace-py sometimes reports the function name as <module> instead of _make_requests in wall-time samples (known profiler bug with pprof location deduplication). We rely on the thread name label to identify Requester thread samples instead.",
   "scale_by_duration": true,
   "pprof-regex": "",
diff --git a/scenarios/python_uwsgi_3.11/requirements.txt b/scenarios/python_uwsgi_3.12/requirements.txt
similarity index 100%
rename from scenarios/python_uwsgi_3.11/requirements.txt
rename to scenarios/python_uwsgi_3.12/requirements.txt
diff --git a/scenarios/python_uwsgi_3.11/uwsgi.ini b/scenarios/python_uwsgi_3.12/uwsgi.ini
similarity index 100%
rename from scenarios/python_uwsgi_3.11/uwsgi.ini
rename to scenarios/python_uwsgi_3.12/uwsgi.ini