diff --git a/python/tflite_micro/pypi_build.sh b/python/tflite_micro/pypi_build.sh
index 53e50ee2802..383da1b160b 100755
--- a/python/tflite_micro/pypi_build.sh
+++ b/python/tflite_micro/pypi_build.sh
@@ -63,6 +63,7 @@ IMAGE_ID=$(cat $IMAGE_ID_FILE)
 
 # Build the Python package within an ephemeral container.
 docker run \
+    --init \
     --rm \
     --interactive \
     --mount type=bind,source=$SRCDIR,destination=$SRCDIR \
diff --git a/python/tflite_micro/signal/BUILD b/python/tflite_micro/signal/BUILD
index f8941ca2c1f..31759fce8b2 100644
--- a/python/tflite_micro/signal/BUILD
+++ b/python/tflite_micro/signal/BUILD
@@ -62,11 +62,6 @@ py_tflm_signal_library(
     ],
 )
 
-TARGET_COMPATIBLE_WITH = select({
-    "@bazel_tools//src/conditions:windows": ["@platforms//:incompatible"],
-    "//conditions:default": [],
-})
-
 py_test(
     name = "delay_op_test",
     size = "small",
@@ -76,7 +71,6 @@ py_test(
         "nomsan",
         "noubsan",
     ],
-    target_compatible_with = TARGET_COMPATIBLE_WITH,
     deps = [
         ":delay_op",
         requirement("numpy"),
@@ -108,7 +102,6 @@ py_test(
         "nomsan",
         "noubsan",
     ],
-    target_compatible_with = TARGET_COMPATIBLE_WITH,
     deps = [
         ":energy_op",
         requirement("numpy"),
@@ -140,7 +133,6 @@ py_test(
         "nomsan",
         "noubsan",
     ],
-    target_compatible_with = TARGET_COMPATIBLE_WITH,
     deps = [
         ":fft_ops",
         requirement("numpy"),
@@ -178,7 +170,6 @@ py_test(
         "nomsan",
         "noubsan",
     ],
-    target_compatible_with = TARGET_COMPATIBLE_WITH,
     deps = [
         ":filter_bank_ops",
         requirement("numpy"),
@@ -210,7 +201,6 @@ py_test(
         "nomsan",
         "noubsan",
     ],
-    target_compatible_with = TARGET_COMPATIBLE_WITH,
     deps = [
         ":framer_op",
         requirement("numpy"),
@@ -239,7 +229,6 @@ py_test(
         "nomsan",
         "noubsan",
     ],
-    target_compatible_with = TARGET_COMPATIBLE_WITH,
     deps = [
         ":overlap_add_op",
         requirement("absl_py"),
@@ -272,7 +261,6 @@ py_test(
         "nomsan",
         "noubsan",
     ],
-    target_compatible_with = TARGET_COMPATIBLE_WITH,
     deps = [
         ":pcan_op",
         requirement("numpy"),
@@ -304,7 +292,6 @@ py_test(
         "nomsan",
         "noubsan",
     ],
-    target_compatible_with = TARGET_COMPATIBLE_WITH,
     deps = [
         ":stacker_op",
         requirement("numpy"),
@@ -335,7 +322,6 @@ py_test(
         "nomsan",
         "noubsan",
     ],
-    target_compatible_with = TARGET_COMPATIBLE_WITH,
     deps = [
         ":window_op",
         requirement("numpy"),
diff --git a/python/tflite_micro/signal/utils/BUILD b/python/tflite_micro/signal/utils/BUILD
index e436cd43c39..f16e7b37699 100644
--- a/python/tflite_micro/signal/utils/BUILD
+++ b/python/tflite_micro/signal/utils/BUILD
@@ -11,11 +11,6 @@ package(
     licenses = ["notice"],
 )
 
-TARGET_COMPATIBLE_WITH = select({
-    "@bazel_tools//src/conditions:windows": ["@platforms//:incompatible"],
-    "//conditions:default": [],
-})
-
 py_test(
     name = "freq_to_mel_test",
     srcs = ["freq_to_mel_test.py"],
@@ -27,7 +22,6 @@ py_test(
         "nomsan",
         "noubsan",
     ],
-    target_compatible_with = TARGET_COMPATIBLE_WITH,
 )
 
 py_library(
@@ -79,6 +73,5 @@ py_test(
         "nomsan",
         "noubsan",
     ],
-    target_compatible_with = TARGET_COMPATIBLE_WITH,
     visibility = ["//visibility:public"],
 )
diff --git a/signal/micro/kernels/BUILD b/signal/micro/kernels/BUILD
index ffa4d625418..e4fa11ebfd0 100644
--- a/signal/micro/kernels/BUILD
+++ b/signal/micro/kernels/BUILD
@@ -72,17 +72,11 @@ cc_library(
     ],
 )
 
-TARGET_COMPATIBLE_WITH = select({
-    "@bazel_tools//src/conditions:windows": ["@platforms//:incompatible"],
-    "//conditions:default": [],
-})
-
 cc_test(
     name = "fft_test",
     srcs = [
         "fft_test.cc",
     ],
-    target_compatible_with = TARGET_COMPATIBLE_WITH,
     deps = [
         ":fft_flexbuffers_generated_data",
         ":register_signal_ops",
@@ -110,7 +104,6 @@ cc_test(
     srcs = [
         "window_test.cc",
     ],
-    target_compatible_with = TARGET_COMPATIBLE_WITH,
     deps = [
         ":register_signal_ops",
         ":window_flexbuffers_generated_data",
@@ -137,7 +130,6 @@ cc_test(
     srcs = [
         "framer_test.cc",
     ],
-    target_compatible_with = TARGET_COMPATIBLE_WITH,
     deps = [
         ":framer_flexbuffers_generated_data",
         ":register_signal_ops",
@@ -164,7 +156,6 @@ cc_test(
     srcs = [
         "overlap_add_test.cc",
     ],
-    target_compatible_with = TARGET_COMPATIBLE_WITH,
     deps = [
         ":overlap_add_flexbuffers_generated_data",
         ":register_signal_ops",
@@ -191,7 +182,6 @@ cc_test(
     srcs = [
         "delay_test.cc",
     ],
-    target_compatible_with = TARGET_COMPATIBLE_WITH,
     deps = [
         ":delay_flexbuffers_generated_data",
         "//tensorflow/lite/c:common",
@@ -217,7 +207,6 @@ cc_test(
     srcs = [
         "stacker_test.cc",
     ],
-    target_compatible_with = TARGET_COMPATIBLE_WITH,
     deps = [
         ":register_signal_ops",
         ":stacker_flexbuffers_generated_data",
@@ -244,7 +233,6 @@ cc_test(
     srcs = [
         "energy_test.cc",
     ],
-    target_compatible_with = TARGET_COMPATIBLE_WITH,
     deps = [
         ":energy_flexbuffers_generated_data",
         ":register_signal_ops",
@@ -291,7 +279,6 @@ cc_test(
     srcs = [
         "filter_bank_test.cc",
     ],
-    target_compatible_with = TARGET_COMPATIBLE_WITH,
     deps = [
         ":filter_bank_flexbuffers_generated_data",
         "//tensorflow/lite/c:common",
@@ -307,7 +294,6 @@ cc_test(
     srcs = [
         "filter_bank_log_test.cc",
     ],
-    target_compatible_with = TARGET_COMPATIBLE_WITH,
     deps = [
         ":filter_bank_log_flexbuffers_generated_data",
         "//tensorflow/lite/c:common",
@@ -323,7 +309,6 @@ cc_test(
     srcs = [
         "filter_bank_spectral_subtraction_test.cc",
     ],
-    target_compatible_with = TARGET_COMPATIBLE_WITH,
     deps = [
         ":filter_bank_spectral_subtraction_flexbuffers_generated_data",
         "//tensorflow/lite/c:common",
@@ -339,7 +324,6 @@ cc_test(
     srcs = [
         "filter_bank_square_root_test.cc",
     ],
-    target_compatible_with = TARGET_COMPATIBLE_WITH,
     deps = [
         "//tensorflow/lite/c:common",
         "//tensorflow/lite/micro:op_resolvers",
@@ -364,7 +348,6 @@ cc_test(
     srcs = [
         "pcan_test.cc",
     ],
-    target_compatible_with = TARGET_COMPATIBLE_WITH,
     deps = [
         ":pcan_flexbuffers_generated_data",
         "//tensorflow/lite/c:common",
diff --git a/tensorflow/lite/micro/tools/ci_build/docker_run_tflm.sh b/tensorflow/lite/micro/tools/ci_build/docker_run_tflm.sh
index 2c4c401f67a..c996e2bce1d 100755
--- a/tensorflow/lite/micro/tools/ci_build/docker_run_tflm.sh
+++ b/tensorflow/lite/micro/tools/ci_build/docker_run_tflm.sh
@@ -37,5 +37,5 @@ shift
 echo "${TFLM_BOT_TOKEN}" | docker login ghcr.io -u tflm-bot --password-stdin
 
 # Note: DOCKER_RUN_ENV is used without quotes to allow multiple flags.
-docker run ${DOCKER_RUN_ENV:-} --rm -v "$(pwd)":/opt/tflite-micro "${IMAGE}" \
+docker run ${DOCKER_RUN_ENV:-} --init --rm -v "$(pwd)":/opt/tflite-micro "${IMAGE}" \
   /bin/bash -c "cd /opt && tflite-micro/$*"