diff --git a/pyproject.toml b/pyproject.toml
index ec2d25b3c..d317bc592 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -106,7 +106,7 @@ dependencies = [
     "loguru>=0.7.3,<1",
     "openslide-bin>=4.0.0.10,<5",
     "openslide-python>=1.4.3,<2",
-    "pandas>=2.3.3,<3",
+    "pandas>=2.3.3,<4",
     "platformdirs>=4.3.2,<5",
     "procrastinate>=3.5.3",
     "fastparquet>=2025.12.0,<2026.0.0; python_version < '3.14'",
diff --git a/src/aignostics/platform/__init__.py b/src/aignostics/platform/__init__.py
index 8036b6b98..fed6900cd 100644
--- a/src/aignostics/platform/__init__.py
+++ b/src/aignostics/platform/__init__.py
@@ -112,14 +112,10 @@
     "CLIENT_ID_INTERACTIVE_STAGING",
     "CLIENT_ID_INTERACTIVE_TEST",
     "DEFAULT_CPU_PROVISIONING_MODE",
-    "DEFAULT_CPU_PROVISIONING_MODE",
     "DEFAULT_FLEX_START_MAX_RUN_DURATION_MINUTES",
     "DEFAULT_GPU_PROVISIONING_MODE",
-    "DEFAULT_GPU_PROVISIONING_MODE",
-    "DEFAULT_GPU_TYPE",
     "DEFAULT_GPU_TYPE",
     "DEFAULT_MAX_GPUS_PER_SLIDE",
-    "DEFAULT_MAX_GPUS_PER_SLIDE",
     "DEFAULT_NODE_ACQUISITION_TIMEOUT_MINUTES",
     "DEVICE_URL_DEV",
     "DEVICE_URL_PRODUCTION",
@@ -132,7 +128,6 @@
     "LIST_APPLICATION_RUNS_MAX_PAGE_SIZE",
     "LIST_APPLICATION_RUNS_MIN_PAGE_SIZE",
     "NOT_YET_IMPLEMENTED",
-    "NOT_YET_IMPLEMENTED",
     "REDIRECT_URI_DEV",
     "REDIRECT_URI_PRODUCTION",
     "REDIRECT_URI_STAGING",
@@ -167,7 +162,6 @@
     "RunOutput",
     "RunSdkMetadata",
     "RunState",
-    "RunState",
     "RunTerminationReason",
     "SchedulingMetadata",
     "Service",
diff --git a/tests/aignostics/application/cli_test.py b/tests/aignostics/application/cli_test.py
index 594518db5..412e2e8dc 100644
--- a/tests/aignostics/application/cli_test.py
+++ b/tests/aignostics/application/cli_test.py
@@ -1146,6 +1146,7 @@ def test_cli_run_execute_invalid_mapping_format(runner: CliRunner, tmp_path: Pat
             str(tmp_path),
             "--mapping",
             ".*\\.tiff:staining_method:H&E",  # Wrong: colon instead of equals
+            "--force",  # Skip health check; we're testing argument validation only
         ],
     )
     assert result.exit_code != 0
@@ -1167,6 +1168,7 @@ def test_cli_run_execute_invalid_regex_pattern(runner: CliRunner, tmp_path: Path
             str(tmp_path),
             "--mapping",
             "*.tiff:staining_method=H&E",  # Wrong: glob pattern, not regex
+            "--force",  # Skip health check; we're testing argument validation only
         ],
     )
     assert result.exit_code != 0
diff --git a/tests/aignostics/system/service_test.py b/tests/aignostics/system/service_test.py
index fe720892e..55457d5f1 100644
--- a/tests/aignostics/system/service_test.py
+++ b/tests/aignostics/system/service_test.py
@@ -101,7 +101,7 @@ def test_get_cpu_freq_info_handles_missing_cpu_freq() -> None:
     had_cpu_freq = hasattr(psutil, "cpu_freq")
     original: Any = getattr(psutil, "cpu_freq", None)
     if had_cpu_freq:
-        delattr(psutil, "cpu_freq")
+        del psutil.cpu_freq
     try:
         result = Service._get_cpu_freq_info()
     finally:
diff --git a/uv.lock b/uv.lock
index d6a516317..fe61e086d 100644
--- a/uv.lock
+++ b/uv.lock
@@ -205,7 +205,7 @@ requires-dist = [
     { name = "openslide-bin", specifier = ">=4.0.0.10,<5" },
     { name = "openslide-python", specifier = ">=1.4.3,<2" },
     { name = "packaging", specifier = ">=26,<27" },
-    { name = "pandas", specifier = ">=2.3.3,<3" },
+    { name = "pandas", specifier = ">=2.3.3,<4" },
     { name = "pillow", specifier = ">=12.2.0" },
     { name = "platformdirs", specifier = ">=4.3.2,<5" },
     { name = "platformdirs", specifier = ">=4.5.1,<5" },