diff --git a/.codegen.json b/.codegen.json
index 077d072b..4524ab55 100644
--- a/.codegen.json
+++ b/.codegen.json
@@ -11,6 +11,7 @@
     "toolchain": {
         "required": ["go"],
         "post_generate": [
+            "go test -timeout 240s -run TestConsistentDatabricksSdkVersion github.com/databricks/cli/internal/build",
             "go run ./bundle/internal/schema/*.go ./bundle/schema/jsonschema.json",
             "echo 'bundle/internal/tf/schema/\\*.go linguist-generated=true' >> ./.gitattributes",
             "echo 'go.sum linguist-generated=true' >> ./.gitattributes",
diff --git a/internal/build/sdk_consistency_test.go b/internal/build/sdk_consistency_test.go
new file mode 100644
index 00000000..37f60250
--- /dev/null
+++ b/internal/build/sdk_consistency_test.go
@@ -0,0 +1,73 @@
+package build
+
+import (
+	"encoding/json"
+	"fmt"
+	"io"
+	"net/http"
+	"os"
+	"os/exec"
+	"strings"
+	"testing"
+
+	"github.com/stretchr/testify/assert"
+	"github.com/stretchr/testify/require"
+	"golang.org/x/mod/modfile"
+)
+
+// This test ensures that the OpenAPI SHA the CLI is being generated from matches
+// the OpenAPI SHA of the Go SDK version used in the CLI. We should always upgrade
+// the Go SDK version before generating the CLI because downstream generated assets
+// like the bundle schema depend on the Go SDK itself.
+func TestConsistentDatabricksSdkVersion(t *testing.T) {
+	// Read the go.mod file
+	b, err := os.ReadFile("../../go.mod")
+	require.NoError(t, err)
+
+	// Parse the go.mod file to get the databricks-sdk version
+	modFile, err := modfile.Parse("../../go.mod", b, nil)
+	require.NoError(t, err)
+
+	modulePath := "github.com/databricks/databricks-sdk-go"
+	var version string
+	for _, r := range modFile.Require {
+		if r.Mod.Path == modulePath {
+			version = r.Mod.Version
+		}
+	}
+	require.NotEmpty(t, version)
+
+	// Full path of the package. For example: github.com/databricks/databricks-sdk-go@v0.47.1-0.20241002195128-6cecc224cbf7
+	fullPath := fmt.Sprintf("%s@%s", modulePath, version)
+
+	type goListResponse struct {
+		Origin struct {
+			Hash string
+		}
+	}
+
+	// Using the go CLI query for the git hash corresponding to the databricks-sdk-go version
+	cmd := exec.Command("go", "list", "-m", "-json", "-mod=readonly", fullPath)
+	out, err := cmd.Output()
+	require.NoError(t, err)
+	parsedOutput := new(goListResponse)
+	err = json.Unmarshal(out, parsedOutput)
+	require.NoError(t, err)
+	hash := parsedOutput.Origin.Hash
+	require.NotEmpty(t, hash)
+
+	// Read the OpenAPI SHA from the Go SDK.
+	url := fmt.Sprintf("https://raw.githubusercontent.com/databricks/databricks-sdk-go/%s/.codegen/_openapi_sha", hash)
+	resp, err := http.Get(url)
+	require.NoError(t, err)
+	defer resp.Body.Close()
+	require.Equal(t, http.StatusOK, resp.StatusCode)
+
+	sdkSha, err := io.ReadAll(resp.Body)
+	require.NoError(t, err)
+
+	cliSha, err := os.ReadFile("../../.codegen/_openapi_sha")
+	require.NoError(t, err)
+
+	assert.Equal(t, strings.TrimSpace(string(cliSha)), strings.TrimSpace(string(sdkSha)), "please update the SDK version before generating the CLI")
+}
diff --git a/internal/fs_mkdir_test.go b/internal/fs_mkdir_test.go
index dd75c7c3..9191f614 100644
--- a/internal/fs_mkdir_test.go
+++ b/internal/fs_mkdir_test.go
@@ -112,8 +112,8 @@ func TestAccFsMkdirWhenFileExistsAtPath(t *testing.T) {
 		// assert mkdir fails
 		_, _, err = RequireErrorRun(t, "fs", "mkdir", path.Join(tmpDir, "hello"))
 
-		// Different cloud providers return different errors.
-		regex := regexp.MustCompile(`(^|: )Path is a file: .*$|(^|: )Cannot create directory .* because .* is an existing file\.$|(^|: )mkdirs\(hadoopPath: .*, permission: rwxrwxrwx\): failed$`)
+		// Different cloud providers or cloud configurations return different errors.
+		regex := regexp.MustCompile(`(^|: )Path is a file: .*$|(^|: )Cannot create directory .* because .* is an existing file\.$|(^|: )mkdirs\(hadoopPath: .*, permission: rwxrwxrwx\): failed$|(^|: )"The specified path already exists.".*$`)
 		assert.Regexp(t, regex, err.Error())
 	})
 
diff --git a/internal/helpers.go b/internal/helpers.go
index 9387706b..3bf38775 100644
--- a/internal/helpers.go
+++ b/internal/helpers.go
@@ -20,6 +20,7 @@ import (
 	"time"
 
 	"github.com/databricks/cli/cmd/root"
+	"github.com/databricks/cli/internal/acc"
 	"github.com/databricks/cli/libs/flags"
 
 	"github.com/databricks/cli/cmd"
@@ -591,13 +592,10 @@ func setupWsfsExtensionsFiler(t *testing.T) (filer.Filer, string) {
 }
 
 func setupDbfsFiler(t *testing.T) (filer.Filer, string) {
-	t.Log(GetEnvOrSkipTest(t, "CLOUD_ENV"))
+	_, wt := acc.WorkspaceTest(t)
 
-	w, err := databricks.NewWorkspaceClient()
-	require.NoError(t, err)
-
-	tmpDir := TemporaryDbfsDir(t, w)
-	f, err := filer.NewDbfsClient(w, tmpDir)
+	tmpDir := TemporaryDbfsDir(t, wt.W)
+	f, err := filer.NewDbfsClient(wt.W, tmpDir)
 	require.NoError(t, err)
 
 	return f, path.Join("dbfs:/", tmpDir)
diff --git a/libs/flags/json_flag.go b/libs/flags/json_flag.go
index 0ed8be74..0324f114 100644
--- a/libs/flags/json_flag.go
+++ b/libs/flags/json_flag.go
@@ -4,6 +4,7 @@ import (
 	"encoding/json"
 	"fmt"
 	"os"
+	"reflect"
 
 	"github.com/databricks/cli/libs/diag"
 	"github.com/databricks/cli/libs/dyn/convert"
@@ -63,11 +64,24 @@ func (j *JsonFlag) Unmarshal(v any) diag.Diagnostics {
 		return diags.Extend(diag.FromErr(err))
 	}
 
-	// Finally unmarshal the normalized data to the output.
-	// It will fill in the ForceSendFields field if the struct contains it.
-	err = marshal.Unmarshal(data, v)
-	if err != nil {
-		return diags.Extend(diag.FromErr(err))
+	kind := reflect.ValueOf(v).Kind()
+	if kind == reflect.Ptr {
+		kind = reflect.ValueOf(v).Elem().Kind()
+	}
+
+	if kind == reflect.Struct {
+		// Finally unmarshal the normalized data to the output.
+		// It will fill in the ForceSendFields field if the struct contains it.
+		err = marshal.Unmarshal(data, v)
+		if err != nil {
+			return diags.Extend(diag.FromErr(err))
+		}
+	} else {
+		// If the output is not a struct, just unmarshal the data to the output.
+		err = json.Unmarshal(data, v)
+		if err != nil {
+			return diags.Extend(diag.FromErr(err))
+		}
 	}
 
 	return diags
diff --git a/libs/flags/json_flag_test.go b/libs/flags/json_flag_test.go
index 16769f4e..77530086 100644
--- a/libs/flags/json_flag_test.go
+++ b/libs/flags/json_flag_test.go
@@ -13,10 +13,6 @@ import (
 	"github.com/stretchr/testify/require"
 )
 
-type requestType struct {
-	Foo string `json:"foo"`
-}
-
 func TestJsonFlagEmpty(t *testing.T) {
 	var body JsonFlag
 
@@ -35,13 +31,13 @@ func TestJsonFlagInline(t *testing.T) {
 	err := body.Set(`{"foo": "bar"}`)
 	assert.NoError(t, err)
 
-	var request requestType
+	var request any
 	diags := body.Unmarshal(&request)
 	assert.NoError(t, diags.Error())
 	assert.Empty(t, diags)
 
 	assert.Equal(t, "JSON (14 bytes)", body.String())
-	assert.Equal(t, requestType{"bar"}, request)
+	assert.Equal(t, map[string]any{"foo": "bar"}, request)
 }
 
 func TestJsonFlagError(t *testing.T) {
@@ -50,7 +46,7 @@ func TestJsonFlagError(t *testing.T) {
 	err := body.Set(`{"foo":`)
 	assert.NoError(t, err)
 
-	var request requestType
+	var request any
 	diags := body.Unmarshal(&request)
 	assert.EqualError(t, diags.Error(), "error decoding JSON at (inline):1:8: unexpected end of JSON input")
 	assert.Equal(t, "JSON (7 bytes)", body.String())
@@ -58,7 +54,7 @@ func TestJsonFlagError(t *testing.T) {
 
 func TestJsonFlagFile(t *testing.T) {
 	var body JsonFlag
-	var request requestType
+	var request any
 
 	var fpath string
 	var payload = []byte(`{"foo": "bar"}`)
@@ -78,7 +74,7 @@ func TestJsonFlagFile(t *testing.T) {
 	assert.NoError(t, diags.Error())
 	assert.Empty(t, diags)
 
-	assert.Equal(t, requestType{"bar"}, request)
+	assert.Equal(t, map[string]any{"foo": "bar"}, request)
 }
 
 const jsonData = `