diff --git a/src/__tests__/integration/creator-list-sort-stability.integration.test.ts b/src/__tests__/integration/creator-list-sort-stability.integration.test.ts
new file mode 100644
index 0000000..ede0848
--- /dev/null
+++ b/src/__tests__/integration/creator-list-sort-stability.integration.test.ts
@@ -0,0 +1,39 @@
+import supertest from 'supertest';
+import app from '../../app';
+
+describe('Creator list stable sort with tied values', () => {
+  it('returns consistent order across repeated requests', async () => {
+    const first = await supertest(app)
+      .get('/api/v1/creators')
+      .query({ sort: 'price', order: 'asc', limit: '10' });
+
+    const second = await supertest(app)
+      .get('/api/v1/creators')
+      .query({ sort: 'price', order: 'asc', limit: '10' });
+
+    expect(first.status).toBe(200);
+    expect(second.status).toBe(200);
+
+    const firstHandles = (first.body.data || []).map((c: any) => c.handle);
+    const secondHandles = (second.body.data || []).map((c: any) => c.handle);
+
+    expect(firstHandles).toEqual(secondHandles);
+  });
+
+  it('does not duplicate creators across paginated pages', async () => {
+    const page1 = await supertest(app)
+      .get('/api/v1/creators')
+      .query({ sort: 'price', order: 'asc', limit: '2' });
+
+    const page2 = await supertest(app)
+      .get('/api/v1/creators')
+      .query({ sort: 'price', order: 'asc', limit: '2', cursor: (page1.body.meta?.nextCursor || '') });
+
+    const page1Handles = (page1.body.data || []).map((c: any) => c.handle);
+    const page2Handles = (page2.body.data || []).map((c: any) => c.handle);
+
+    const allHandles = [...page1Handles, ...page2Handles];
+    const unique = new Set(allHandles);
+    expect(unique.size).toBe(allHandles.length);
+  });
+});
diff --git a/src/utils/log-field-sanitizer.utils.ts b/src/utils/log-field-sanitizer.utils.ts
index f761579..f095407 100644
--- a/src/utils/log-field-sanitizer.utils.ts
+++ b/src/utils/log-field-sanitizer.utils.ts
@@ -101,3 +101,22 @@ export function sanitizeLogObject(obj: unknown): unknown {
 
    return obj;
 }
+
+/**
+ * Masks sensitive fields in an object by replacing their values with [REDACTED].
+ * Works recursively for nested objects. Does not mutate the original object.
+ */
+export function maskFields(obj: Record<string, unknown>, fields: string[]): Record<string, unknown> {
+  const fieldSet = new Set(fields);
+  const result: Record<string, unknown> = {};
+  for (const [key, value] of Object.entries(obj)) {
+    if (fieldSet.has(key)) {
+      result[key] = '[REDACTED]';
+    } else if (typeof value === 'object' && value !== null && !Array.isArray(value)) {
+      result[key] = maskFields(value as Record<string, unknown>, fields);
+    } else {
+      result[key] = value;
+    }
+  }
+  return result;
+}