diff --git a/.changeset/fingerprint-aggregation.md b/.changeset/fingerprint-aggregation.md
new file mode 100644
index 0000000..69e9c17
--- /dev/null
+++ b/.changeset/fingerprint-aggregation.md
@@ -0,0 +1,8 @@
+---
+"@iqai/alert-logger": patch
+---
+
+fix: improve default fingerprint aggregation to reduce alert noise
+
+- Normalize titles with the same rules used for messages (UUIDs, hex addresses, timestamps, numbers) so dynamic values in titles don't split fingerprints.
+- Reduce default `stackDepth` from 3 to 1 so the same error from different callers groups into a single aggregation stream. Users can restore the previous behavior with `fingerprint: { stackDepth: 3 }`.
diff --git a/src/core/fingerprinter.test.ts b/src/core/fingerprinter.test.ts
index a8266ec..688bb85 100644
--- a/src/core/fingerprinter.test.ts
+++ b/src/core/fingerprinter.test.ts
@@ -187,6 +187,25 @@ describe('fingerprint', () => {
       expect(a).not.toBe(b)
     })
 
+    it('groups same error from different callers with default stackDepth', () => {
+      const stackA = [
+        'Error: test',
+        '    at throwSite (/app/src/shared.ts:10:5)',
+        '    at callerA (/app/src/a.ts:20:3)',
+        '    at handlerA (/app/src/routes-a.ts:30:1)',
+      ].join('\n')
+      const stackB = [
+        'Error: test',
+        '    at throwSite (/app/src/shared.ts:10:5)',
+        '    at callerB (/app/src/b.ts:40:3)',
+        '    at handlerB (/app/src/routes-b.ts:50:1)',
+      ].join('\n')
+
+      const a = fingerprint('E', 'test', makeErrorWithStack(stackA), cfg)
+      const b = fingerprint('E', 'test', makeErrorWithStack(stackB), cfg)
+      expect(a).toBe(b)
+    })
+
     it('includes file, line, and column in stack key', () => {
       const stackA = ['Error: test', '    at fn (/app/src/index.ts:10:5)'].join('\n')
       const stackB = ['Error: test', '    at fn (/app/src/index.ts:10:99)'].join('\n')
@@ -205,10 +224,16 @@ describe('fingerprint', () => {
       expect(hash).toMatch(/^[0-9a-f]{32}$/)
     })
 
-    it('uses title as errorName when error is undefined', () => {
+    it('uses normalized title as errorName when error is undefined', () => {
       const a = fingerprint('TitleA', 'same msg', undefined, cfg)
       const b = fingerprint('TitleB', 'same msg', undefined, cfg)
       expect(a).not.toBe(b)
     })
+
+    it('normalizes dynamic parts in title when error is undefined', () => {
+      const a = fingerprint('GET /users/0xABC123DEF/positions', 'table missing', undefined, cfg)
+      const b = fingerprint('GET /users/0xDEF456ABC/positions', 'table missing', undefined, cfg)
+      expect(a).toBe(b)
+    })
   })
 })
diff --git a/src/core/fingerprinter.ts b/src/core/fingerprinter.ts
index aec4bf1..b90a100 100644
--- a/src/core/fingerprinter.ts
+++ b/src/core/fingerprinter.ts
@@ -69,9 +69,10 @@ export function fingerprint(
     return md5(dedupKey)
   }
 
+  const normalizedTitle = normalizeMessage(title, config.normalizers)
   const normalizedMessage = normalizeMessage(message, config.normalizers)
   const stackKey = extractStackKey(error, config.stackDepth)
-  const errorName = error?.name ?? title
+  const errorName = error?.name ?? normalizedTitle
 
   return md5(errorName + normalizedMessage + stackKey)
 }
diff --git a/src/core/types.ts b/src/core/types.ts
index a0df041..b3fceeb 100644
--- a/src/core/types.ts
+++ b/src/core/types.ts
@@ -139,7 +139,7 @@ export const DEFAULT_QUEUE: QueueConfig = {
 }
 
 export const DEFAULT_FINGERPRINT: FingerprintConfig = {
-  stackDepth: 3,
+  stackDepth: 1,
   normalizers: [],
 }