Merge main into eu-ai-act-article5-policy-template

Resolved conflicts:
- patterns.json: added allow_word_numbers field to eu_vat and eu_passport_generic
- test_eu_patterns.py: added test_pattern_requires_keyword_context test
- test_gdpr_policy_e2e.py: updated VAT test comment, added two new contextual guard tests, removed unused HTTPException import

litellm/integrations/custom_guardrail.py

@@ -26,6 +26,7 @@ from litellm.types.utils import (
     CallTypes,
     GenericGuardrailAPIInputs,
     GuardrailStatus,
+    GuardrailTracingDetail,
     LLMResponseTypes,
     StandardLoggingGuardrailInformation,
 )
@@ -520,9 +521,15 @@ class CustomGuardrail(CustomLogger):
         masked_entity_count: Optional[Dict[str, int]] = None,
         guardrail_provider: Optional[str] = None,
         event_type: Optional[GuardrailEventHooks] = None,
+        tracing_detail: Optional[GuardrailTracingDetail] = None,
     ) -> None:
         """
         Builds `StandardLoggingGuardrailInformation` and adds it to the request metadata so it can be used for logging to DataDog, Langfuse, etc.
+
+        Args:
+            tracing_detail: Optional typed dict with provider-specific tracing fields
+                (guardrail_id, policy_template, detection_method, confidence_score,
+                classification, match_details, patterns_checked, alert_recipients).
         """
         if isinstance(guardrail_json_response, Exception):
             guardrail_json_response = str(guardrail_json_response)
@@ -559,6 +566,7 @@ class CustomGuardrail(CustomLogger):
             end_time=end_time,
             duration=duration,
             masked_entity_count=masked_entity_count,
+            **(tracing_detail or {}),
         )
 
         def _append_guardrail_info(container: dict) -> None:

litellm/model_prices_and_context_window_backup.json

@@ -1083,7 +1083,7 @@
         "supports_vision": true,
         "tool_use_system_prompt_tokens": 346
     },
-    "apac.anthropic.claude-opus-4-6-v1": {
+    "au.anthropic.claude-opus-4-6-v1": {
         "cache_creation_input_token_cost": 6.875e-06,
         "cache_creation_input_token_cost_above_200k_tokens": 1.375e-05,
         "cache_read_input_token_cost": 5.5e-07,

litellm/proxy/guardrails/guardrail_hooks/litellm_content_filter/__init__.py

@@ -33,6 +33,8 @@ def initialize_guardrail(
 
     content_filter_guardrail = ContentFilterGuardrail(
         guardrail_name=guardrail_name,
+        guardrail_id=guardrail.get("guardrail_id"),
+        policy_template=guardrail.get("policy_template"),
         patterns=litellm_params.patterns,
         blocked_words=litellm_params.blocked_words,
         blocked_words_file=litellm_params.blocked_words_file,

litellm/proxy/guardrails/guardrail_hooks/litellm_content_filter/content_filter.py

@@ -31,7 +31,7 @@ from litellm import Router
 from litellm._logging import verbose_proxy_logger
 from litellm.integrations.custom_guardrail import CustomGuardrail
 from litellm.proxy._types import UserAPIKeyAuth
-from litellm.types.utils import ModelResponseStream
+from litellm.types.utils import GuardrailTracingDetail, ModelResponseStream
 
 if TYPE_CHECKING:
     from litellm.litellm_core_utils.litellm_logging import Logging as LiteLLMLoggingObj
@@ -133,6 +133,8 @@ class ContentFilterGuardrail(CustomGuardrail):
     def __init__(
         self,
         guardrail_name: Optional[str] = None,
+        guardrail_id: Optional[str] = None,
+        policy_template: Optional[str] = None,
         patterns: Optional[List[ContentFilterPattern]] = None,
         blocked_words: Optional[List[BlockedWord]] = None,
         blocked_words_file: Optional[str] = None,
@@ -177,6 +179,8 @@ class ContentFilterGuardrail(CustomGuardrail):
         )
 
         self.guardrail_provider = "litellm_content_filter"
+        self.config_guardrail_id = guardrail_id
+        self.config_policy_template = policy_template
         self.pattern_redaction_format = (
             pattern_redaction_format or self.PATTERN_REDACTION_FORMAT
         )
@@ -1352,6 +1356,48 @@ class ContentFilterGuardrail(CustomGuardrail):
                         masked_entity_count.get(category, 0) + 1
                     )
 
+    def _build_match_details(
+        self, detections: List[ContentFilterDetection]
+    ) -> List[dict]:
+        """Build match_details list from content filter detections."""
+        match_details: List[dict] = []
+        for detection in detections:
+            detail: dict = {"type": detection["type"], "action_taken": detection["action"]}
+            if detection["type"] == "pattern":
+                detail["detection_method"] = "regex"
+                detail["snippet"] = cast(PatternDetection, detection).get("pattern_name", "")
+            elif detection["type"] == "blocked_word":
+                detail["detection_method"] = "keyword"
+                detail["snippet"] = cast(BlockedWordDetection, detection).get("keyword", "")
+            elif detection["type"] == "category_keyword":
+                detail["detection_method"] = "keyword"
+                cat_det = cast(CategoryKeywordDetection, detection)
+                detail["snippet"] = cat_det.get("keyword", "")
+                detail["category"] = cat_det.get("category", "")
+            match_details.append(detail)
+        return match_details
+
+    def _get_detection_methods(self, detections: List[ContentFilterDetection]) -> str:
+        """Get comma-separated detection methods used."""
+        methods: set = set()
+        for detection in detections:
+            if detection["type"] == "pattern":
+                methods.add("regex")
+            else:
+                methods.add("keyword")
+        return ",".join(sorted(methods)) if methods else ""
+
+    def _get_patterns_checked_count(self) -> int:
+        """Get total number of patterns and keywords that were evaluated."""
+        return len(self.compiled_patterns) + len(self.blocked_words) + len(self.category_keywords)
+
+    def _get_policy_templates(self) -> Optional[str]:
+        """Get comma-separated policy template names from loaded categories."""
+        if not self.loaded_categories:
+            return None
+        names = [cat.description or cat.category_name for cat in self.loaded_categories.values()]
+        return ", ".join(names) if names else None
+
     def _log_guardrail_information(
         self,
         request_data: dict,
@@ -1392,6 +1438,13 @@ class ContentFilterGuardrail(CustomGuardrail):
             end_time=datetime.now().timestamp(),
             duration=(datetime.now() - start_time).total_seconds(),
             masked_entity_count=masked_entity_count,
+            tracing_detail=GuardrailTracingDetail(
+                guardrail_id=self.config_guardrail_id or self.guardrail_name,
+                policy_template=self.config_policy_template or self._get_policy_templates(),
+                detection_method=self._get_detection_methods(detections) if detections else None,
+                match_details=self._build_match_details(detections) if detections else None,
+                patterns_checked=self._get_patterns_checked_count(),
+            ),
         )
 
     async def apply_guardrail(

litellm/proxy/guardrails/guardrail_hooks/litellm_content_filter/patterns.json

@@ -425,7 +425,8 @@
       "pattern": "\\b(AT|BE|BG|CY|CZ|DE|DK|EE|EL|ES|FI|FR|HR|HU|IE|IT|LT|LU|LV|MT|NL|PL|PT|RO|SE|SI|SK)[0-9A-Z]{8,12}\\b",
       "category": "EU PII Patterns",
       "description": "Detects EU VAT identification numbers (2-letter country code + 8-12 alphanumeric characters covering all EU member states)",
-      "keyword_pattern": "\\b(?:VAT|V\\.A\\.T\\.|TVA|IVA|BTW|MWST|value\\s*added\\s*tax|tax\\s*number|tax\\s*id|fiscal\\s*number|fiscal\\s*code)\\b"
+      "keyword_pattern": "\\b(?:VAT|V\\.A\\.T\\.|TVA|IVA|BTW|MWST|value\\s*added\\s*tax|tax\\s*number|tax\\s*id|fiscal\\s*number|fiscal\\s*code)\\b",
+      "allow_word_numbers": false
     },
     {
       "name": "eu_passport_generic",
@@ -433,7 +434,8 @@
       "pattern": "\\b[0-9]{2}[A-Z]{2}[0-9]{5}\\b",
       "category": "EU PII Patterns",
       "description": "Detects generic EU passport format (2 digits + 2 letters + 5 digits) - covers France and similar EU formats",
-      "keyword_pattern": "\\b(?:passport|passeport|travel\\s*document|document\\s*number|reisepass|paspoort|paszport)\\b"
+      "keyword_pattern": "\\b(?:passport|passeport|travel\\s*document|document\\s*number|reisepass|paspoort|paszport)\\b",
+      "allow_word_numbers": false
     },
     {
       "name": "fr_postal_code",

litellm/types/guardrails.py

@@ -731,6 +731,7 @@ class Guardrail(TypedDict, total=False):
     guardrail_name: Required[str]
     litellm_params: Required[LitellmParams]
     guardrail_info: Optional[Dict]
+    policy_template: Optional[str]
     created_at: Optional[datetime]
     updated_at: Optional[datetime]
 

litellm/types/utils.py

@@ -2620,6 +2620,48 @@ class StandardLoggingGuardrailInformation(TypedDict, total=False):
     }
     """
 
+    guardrail_id: Optional[str]
+    """Unique identifier for the guardrail configuration, e.g. 'gd-eu-pii-001'"""
+
+    policy_template: Optional[str]
+    """Name of the policy template this guardrail belongs to, e.g. 'EU AI Act Article 5'"""
+
+    detection_method: Optional[str]
+    """How detection was performed: 'regex', 'keyword', 'llm-judge', 'presidio', etc."""
+
+    confidence_score: Optional[float]
+    """For LLM-judge guardrails: confidence score 0.0-1.0"""
+
+    classification: Optional[dict]
+    """For LLM-judge guardrails: structured classification output"""
+
+    match_details: Optional[List[dict]]
+    """Detailed match information for each detected pattern"""
+
+    patterns_checked: Optional[int]
+    """Total number of patterns evaluated by this guardrail"""
+
+    alert_recipients: Optional[List[str]]
+    """Email addresses that were notified"""
+
+
+class GuardrailTracingDetail(TypedDict, total=False):
+    """
+    Typed fields for guardrail tracing metadata.
+
+    Passed to add_standard_logging_guardrail_information_to_request_data()
+    to enrich the StandardLoggingGuardrailInformation with provider-specific details.
+    """
+
+    guardrail_id: Optional[str]
+    policy_template: Optional[str]
+    detection_method: Optional[str]
+    confidence_score: Optional[float]
+    classification: Optional[dict]
+    match_details: Optional[List[dict]]
+    patterns_checked: Optional[int]
+    alert_recipients: Optional[List[str]]
+
 
 StandardLoggingPayloadStatus = Literal["success", "failure"]
 

model_prices_and_context_window.json

@@ -1083,7 +1083,7 @@
         "supports_vision": true,
         "tool_use_system_prompt_tokens": 346
     },
-    "apac.anthropic.claude-opus-4-6-v1": {
+    "au.anthropic.claude-opus-4-6-v1": {
         "cache_creation_input_token_cost": 6.875e-06,
         "cache_creation_input_token_cost_above_200k_tokens": 1.375e-05,
         "cache_read_input_token_cost": 5.5e-07,

tests/test_litellm/integrations/test_custom_guardrail.py

@@ -4,6 +4,7 @@ import pytest
 
 from litellm.integrations.custom_guardrail import CustomGuardrail
 from litellm.proxy._types import CallTypes, UserAPIKeyAuth
+from litellm.types.utils import GuardrailTracingDetail
 
 
 class TestCustomGuardrailDeploymentHook:
@@ -723,3 +724,99 @@ class TestEventTypeLogging:
         logged_info = request_data["metadata"]["standard_logging_guardrail_information"]
         assert len(logged_info) == 1
         assert logged_info[0]["guardrail_mode"] == GuardrailEventHooks.pre_call
+
+
+class TestTracingFieldsPopulation:
+    """Verify add_standard_logging_guardrail_information_to_request_data passes tracing_detail fields."""
+
+    def test_new_fields_set_on_slg(self):
+        cg = CustomGuardrail(guardrail_name="test-rail")
+        request_data = {"metadata": {}}
+        cg.add_standard_logging_guardrail_information_to_request_data(
+            guardrail_json_response={"result": "ok"},
+            request_data=request_data,
+            guardrail_status="success",
+            tracing_detail=GuardrailTracingDetail(
+                guardrail_id="rail-123",
+                policy_template="EU AI Act Article 5",
+                detection_method="regex",
+                confidence_score=0.95,
+                match_details=[{"type": "pattern", "action_taken": "BLOCK"}],
+                patterns_checked=12,
+                alert_recipients=["admin@example.com"],
+            ),
+        )
+        slg_list = request_data["metadata"]["standard_logging_guardrail_information"]
+        assert len(slg_list) == 1
+        slg = slg_list[0]
+        assert slg["guardrail_id"] == "rail-123"
+        assert slg["policy_template"] == "EU AI Act Article 5"
+        assert slg["detection_method"] == "regex"
+        assert slg["confidence_score"] == 0.95
+        assert slg["patterns_checked"] == 12
+        assert slg["alert_recipients"] == ["admin@example.com"]
+        assert len(slg["match_details"]) == 1
+
+    def test_new_fields_default_to_absent(self):
+        """When tracing_detail is not passed, new fields are absent from the SLG dict."""
+        cg = CustomGuardrail(guardrail_name="test-rail")
+        request_data = {"metadata": {}}
+        cg.add_standard_logging_guardrail_information_to_request_data(
+            guardrail_json_response="ok",
+            request_data=request_data,
+            guardrail_status="success",
+        )
+        slg = request_data["metadata"]["standard_logging_guardrail_information"][0]
+        assert slg.get("guardrail_id") is None
+        assert slg.get("policy_template") is None
+        assert slg.get("confidence_score") is None
+
+    def test_multiple_guardrails_with_different_policies(self):
+        """One request, multiple guardrails each with own policy_template."""
+        cg1 = CustomGuardrail(guardrail_name="rail-1")
+        cg2 = CustomGuardrail(guardrail_name="rail-2")
+        request_data = {"metadata": {}}
+
+        cg1.add_standard_logging_guardrail_information_to_request_data(
+            guardrail_json_response="ok",
+            request_data=request_data,
+            guardrail_status="success",
+            tracing_detail=GuardrailTracingDetail(policy_template="GDPR"),
+        )
+        cg2.add_standard_logging_guardrail_information_to_request_data(
+            guardrail_json_response="blocked",
+            request_data=request_data,
+            guardrail_status="guardrail_intervened",
+            tracing_detail=GuardrailTracingDetail(policy_template="EU AI Act Article 5"),
+        )
+
+        slg_list = request_data["metadata"]["standard_logging_guardrail_information"]
+        assert len(slg_list) == 2
+        assert slg_list[0]["policy_template"] == "GDPR"
+        assert slg_list[1]["policy_template"] == "EU AI Act Article 5"
+
+    def test_classification_field_passed_through(self):
+        """Classification dict for LLM-judge guardrails is passed through."""
+        cg = CustomGuardrail(guardrail_name="judge-rail")
+        request_data = {"metadata": {}}
+        classification = {
+            "flagged": True,
+            "category": "workplace_emotion_recognition",
+            "article_reference": "Article 5(1)(f)",
+            "confidence": 0.94,
+            "reason": "Request asks to analyze employee sentiment",
+        }
+        cg.add_standard_logging_guardrail_information_to_request_data(
+            guardrail_json_response="blocked",
+            request_data=request_data,
+            guardrail_status="guardrail_intervened",
+            tracing_detail=GuardrailTracingDetail(
+                classification=classification,
+                detection_method="llm-judge",
+                confidence_score=0.94,
+            ),
+        )
+        slg = request_data["metadata"]["standard_logging_guardrail_information"][0]
+        assert slg["classification"] == classification
+        assert slg["detection_method"] == "llm-judge"
+        assert slg["confidence_score"] == 0.94

tests/test_litellm/proxy/guardrails/guardrail_hooks/content_filter/test_content_filter.py

@@ -23,6 +23,9 @@ from litellm.types.guardrails import (
     ContentFilterPattern,
     GuardrailEventHooks,
 )
+from litellm.types.proxy.guardrails.guardrail_hooks.litellm_content_filter import (
+    ContentFilterCategoryConfig,
+)
 
 
 class TestContentFilterGuardrail:
@@ -1842,3 +1845,212 @@ class TestContentFilterGuardrail:
         )
         # Should pass - 'Indian' in sentence 1, 'lazy' in sentence 2
         assert len(result["texts"]) == 1
+
+
+class TestTracingFieldsE2E:
+    """E2E tests for new tracing fields (guardrail_id, policy_template, detection_method, match_details, patterns_checked)."""
+
+    @pytest.mark.asyncio
+    async def test_tracing_fields_populated_on_mask_detection(self):
+        """New tracing fields are populated in SpendLog metadata when content is masked."""
+        patterns = [
+            ContentFilterPattern(
+                pattern_type="prebuilt",
+                pattern_name="email",
+                action=ContentFilterAction.MASK,
+            ),
+        ]
+        blocked_words = [
+            BlockedWord(
+                keyword="secret",
+                action=ContentFilterAction.MASK,
+                description="Secret keyword",
+            ),
+        ]
+
+        guardrail = ContentFilterGuardrail(
+            guardrail_name="tracing-test",
+            guardrail_id="gd-tracing-001",
+            policy_template="Test Policy Template",
+            patterns=patterns,
+            blocked_words=blocked_words,
+        )
+
+        request_data = {
+            "messages": [{"role": "user", "content": "Test"}],
+            "model": "gpt-4o",
+            "metadata": {},
+        }
+
+        await guardrail.apply_guardrail(
+            inputs={"texts": ["Email me at user@test.com, it's a secret"]},
+            request_data=request_data,
+            input_type="request",
+        )
+
+        slg_list = request_data["metadata"]["standard_logging_guardrail_information"]
+        assert len(slg_list) == 1
+        slg = slg_list[0]
+
+        # New tracing fields
+        assert slg["guardrail_id"] == "gd-tracing-001"
+        assert slg["policy_template"] == "Test Policy Template"
+        assert slg["detection_method"] == "keyword,regex"
+        assert slg["patterns_checked"] >= 2  # at least 1 pattern + 1 keyword
+
+        # match_details
+        assert isinstance(slg["match_details"], list)
+        assert len(slg["match_details"]) >= 2
+        methods = {d["detection_method"] for d in slg["match_details"]}
+        assert "regex" in methods
+        assert "keyword" in methods
+
+    @pytest.mark.asyncio
+    async def test_tracing_fields_fallback_when_no_config_id(self):
+        """guardrail_id falls back to guardrail_name when config id not provided."""
+        patterns = [
+            ContentFilterPattern(
+                pattern_type="prebuilt",
+                pattern_name="us_ssn",
+                action=ContentFilterAction.MASK,
+            ),
+        ]
+
+        guardrail = ContentFilterGuardrail(
+            guardrail_name="fallback-test",
+            patterns=patterns,
+        )
+
+        request_data = {
+            "messages": [{"role": "user", "content": "Test"}],
+            "model": "gpt-4o",
+            "metadata": {},
+        }
+
+        await guardrail.apply_guardrail(
+            inputs={"texts": ["SSN: 123-45-6789"]},
+            request_data=request_data,
+            input_type="request",
+        )
+
+        slg = request_data["metadata"]["standard_logging_guardrail_information"][0]
+        assert slg["guardrail_id"] == "fallback-test"
+        assert slg.get("policy_template") is None  # no categories loaded
+        assert slg["detection_method"] == "regex"
+        assert slg["patterns_checked"] >= 1
+
+    @pytest.mark.asyncio
+    async def test_tracing_fields_with_category_keywords(self):
+        """Tracing fields populated correctly when category keywords trigger detections."""
+        categories = [
+            ContentFilterCategoryConfig(
+                category="harm_toxic_abuse",
+                enabled=True,
+                action=ContentFilterAction.MASK,
+            ),
+        ]
+
+        guardrail = ContentFilterGuardrail(
+            guardrail_name="category-tracing",
+            guardrail_id="gd-cat-001",
+            categories=categories,
+        )
+
+        request_data = {
+            "messages": [{"role": "user", "content": "Test"}],
+            "model": "gpt-4o",
+            "metadata": {},
+        }
+
+        # Use a word from the harm_toxic_abuse category
+        await guardrail.apply_guardrail(
+            inputs={"texts": ["You are an idiot and stupid"]},
+            request_data=request_data,
+            input_type="request",
+        )
+
+        slg = request_data["metadata"]["standard_logging_guardrail_information"][0]
+        assert slg["guardrail_id"] == "gd-cat-001"
+        assert slg["patterns_checked"] >= 1  # category keywords counted
+
+        if slg.get("match_details"):
+            # If detections happened, verify category info
+            cat_matches = [d for d in slg["match_details"] if d.get("category")]
+            for m in cat_matches:
+                assert m["detection_method"] == "keyword"
+
+    @pytest.mark.asyncio
+    async def test_tracing_fields_on_blocked_request(self):
+        """Tracing fields populated even when request is blocked."""
+        patterns = [
+            ContentFilterPattern(
+                pattern_type="prebuilt",
+                pattern_name="us_ssn",
+                action=ContentFilterAction.BLOCK,
+            ),
+        ]
+
+        guardrail = ContentFilterGuardrail(
+            guardrail_name="block-tracing",
+            guardrail_id="gd-block-001",
+            policy_template="SSN Protection",
+            patterns=patterns,
+        )
+
+        request_data = {
+            "messages": [{"role": "user", "content": "Test"}],
+            "model": "gpt-4o",
+            "metadata": {},
+        }
+
+        with pytest.raises(HTTPException):
+            await guardrail.apply_guardrail(
+                inputs={"texts": ["SSN: 123-45-6789"]},
+                request_data=request_data,
+                input_type="request",
+            )
+
+        slg = request_data["metadata"]["standard_logging_guardrail_information"][0]
+        assert slg["guardrail_id"] == "gd-block-001"
+        assert slg["policy_template"] == "SSN Protection"
+        assert slg["guardrail_status"] == "guardrail_intervened"
+        assert slg["patterns_checked"] >= 1
+
+    @pytest.mark.asyncio
+    async def test_tracing_fields_no_detections(self):
+        """When no detections occur, tracing fields still populated with metadata."""
+        patterns = [
+            ContentFilterPattern(
+                pattern_type="prebuilt",
+                pattern_name="email",
+                action=ContentFilterAction.MASK,
+            ),
+        ]
+
+        guardrail = ContentFilterGuardrail(
+            guardrail_name="clean-tracing",
+            guardrail_id="gd-clean-001",
+            policy_template="Email Protection",
+            patterns=patterns,
+        )
+
+        request_data = {
+            "messages": [{"role": "user", "content": "Test"}],
+            "model": "gpt-4o",
+            "metadata": {},
+        }
+
+        await guardrail.apply_guardrail(
+            inputs={"texts": ["Hello world, no sensitive content here"]},
+            request_data=request_data,
+            input_type="request",
+        )
+
+        slg = request_data["metadata"]["standard_logging_guardrail_information"][0]
+        assert slg["guardrail_id"] == "gd-clean-001"
+        assert slg["policy_template"] == "Email Protection"
+        assert slg["guardrail_status"] == "success"
+        assert slg["patterns_checked"] >= 1
+        # No detections, so these should be None
+        assert slg.get("detection_method") is None
+        assert slg.get("match_details") is None

tests/test_litellm/proxy/guardrails/guardrail_hooks/content_filter/test_eu_patterns.py

@@ -57,6 +57,20 @@ class TestEUVAT:
         assert pattern.search("DE123456789") is not None
         assert pattern.search("IT12345678901") is not None
 
+    def test_pattern_requires_keyword_context(self):
+        """
+        NOTE: The eu_vat raw pattern CAN match common words like DEPARTMENT (DE+PARTMENT).
+        This is why the pattern REQUIRES keyword_pattern in production use.
+        The ContentFilterGuardrail enforces keyword context, preventing false positives.
+        This test documents the raw pattern's broad matching behavior.
+        """
+        pattern = get_compiled_pattern("eu_vat")
+        # These WILL match the raw pattern (by design - pattern is broad)
+        assert pattern.search("DEPARTMENT") is not None  # DE + PARTMENT
+        assert pattern.search("ITALY12345678") is not None  # IT + digits
+
+        # But in production, keyword_pattern guard prevents these false positives
+
 
 class TestEUPassportGeneric:
     """Test generic EU passport detection"""

tests/test_litellm/proxy/guardrails/guardrail_hooks/content_filter/test_gdpr_policy_e2e.py

@@ -10,8 +10,6 @@ import pytest
 
 sys.path.insert(0, os.path.abspath("../../"))
 
-from fastapi import HTTPException
-
 from litellm.proxy.guardrails.guardrail_hooks.litellm_content_filter.content_filter import (
     ContentFilterGuardrail,
 )
@@ -138,11 +136,12 @@ class TestGDPRPolicyE2E:
     @pytest.mark.asyncio
     async def test_eu_vat_masked(self):
         """
-        Test 4 - SHOULD MASK: EU VAT number is detected and masked
+        Test 4 - SHOULD MASK: EU VAT number with keyword context is detected and masked
         """
         guardrail = self.setup_gdpr_guardrail()
 
-        text = "Company VAT number is FR12345678901"
+        # Include VAT keyword for contextual matching (max 1 word gap)
+        text = "Company VAT number: FR12345678901"
         guardrailed_inputs = await guardrail.apply_guardrail(
             inputs={"texts": [text]},
             request_data={},
@@ -250,3 +249,45 @@ class TestGDPRPolicyE2E:
         assert "jean@example.com" not in result
         assert "+33612345678" not in result
         assert "192057512345678" not in result
+
+    @pytest.mark.asyncio
+    async def test_vat_number_without_keyword_context_passes(self):
+        """
+        Test 10 - SHOULD NOT MASK: VAT-like pattern without keyword context
+        Contextual keyword guard prevents false positives
+        """
+        guardrail = self.setup_gdpr_guardrail()
+
+        # Text with VAT-like format but no VAT keyword context
+        text = "Product code FR12345678 for the shipment"
+        guardrailed_inputs = await guardrail.apply_guardrail(
+            inputs={"texts": [text]},
+            request_data={},
+            input_type="request",
+        )
+        result = guardrailed_inputs.get("texts", [])[0]
+
+        # Should not mask without VAT keyword context
+        assert "FR12345678" in result
+        assert "REDACTED" not in result
+
+    @pytest.mark.asyncio
+    async def test_passport_number_without_keyword_context_passes(self):
+        """
+        Test 11 - SHOULD NOT MASK: Passport-like pattern without keyword context
+        Contextual keyword guard prevents false positives
+        """
+        guardrail = self.setup_gdpr_guardrail()
+
+        # Text with passport-like format but no passport keyword context
+        text = "Reference number 12AB34567 for your order"
+        guardrailed_inputs = await guardrail.apply_guardrail(
+            inputs={"texts": [text]},
+            request_data={},
+            input_type="request",
+        )
+        result = guardrailed_inputs.get("texts", [])[0]
+
+        # Should not mask without passport keyword context
+        assert "12AB34567" in result
+        assert "REDACTED" not in result

tests/test_litellm/test_claude_opus_4_6_config.py

@@ -8,6 +8,43 @@ import os
 import litellm
 
 
+def test_opus_4_6_australia_region_uses_au_prefix_not_apac():
+    """
+    Test that Australia region uses 'au.' prefix instead of incorrect 'apac.' prefix.
+
+    AWS Bedrock cross-region inference uses specific regional prefixes:
+    - 'us.' for United States
+    - 'eu.' for Europe
+    - 'au.' for Australia (ap-southeast-2)
+    - 'apac.' for Asia-Pacific (Singapore, ap-southeast-1)
+
+    This test ensures the Claude Opus 4.6 model correctly uses 'au.' for Australia,
+    and that 'apac.' is NOT incorrectly used for Australia region.
+
+    Related: The 'apac.' prefix is valid for Asia-Pacific (Singapore) region models,
+    but should not be used for Australia which has its own 'au.' prefix.
+    """
+    json_path = os.path.join(os.path.dirname(__file__), "../../model_prices_and_context_window.json")
+    with open(json_path) as f:
+        model_data = json.load(f)
+
+    # Verify au.anthropic.claude-opus-4-6-v1 exists (correct)
+    assert "au.anthropic.claude-opus-4-6-v1" in model_data, \
+        "Missing Australia region model: au.anthropic.claude-opus-4-6-v1"
+
+    # Verify apac.anthropic.claude-opus-4-6-v1 does NOT exist (incorrect)
+    assert "apac.anthropic.claude-opus-4-6-v1" not in model_data, \
+        "Incorrect model entry exists: apac.anthropic.claude-opus-4-6-v1 should be au.anthropic.claude-opus-4-6-v1"
+
+    # Verify the au. model is registered in bedrock_converse_models
+    assert "au.anthropic.claude-opus-4-6-v1" in litellm.bedrock_converse_models, \
+        "au.anthropic.claude-opus-4-6-v1 not registered in bedrock_converse_models"
+
+    # Verify apac. is NOT registered for this model
+    assert "apac.anthropic.claude-opus-4-6-v1" not in litellm.bedrock_converse_models, \
+        "apac.anthropic.claude-opus-4-6-v1 should not be in bedrock_converse_models"
+
+
 def test_opus_4_6_model_pricing_and_capabilities():
     json_path = os.path.join(os.path.dirname(__file__), "../../model_prices_and_context_window.json")
     with open(json_path) as f:
@@ -112,17 +149,7 @@ def test_opus_4_6_bedrock_regional_model_pricing():
             "cache_creation_input_token_cost_above_200k_tokens": 1.375e-05,
             "cache_read_input_token_cost_above_200k_tokens": 1.1e-06,
         },
-        "apac.anthropic.claude-opus-4-6-v1": {
-            "input_cost_per_token": 5.5e-06,
-            "output_cost_per_token": 2.75e-05,
-            "cache_creation_input_token_cost": 6.875e-06,
-            "cache_read_input_token_cost": 5.5e-07,
-            "input_cost_per_token_above_200k_tokens": 1.1e-05,
-            "output_cost_per_token_above_200k_tokens": 4.125e-05,
-            "cache_creation_input_token_cost_above_200k_tokens": 1.375e-05,
-            "cache_read_input_token_cost_above_200k_tokens": 1.1e-06,
-        },
-        "apac.anthropic.claude-opus-4-6-v1": {
+        "au.anthropic.claude-opus-4-6-v1": {
             "input_cost_per_token": 5.5e-06,
             "output_cost_per_token": 2.75e-05,
             "cache_creation_input_token_cost": 6.875e-06,
@@ -180,4 +207,4 @@ def test_opus_4_6_bedrock_converse_registration():
     assert "global.anthropic.claude-opus-4-6-v1" in litellm.bedrock_converse_models
     assert "us.anthropic.claude-opus-4-6-v1" in litellm.bedrock_converse_models
     assert "eu.anthropic.claude-opus-4-6-v1" in litellm.bedrock_converse_models
-    assert "apac.anthropic.claude-opus-4-6-v1" in litellm.bedrock_converse_models
+    assert "au.anthropic.claude-opus-4-6-v1" in litellm.bedrock_converse_models

ui/litellm-dashboard/package-lock.json

@@ -90,7 +90,6 @@
       "version": "5.2.0",
       "resolved": "https://registry.npmjs.org/@alloc/quick-lru/-/quick-lru-5.2.0.tgz",
       "integrity": "sha512-UrcABB+4bUrFABwbluTIBErXwvbsU/V7TZWfmbgJfbkwiBuziS9gxdODUyuiecfdGQ85jglMW6juS3+z5TsKLw==",
-      "dev": true,
       "license": "MIT",
       "engines": {
         "node": ">=10"
@@ -1769,9 +1768,9 @@
       }
     },
     "node_modules/@isaacs/brace-expansion": {
-      "version": "5.0.0",
-      "resolved": "https://registry.npmjs.org/@isaacs/brace-expansion/-/brace-expansion-5.0.0.tgz",
-      "integrity": "sha512-ZT55BDLV0yv0RBm2czMiZ+SqCGO7AvmOM3G/w2xhVPH+te0aKgFjmBvGlL1dH+ql2tgGO3MVrbb3jCKyvpgnxA==",
+      "version": "5.0.1",
+      "resolved": "https://registry.npmjs.org/@isaacs/brace-expansion/-/brace-expansion-5.0.1.tgz",
+      "integrity": "sha512-WMz71T1JS624nWj2n2fnYAuPovhv7EUhk69R6i9dsVyzxt5eM3bjwvgk9L+APE1TRscGysAVMANkB0jh0LQZrQ==",
       "dev": true,
       "license": "MIT",
       "dependencies": {
@@ -1795,7 +1794,6 @@
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       "resolved": "https://registry.npmjs.org/@jridgewell/gen-mapping/-/gen-mapping-0.3.13.tgz",
       "integrity": "sha512-2kkt/7niJ6MgEPxF0bYdQ6etZaA+fQvDcLKckhy1yIQOzaoKjBBjSj63/aLVjYE3qhRt5dvM+uUyfCg6UKCBbA==",
-      "dev": true,
       "license": "MIT",
       "dependencies": {
         "@jridgewell/sourcemap-codec": "^1.5.0",
@@ -1806,7 +1804,6 @@
       "version": "3.1.2",
       "resolved": "https://registry.npmjs.org/@jridgewell/resolve-uri/-/resolve-uri-3.1.2.tgz",
       "integrity": "sha512-bRISgCIjP20/tbWSPWMEi54QVPRZExkuD9lJL+UIxUKtwVJA8wW1Trb1jMs1RFXo1CBTNZ/5hpC9QvmKWdopKw==",
-      "dev": true,
       "license": "MIT",
       "engines": {
         "node": ">=6.0.0"
@@ -1816,14 +1813,12 @@
       "version": "1.5.5",
       "resolved": "https://registry.npmjs.org/@jridgewell/sourcemap-codec/-/sourcemap-codec-1.5.5.tgz",
       "integrity": "sha512-cYQ9310grqxueWbl+WuIUIaiUaDcj7WOq5fVhEljNVgRfOUhY9fy2zTvfoqWsnebh8Sl70VScFbICvJnLKB0Og==",
-      "dev": true,
       "license": "MIT"
     },
     "node_modules/@jridgewell/trace-mapping": {
       "version": "0.3.31",
       "resolved": "https://registry.npmjs.org/@jridgewell/trace-mapping/-/trace-mapping-0.3.31.tgz",
       "integrity": "sha512-zzNR+SdQSDJzc8joaeP8QQoCQr8NuYx2dIIytl1QeBEZHJ9uW6hebsrYgbz8hJwUQao3TWCMtmfV8Nu1twOLAw==",
-      "dev": true,
       "license": "MIT",
       "dependencies": {
         "@jridgewell/resolve-uri": "^3.1.0",
@@ -2001,7 +1996,6 @@
       "version": "2.1.5",
       "resolved": "https://registry.npmjs.org/@nodelib/fs.scandir/-/fs.scandir-2.1.5.tgz",
       "integrity": "sha512-vq24Bq3ym5HEQm2NKCr3yXDwjc7vTsEThRDnkp2DK9p1uqLR+DHurm/NOTo0KG7HYHU7eppKZj3MyqYuMBf62g==",
-      "dev": true,
       "license": "MIT",
       "dependencies": {
         "@nodelib/fs.stat": "2.0.5",
@@ -2015,7 +2009,6 @@
       "version": "2.0.5",
       "resolved": "https://registry.npmjs.org/@nodelib/fs.stat/-/fs.stat-2.0.5.tgz",
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-      "dev": true,
       "license": "MIT",
       "engines": {
         "node": ">= 8"
@@ -2025,7 +2018,6 @@
       "version": "1.2.8",
       "resolved": "https://registry.npmjs.org/@nodelib/fs.walk/-/fs.walk-1.2.8.tgz",
       "integrity": "sha512-oGB+UxlgWcgQkgwo8GcEGwemoTFt3FIO9ababBmaGwXIoBKZ+GTy0pP185beGg7Llih/NSHSV2XAs1lnznocSg==",
-      "dev": true,
       "license": "MIT",
       "dependencies": {
         "@nodelib/fs.scandir": "2.1.5",
@@ -2349,7 +2341,7 @@
       "version": "1.58.1",
       "resolved": "https://registry.npmjs.org/@playwright/test/-/test-1.58.1.tgz",
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-      "dev": true,
+      "devOptional": true,
       "license": "Apache-2.0",
       "dependencies": {
         "playwright": "1.58.1"
@@ -3454,14 +3446,12 @@
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       "resolved": "https://registry.npmjs.org/@types/prop-types/-/prop-types-15.7.15.tgz",
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-      "dev": true,
       "license": "MIT"
     },
     "node_modules/@types/react": {
       "version": "18.2.48",
       "resolved": "https://registry.npmjs.org/@types/react/-/react-18.2.48.tgz",
       "integrity": "sha512-qboRCl6Ie70DQQG9hhNREz81jqC1cs9EVNcjQ1AU+jH6NFfSAhVVbrrY/+nSF+Bsk4AOwm9Qa61InvMCyV+H3w==",
-      "dev": true,
       "license": "MIT",
       "dependencies": {
         "@types/prop-types": "*",
@@ -3503,7 +3493,6 @@
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       "resolved": "https://registry.npmjs.org/@types/scheduler/-/scheduler-0.26.0.tgz",
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-      "dev": true,
       "license": "MIT"
     },
     "node_modules/@types/unist": {
@@ -4390,14 +4379,12 @@
       "version": "1.3.0",
       "resolved": "https://registry.npmjs.org/any-promise/-/any-promise-1.3.0.tgz",
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-      "dev": true,
       "license": "MIT"
     },
     "node_modules/anymatch": {
       "version": "3.1.3",
       "resolved": "https://registry.npmjs.org/anymatch/-/anymatch-3.1.3.tgz",
       "integrity": "sha512-KMReFUr0B4t+D+OBkjR3KYqvocp2XaSzO55UcB6mgQMd3KbcE+mWTyvVV7D/zsdEbNnV6acZUutkiHQXvTr1Rw==",
-      "dev": true,
       "license": "ISC",
       "dependencies": {
         "normalize-path": "^3.0.0",
@@ -4407,11 +4394,22 @@
         "node": ">= 8"
       }
     },
+    "node_modules/anymatch/node_modules/picomatch": {
+      "version": "2.3.1",
+      "resolved": "https://registry.npmjs.org/picomatch/-/picomatch-2.3.1.tgz",
+      "integrity": "sha512-JU3teHTNjmE2VCGFzuY8EXzCDVwEqB2a8fsIvwaStHhAWJEeVd1o1QD80CU6+ZdEXXSLbSsuLwJjkCBWqRQUVA==",
+      "license": "MIT",
+      "engines": {
+        "node": ">=8.6"
+      },
+      "funding": {
+        "url": "https://github.com/sponsors/jonschlinkert"
+      }
+    },
     "node_modules/arg": {
       "version": "5.0.2",
       "resolved": "https://registry.npmjs.org/arg/-/arg-5.0.2.tgz",
       "integrity": "sha512-PYjyFOLKQ9y57JvQ6QLo8dAgNqswh8M1RMJYdQduT6xbWSgK36P/Z/v+p888pM69jMMfS8Xd8F6I1kQ/I9HUGg==",
-      "dev": true,
       "license": "MIT"
     },
     "node_modules/argparse": {
@@ -4780,7 +4778,6 @@
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       "resolved": "https://registry.npmjs.org/binary-extensions/-/binary-extensions-2.3.0.tgz",
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-      "dev": true,
       "license": "MIT",
       "engines": {
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@@ -4804,7 +4801,6 @@
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       "resolved": "https://registry.npmjs.org/braces/-/braces-3.0.3.tgz",
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-      "dev": true,
       "license": "MIT",
       "dependencies": {
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@@ -4920,7 +4916,6 @@
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       "resolved": "https://registry.npmjs.org/camelcase-css/-/camelcase-css-2.0.1.tgz",
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-      "dev": true,
       "license": "MIT",
       "engines": {
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@@ -5044,7 +5039,6 @@
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       "resolved": "https://registry.npmjs.org/chokidar/-/chokidar-3.6.0.tgz",
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-      "dev": true,
       "license": "MIT",
       "dependencies": {
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@@ -5069,7 +5063,6 @@
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       "resolved": "https://registry.npmjs.org/glob-parent/-/glob-parent-5.1.2.tgz",
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-      "dev": true,
       "license": "ISC",
       "dependencies": {
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@@ -5145,7 +5138,6 @@
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-      "dev": true,
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@@ -5213,7 +5205,6 @@
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-      "dev": true,
       "license": "MIT",
       "bin": {
         "cssesc": "bin/cssesc"
@@ -5627,14 +5618,12 @@
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-      "dev": true,
       "license": "Apache-2.0"
     },
     "node_modules/dlv": {
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-      "dev": true,
       "license": "MIT"
     },
     "node_modules/doctrine": {
@@ -6548,7 +6537,6 @@
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-      "dev": true,
       "license": "ISC",
       "dependencies": {
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@@ -6581,7 +6569,6 @@
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-      "dev": true,
       "license": "MIT",
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@@ -6619,7 +6606,6 @@
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-      "dev": true,
       "license": "MIT",
       "dependencies": {
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@@ -6780,7 +6766,6 @@
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-      "dev": true,
       "hasInstallScript": true,
       "license": "MIT",
       "optional": true,
@@ -6931,7 +6916,6 @@
       "version": "6.0.2",
       "resolved": "https://registry.npmjs.org/glob-parent/-/glob-parent-6.0.2.tgz",
       "integrity": "sha512-XxwI8EOhVQgWp6iDL+3b0r86f4d6AX6zSU55HfB4ydCEuXLXc5FcYeOu+nnGftS4TEju/11rt4KJPTMgbfmv4A==",
-      "dev": true,
       "license": "ISC",
       "dependencies": {
         "is-glob": "^4.0.3"
@@ -7445,7 +7429,6 @@
       "version": "2.1.0",
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-      "dev": true,
       "license": "MIT",
       "dependencies": {
         "binary-extensions": "^2.0.0"
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       "resolved": "https://registry.npmjs.org/tinyglobby/-/tinyglobby-0.2.15.tgz",
       "integrity": "sha512-j2Zq4NyQYG5XMST4cbs02Ak8iJUdxRM0XI5QyxXuZOzKOINmWurp3smXu3y5wDcJrptwpSjgXHzIQxR0omXljQ==",
-      "dev": true,
       "license": "MIT",
       "dependencies": {
         "fdir": "^6.5.0",
@@ -12129,19 +12096,6 @@
         "url": "https://github.com/sponsors/SuperchupuDev"
       }
     },
-    "node_modules/tinyglobby/node_modules/picomatch": {
-      "version": "4.0.3",
-      "resolved": "https://registry.npmjs.org/picomatch/-/picomatch-4.0.3.tgz",
-      "integrity": "sha512-5gTmgEY/sqK6gFXLIsQNH19lWb4ebPDLA4SdLP7dsWkIXHWlG66oPuVvXSGFPppYZz8ZDZq0dYYrbHfBCVUb1Q==",
-      "dev": true,
-      "license": "MIT",
-      "engines": {
-        "node": ">=12"
-      },
-      "funding": {
-        "url": "https://github.com/sponsors/jonschlinkert"
-      }
-    },
     "node_modules/tinypool": {
       "version": "1.1.1",
       "resolved": "https://registry.npmjs.org/tinypool/-/tinypool-1.1.1.tgz",
@@ -12196,7 +12150,6 @@
       "version": "5.0.1",
       "resolved": "https://registry.npmjs.org/to-regex-range/-/to-regex-range-5.0.1.tgz",
       "integrity": "sha512-65P7iz6X5yEr1cwcgvQxbbIw7Uk3gOy5dIdtZ4rDveLqhrdJP+Li/Hx6tyK0NEb+2GCyneCMJiGqrADCSNk8sQ==",
-      "dev": true,
       "license": "MIT",
       "dependencies": {
         "is-number": "^7.0.0"
@@ -12284,7 +12237,6 @@
       "version": "0.1.13",
       "resolved": "https://registry.npmjs.org/ts-interface-checker/-/ts-interface-checker-0.1.13.tgz",
       "integrity": "sha512-Y/arvbn+rrz3JCKl9C4kVNfTfSm2/mEp5FSz5EsZSANGPSlQrpRI5M4PKF+mJnE52jOO90PnPSc3Ur3bTQw0gA==",
-      "dev": true,
       "license": "Apache-2.0"
     },
     "node_modules/tsconfig-paths": {
@@ -12401,7 +12353,7 @@
       "version": "5.3.3",
       "resolved": "https://registry.npmjs.org/typescript/-/typescript-5.3.3.tgz",
       "integrity": "sha512-pXWcraxM0uxAS+tN0AG/BF2TyqmHO014Z070UsJ+pFvYuRSq8KH8DmWpnbXe0pEPDHXZV3FcAbJkijJ5oNEnWw==",
-      "dev": true,
+      "devOptional": true,
       "license": "Apache-2.0",
       "bin": {
         "tsc": "bin/tsc",
@@ -12603,7 +12555,6 @@
       "version": "1.0.2",
       "resolved": "https://registry.npmjs.org/util-deprecate/-/util-deprecate-1.0.2.tgz",
       "integrity": "sha512-EPD5q1uXyFxJpCrLnCc1nHnq3gOa6DZBocAIiI2TaSCA7VCJ1UJDMagCzIkXNsUYfD1daK//LTEQ8xiIbrHtcw==",
-      "dev": true,
       "license": "MIT"
     },
     "node_modules/uuid": {
@@ -12782,19 +12733,6 @@
         "node": "^8.16.0 || ^10.6.0 || >=11.0.0"
       }
     },
-    "node_modules/vite/node_modules/picomatch": {
-      "version": "4.0.3",
-      "resolved": "https://registry.npmjs.org/picomatch/-/picomatch-4.0.3.tgz",
-      "integrity": "sha512-5gTmgEY/sqK6gFXLIsQNH19lWb4ebPDLA4SdLP7dsWkIXHWlG66oPuVvXSGFPppYZz8ZDZq0dYYrbHfBCVUb1Q==",
-      "dev": true,
-      "license": "MIT",
-      "engines": {
-        "node": ">=12"
-      },
-      "funding": {
-        "url": "https://github.com/sponsors/jonschlinkert"
-      }
-    },
     "node_modules/vitest": {
       "version": "3.2.4",
       "resolved": "https://registry.npmjs.org/vitest/-/vitest-3.2.4.tgz",
@@ -12868,19 +12806,6 @@
         }
       }
     },
-    "node_modules/vitest/node_modules/picomatch": {
-      "version": "4.0.3",
-      "resolved": "https://registry.npmjs.org/picomatch/-/picomatch-4.0.3.tgz",
-      "integrity": "sha512-5gTmgEY/sqK6gFXLIsQNH19lWb4ebPDLA4SdLP7dsWkIXHWlG66oPuVvXSGFPppYZz8ZDZq0dYYrbHfBCVUb1Q==",
-      "dev": true,
-      "license": "MIT",
-      "engines": {
-        "node": ">=12"
-      },
-      "funding": {
-        "url": "https://github.com/sponsors/jonschlinkert"
-      }
-    },
     "node_modules/w3c-xmlserializer": {
       "version": "5.0.0",
       "resolved": "https://registry.npmjs.org/w3c-xmlserializer/-/w3c-xmlserializer-5.0.0.tgz",
@@ -13083,7 +13008,7 @@
       "version": "8.19.0",
       "resolved": "https://registry.npmjs.org/ws/-/ws-8.19.0.tgz",
       "integrity": "sha512-blAT2mjOEIi0ZzruJfIhb3nps74PRWTCz1IjglWEEpQl5XS/UNama6u2/rjFkDDouqr4L67ry+1aGIALViWjDg==",
-      "dev": true,
+      "devOptional": true,
       "license": "MIT",
       "engines": {
         "node": ">=10.0.0"
@@ -13141,11 +13066,12 @@
       }
     },
     "node_modules/zod": {
-      "version": "4.3.6",
-      "resolved": "https://registry.npmjs.org/zod/-/zod-4.3.6.tgz",
-      "integrity": "sha512-rftlrkhHZOcjDwkGlnUtZZkvaPHCsDATp4pGpuOOMDaTdDDXF91wuVDJoWoPsKX/3YPQ5fHuF3STjcYyKr+Qhg==",
-      "dev": true,
+      "version": "3.25.76",
+      "resolved": "https://registry.npmjs.org/zod/-/zod-3.25.76.tgz",
+      "integrity": "sha512-gzUt/qt81nXsFGKIFcC3YnfEAx5NkunCfnDlvuBSSFS02bcXu4Lmea0AFIUwbLWxWPx3d9p8S5QoaujKcNQxcQ==",
       "license": "MIT",
+      "optional": true,
+      "peer": true,
       "funding": {
         "url": "https://github.com/sponsors/colinhacks"
       }
@@ -13159,21 +13085,6 @@
         "type": "github",
         "url": "https://github.com/sponsors/wooorm"
       }
-    },
-    "node_modules/@next/swc-win32-ia32-msvc": {
-      "version": "14.2.33",
-      "resolved": "https://registry.npmjs.org/@next/swc-win32-ia32-msvc/-/swc-win32-ia32-msvc-14.2.33.tgz",
-      "integrity": "sha512-pc9LpGNKhJ0dXQhZ5QMmYxtARwwmWLpeocFmVG5Z0DzWq5Uf0izcI8tLc+qOpqxO1PWqZ5A7J1blrUIKrIFc7Q==",
-      "cpu": [
-        "ia32"
-      ],
-      "optional": true,
-      "os": [
-        "win32"
-      ],
-      "engines": {
-        "node": ">= 10"
-      }
     }
   }
 }

ui/litellm-dashboard/src/components/playground/chat_ui/AdditionalModelSettings.test.tsx

@@ -1,4 +1,4 @@
-import { render, screen, waitFor } from "@testing-library/react";
+import { act, render, screen, waitFor } from "@testing-library/react";
 import userEvent from "@testing-library/user-event";
 import { describe, expect, it, vi } from "vitest";
 import AdditionalModelSettings from "./AdditionalModelSettings";
@@ -47,4 +47,55 @@ describe("AdditionalModelSettings", () => {
     expect(temperatureSlider).not.toBeDisabled();
     expect(maxTokensSlider).not.toBeDisabled();
   });
+
+  it("should not show Simulate failure to test fallbacks when onMockTestFallbacksChange is not provided", () => {
+    render(<AdditionalModelSettings />);
+    expect(screen.queryByText(/Simulate failure to test fallbacks/i)).not.toBeInTheDocument();
+  });
+
+  it("should show and toggle Simulate failure to test fallbacks when callback is provided", async () => {
+    const user = userEvent.setup();
+    const onMockTestFallbacksChange = vi.fn();
+    let currentValue = false;
+    const handleChange = (value: boolean) => {
+      currentValue = value;
+      onMockTestFallbacksChange(value);
+    };
+
+    const { rerender } = render(
+      <AdditionalModelSettings
+        mockTestFallbacks={currentValue}
+        onMockTestFallbacksChange={handleChange}
+      />,
+    );
+
+    const fallbacksCheckbox = screen.getByRole("checkbox", {
+      name: /Simulate failure to test fallbacks/i,
+    });
+    expect(fallbacksCheckbox).toBeInTheDocument();
+    expect(fallbacksCheckbox).not.toBeChecked();
+
+    await act(async () => {
+      await user.click(fallbacksCheckbox);
+    });
+
+    await waitFor(() => {
+      expect(onMockTestFallbacksChange).toHaveBeenCalledWith(true);
+    });
+
+    rerender(
+      <AdditionalModelSettings
+        mockTestFallbacks={currentValue}
+        onMockTestFallbacksChange={handleChange}
+      />,
+    );
+
+    await act(async () => {
+      await user.click(screen.getByRole("checkbox", { name: /Simulate failure to test fallbacks/i }));
+    });
+
+    await waitFor(() => {
+      expect(onMockTestFallbacksChange).toHaveBeenCalledWith(false);
+    });
+  });
 });

ui/litellm-dashboard/src/components/playground/chat_ui/AdditionalModelSettings.tsx

@@ -1,6 +1,6 @@
 import { InfoCircleOutlined } from "@ant-design/icons";
 import { Text } from "@tremor/react";
-import { Checkbox, InputNumber, Slider, Tooltip } from "antd";
+import { Checkbox, InputNumber, Popover, Slider, Tooltip, Typography } from "antd";
 import React, { useEffect, useState } from "react";
 
 interface AdditionalModelSettingsProps {
@@ -10,6 +10,8 @@ interface AdditionalModelSettingsProps {
   onTemperatureChange?: (value: number) => void;
   onMaxTokensChange?: (value: number) => void;
   onUseAdvancedParamsChange?: (value: boolean) => void;
+  mockTestFallbacks?: boolean;
+  onMockTestFallbacksChange?: (value: boolean) => void;
 }
 
 const AdditionalModelSettings: React.FC<AdditionalModelSettingsProps> = ({
@@ -19,6 +21,8 @@ const AdditionalModelSettings: React.FC<AdditionalModelSettingsProps> = ({
   onTemperatureChange,
   onMaxTokensChange,
   onUseAdvancedParamsChange,
+  mockTestFallbacks,
+  onMockTestFallbacksChange,
 }) => {
   const [internalUseAdvancedParams, setInternalUseAdvancedParams] = useState(false);
   const useAdvancedParams =
@@ -64,6 +68,45 @@ const AdditionalModelSettings: React.FC<AdditionalModelSettingsProps> = ({
         <span className="font-medium">Use Advanced Parameters</span>
       </Checkbox>
 
+      {onMockTestFallbacksChange && (
+        <div className="flex items-center gap-1">
+          <Checkbox
+            checked={mockTestFallbacks ?? false}
+            onChange={(e) => onMockTestFallbacksChange(e.target.checked)}
+          >
+            <span className="font-medium">Simulate failure to test fallbacks</span>
+          </Checkbox>
+          <Popover
+            trigger="hover"
+            placement="right"
+            content={
+              <div style={{ maxWidth: 340 }}>
+                <Typography.Paragraph className="text-sm" style={{ marginBottom: 8 }}>
+                  Causes the first request to fail so the router tries fallbacks (if configured). Use
+                  this to verify your fallback setup.
+                </Typography.Paragraph>
+                <Typography.Paragraph className="text-sm" style={{ marginBottom: 0 }}>
+                  Behavior can differ when keys, teams, or router settings are configured.{" "}
+                  <a
+                    href="https://docs.litellm.ai/docs/proxy/keys_teams_router_settings"
+                    target="_blank"
+                    rel="noopener noreferrer"
+                    className="text-blue-600 hover:text-blue-800"
+                  >
+                    Learn more
+                  </a>
+                </Typography.Paragraph>
+              </div>
+            }
+          >
+            <InfoCircleOutlined
+              className="text-xs text-gray-400 cursor-pointer shrink-0 hover:text-gray-600"
+              aria-label="Help: Simulate failure to test fallbacks"
+            />
+          </Popover>
+        </div>
+      )}
+
       <div className="space-y-4 transition-opacity duration-200" style={{ opacity: disabledOpacity }}>
         <div>
           <div className="flex items-center justify-between mb-2">

ui/litellm-dashboard/src/components/playground/chat_ui/ChatUI.test.tsx

@@ -271,6 +271,70 @@ describe("ChatUI", () => {
     });
   });
 
+  it("should show Simulate failure to test fallbacks in Model Settings when chat endpoint is selected", async () => {
+    render(
+      <ChatUI
+        accessToken="1234567890"
+        token="1234567890"
+        userRole="user"
+        userID="1234567890"
+        disabledPersonalKeyCreation={false}
+      />,
+    );
+
+    await waitFor(() => {
+      expect(screen.getByText("Test Key")).toBeInTheDocument();
+    });
+
+    // Model Settings button only appears when a chat model is selected; select "Model 1" first
+    const selectModelLabel = screen.getByText("Select Model");
+    const modelSelectContainer = selectModelLabel.closest("div");
+    const modelSelect = modelSelectContainer?.querySelector(".ant-select-selector");
+    expect(modelSelect).toBeTruthy();
+
+    await act(async () => {
+      fireEvent.mouseDown(modelSelect!);
+    });
+
+    await waitFor(() => {
+      expect(screen.getAllByText("Model 1").length).toBeGreaterThan(0);
+    });
+
+    // Ant Design Select options may not have role="option"; click the dropdown option by text
+    const model1Options = screen.getAllByText("Model 1");
+    await act(async () => {
+      fireEvent.click(model1Options[model1Options.length - 1]);
+    });
+
+    await waitFor(() => {
+      const modelSettingsButton = screen.getByTestId("model-settings-button");
+      expect(modelSettingsButton).toBeInTheDocument();
+    });
+
+    const modelSettingsButton = screen.getByTestId("model-settings-button");
+    await act(async () => {
+      fireEvent.click(modelSettingsButton);
+    });
+
+    await waitFor(() => {
+      expect(screen.getByText("Model Settings")).toBeInTheDocument();
+      expect(screen.getByText(/Simulate failure to test fallbacks/i)).toBeInTheDocument();
+    });
+
+    const fallbacksCheckbox = screen.getByRole("checkbox", {
+      name: /Simulate failure to test fallbacks/i,
+    });
+    expect(fallbacksCheckbox).not.toBeChecked();
+
+    await act(async () => {
+      fireEvent.click(fallbacksCheckbox);
+    });
+
+    await waitFor(() => {
+      expect(screen.getByRole("checkbox", { name: /Simulate failure to test fallbacks/i })).toBeChecked();
+    });
+  });
+
   it("should show Fill button and populate customProxyBaseUrl when proxySettings.LITELLM_UI_API_DOC_BASE_URL is provided", async () => {
     const testProxyUrl = "http://localhost:5000";
 

ui/litellm-dashboard/src/components/playground/chat_ui/ChatUI.tsx

@@ -229,6 +229,7 @@ const ChatUI: React.FC<ChatUIProps> = ({
   const [temperature, setTemperature] = useState<number>(1.0);
   const [maxTokens, setMaxTokens] = useState<number>(2048);
   const [useAdvancedParams, setUseAdvancedParams] = useState<boolean>(false);
+  const [mockTestFallbacks, setMockTestFallbacks] = useState<boolean>(false);
 
   // Code Interpreter state (using custom hook)
   const codeInterpreter = useCodeInterpreter();
@@ -982,6 +983,7 @@ const ChatUI: React.FC<ChatUIProps> = ({
             mcpServers,
             mcpServerToolRestrictions,
             handleMCPEvent,
+            mockTestFallbacks,
           );
         } else if (endpointType === EndpointType.IMAGE) {
           // For image generation
@@ -1401,6 +1403,8 @@ const ChatUI: React.FC<ChatUIProps> = ({
                             onTemperatureChange={setTemperature}
                             onMaxTokensChange={setMaxTokens}
                             onUseAdvancedParamsChange={setUseAdvancedParams}
+                            mockTestFallbacks={mockTestFallbacks}
+                            onMockTestFallbacksChange={setMockTestFallbacks}
                           />
                         }
                         title="Model Settings"
@@ -1412,6 +1416,8 @@ const ChatUI: React.FC<ChatUIProps> = ({
                           size="small"
                           icon={<SettingOutlined />}
                           className="text-gray-500 hover:text-gray-700"
+                          aria-label="Model Settings"
+                          data-testid="model-settings-button"
                         />
                       </Popover>
                     ) : (
@@ -2390,7 +2396,7 @@ const ChatUI: React.FC<ChatUIProps> = ({
       </Card>
       <Modal
         title="Generated Code"
-        visible={isGetCodeModalVisible}
+        open={isGetCodeModalVisible}
         onCancel={() => setIsGetCodeModalVisible(false)}
         footer={null}
         width={800}

ui/litellm-dashboard/src/components/playground/llm_calls/chat_completion.test.tsx

@@ -190,4 +190,70 @@ describe("chat_completion", () => {
     expect(secondTool.require_approval).toBe("never");
     expect(secondTool.allowed_tools).toEqual(["toolC"]);
   });
+
+  it("should include mock_testing_fallbacks in request body when mockTestFallbacks is true", async () => {
+    await makeOpenAIChatCompletionRequest(
+      mockChatHistory,
+      mockUpdateUI,
+      "gpt-4",
+      "test-token",
+      undefined, // tags
+      undefined, // signal
+      undefined, // onReasoningContent
+      undefined, // onTimingData
+      undefined, // onUsageData
+      undefined, // traceId
+      undefined, // vector_store_ids
+      undefined, // guardrails
+      undefined, // policies
+      undefined, // selectedMCPServers
+      undefined, // onImageGenerated
+      undefined, // onSearchResults
+      undefined, // temperature
+      undefined, // max_tokens
+      undefined, // onTotalLatency
+      undefined, // customBaseUrl
+      undefined, // mcpServers
+      undefined, // mcpServerToolRestrictions
+      undefined, // onMCPEvent
+      true, // mockTestFallbacks
+    );
+
+    expect(mockCreate).toHaveBeenCalledTimes(1);
+    const callArgs = mockCreate.mock.calls[0][0];
+    expect(callArgs.mock_testing_fallbacks).toBe(true);
+  });
+
+  it("should not include mock_testing_fallbacks in request body when mockTestFallbacks is false or undefined", async () => {
+    await makeOpenAIChatCompletionRequest(
+      mockChatHistory,
+      mockUpdateUI,
+      "gpt-4",
+      "test-token",
+      undefined, // tags
+      undefined, // signal
+      undefined, // onReasoningContent
+      undefined, // onTimingData
+      undefined, // onUsageData
+      undefined, // traceId
+      undefined, // vector_store_ids
+      undefined, // guardrails
+      undefined, // policies
+      undefined, // selectedMCPServers
+      undefined, // onImageGenerated
+      undefined, // onSearchResults
+      undefined, // temperature
+      undefined, // max_tokens
+      undefined, // onTotalLatency
+      undefined, // customBaseUrl
+      undefined, // mcpServers
+      undefined, // mcpServerToolRestrictions
+      undefined, // onMCPEvent
+      false, // mockTestFallbacks
+    );
+
+    expect(mockCreate).toHaveBeenCalledTimes(1);
+    const callArgs = mockCreate.mock.calls[0][0];
+    expect(callArgs).not.toHaveProperty("mock_testing_fallbacks");
+  });
 });

ui/litellm-dashboard/src/components/playground/llm_calls/chat_completion.tsx

@@ -30,6 +30,7 @@ export async function makeOpenAIChatCompletionRequest(
   mcpServers?: MCPServer[],
   mcpServerToolRestrictions?: Record<string, string[]>,
   onMCPEvent?: (event: MCPEvent) => void,
+  mockTestFallbacks?: boolean,
 ) {
   // base url should be the current base_url
   const isLocal = process.env.NODE_ENV === "development";
@@ -115,6 +116,7 @@ export async function makeOpenAIChatCompletionRequest(
         ...(tools.length > 0 ? { tools, tool_choice: "auto" } : {}),
         ...(temperature !== undefined ? { temperature } : {}),
         ...(max_tokens !== undefined ? { max_tokens } : {}),
+        ...(mockTestFallbacks ? { mock_testing_fallbacks: true } : {}),
       },
       { signal },
     );

ui/litellm-dashboard/src/components/view_logs/GuardrailViewer/GuardrailViewer.tsx

@@ -24,6 +24,15 @@ interface MaskedEntityCount {
   [key: string]: number;
 }
 
+interface MatchDetail {
+  type: string;
+  detection_method?: string;
+  action_taken?: string;
+  snippet?: string;
+  category?: string;
+  position?: number;
+}
+
 interface GuardrailInformation {
   duration: number;
   end_time: number;
@@ -33,7 +42,15 @@ interface GuardrailInformation {
   guardrail_status: string;
   guardrail_response: GuardrailEntity[] | BedrockGuardrailResponse | any;
   masked_entity_count: MaskedEntityCount;
-  guardrail_provider?: string; // "presidio" | "bedrock" | "litellm_content_filter" | other providers
+  guardrail_provider?: string;
+  guardrail_id?: string;
+  policy_template?: string;
+  detection_method?: string;
+  confidence_score?: number;
+  classification?: Record<string, any>;
+  match_details?: MatchDetail[];
+  patterns_checked?: number;
+  alert_recipients?: string[];
 }
 
 interface GuardrailViewerProps {
@@ -87,6 +104,179 @@ const GenericGuardrailResponse = ({ response }: { response: any }) => {
   );
 };
 
+const PolicyDetectionRow = ({ entry }: { entry: GuardrailInformation }) => {
+  const hasData = entry.policy_template || entry.detection_method || entry.confidence_score != null || entry.patterns_checked != null;
+  if (!hasData) return null;
+
+  return (
+    <div className="mt-4 pt-4 border-t">
+      <div className="flex flex-wrap gap-4">
+        {entry.policy_template && (
+          <div className="flex items-center gap-2">
+            <span className="font-medium text-sm">Policy:</span>
+            <span className="px-2 py-1 bg-purple-50 text-purple-700 rounded-md text-xs font-medium">
+              {entry.policy_template}
+            </span>
+          </div>
+        )}
+        {entry.detection_method && (
+          <div className="flex items-center gap-2">
+            <span className="font-medium text-sm">Detection:</span>
+            {entry.detection_method.split(",").map((method) => (
+              <span key={method} className="px-2 py-1 bg-slate-100 text-slate-700 rounded-md text-xs font-medium">
+                {method.trim()}
+              </span>
+            ))}
+          </div>
+        )}
+        {entry.confidence_score != null && (
+          <div className="flex items-center gap-2">
+            <span className="font-medium text-sm">Confidence:</span>
+            <span className={`px-2 py-1 rounded-md text-xs font-medium ${
+              entry.confidence_score >= 0.8 ? "bg-red-100 text-red-800" :
+              entry.confidence_score >= 0.5 ? "bg-amber-100 text-amber-800" :
+              "bg-green-100 text-green-800"
+            }`}>
+              {(entry.confidence_score * 100).toFixed(0)}%
+            </span>
+          </div>
+        )}
+        {entry.patterns_checked != null && (
+          <div className="flex items-center gap-2">
+            <span className="font-medium text-sm">Patterns checked:</span>
+            <span className="text-sm text-gray-600">{entry.patterns_checked}</span>
+          </div>
+        )}
+      </div>
+    </div>
+  );
+};
+
+const MatchDetailsTable = ({ matchDetails }: { matchDetails: MatchDetail[] }) => {
+  if (!matchDetails || matchDetails.length === 0) return null;
+
+  return (
+    <div className="mt-4 pt-4 border-t">
+      <h5 className="font-medium mb-2">Match Details ({matchDetails.length})</h5>
+      <div className="overflow-x-auto">
+        <table className="w-full text-sm">
+          <thead>
+            <tr className="border-b text-left text-gray-500">
+              <th className="pb-2 pr-4">Type</th>
+              <th className="pb-2 pr-4">Method</th>
+              <th className="pb-2 pr-4">Action</th>
+              <th className="pb-2">Detail</th>
+            </tr>
+          </thead>
+          <tbody>
+            {matchDetails.map((match, idx) => (
+              <tr key={idx} className="border-b border-gray-100">
+                <td className="py-2 pr-4">{match.type}</td>
+                <td className="py-2 pr-4">
+                  <span className="px-2 py-0.5 bg-slate-100 text-slate-700 rounded text-xs">
+                    {match.detection_method ?? "-"}
+                  </span>
+                </td>
+                <td className="py-2 pr-4">
+                  <span className={`px-2 py-0.5 rounded text-xs font-medium ${
+                    match.action_taken === "BLOCK" ? "bg-red-100 text-red-800" : "bg-blue-50 text-blue-700"
+                  }`}>
+                    {match.action_taken ?? "-"}
+                  </span>
+                </td>
+                <td className="py-2 font-mono text-xs text-gray-600 break-all">
+                  {match.category ? `[${match.category}] ` : ""}{match.snippet ?? "-"}
+                </td>
+              </tr>
+            ))}
+          </tbody>
+        </table>
+      </div>
+    </div>
+  );
+};
+
+const ClassificationDetails = ({ classification }: { classification: Record<string, any> }) => {
+  if (!classification) return null;
+
+  return (
+    <div className="mt-4 pt-4 border-t">
+      <h5 className="font-medium mb-2">Classification</h5>
+      <div className="space-y-2 bg-gray-50 rounded-lg p-3">
+        {classification.category && (
+          <div className="flex">
+            <span className="font-medium w-1/3 text-sm">Category:</span>
+            <span className="text-sm">{classification.category}</span>
+          </div>
+        )}
+        {classification.article_reference && (
+          <div className="flex">
+            <span className="font-medium w-1/3 text-sm">Reference:</span>
+            <span className="text-sm font-mono">{classification.article_reference}</span>
+          </div>
+        )}
+        {classification.confidence != null && (
+          <div className="flex">
+            <span className="font-medium w-1/3 text-sm">Confidence:</span>
+            <span className="text-sm">{(classification.confidence * 100).toFixed(0)}%</span>
+          </div>
+        )}
+        {classification.reason && (
+          <div className="flex">
+            <span className="font-medium w-1/3 text-sm">Reason:</span>
+            <span className="text-sm">{classification.reason}</span>
+          </div>
+        )}
+      </div>
+    </div>
+  );
+};
+
+const ExecutionTimeline = ({ entries }: { entries: GuardrailInformation[] }) => {
+  if (entries.length <= 1) return null;
+
+  const sorted = [...entries].sort((a, b) => (a.start_time ?? 0) - (b.start_time ?? 0));
+
+  return (
+    <div className="mb-4">
+      <h5 className="font-medium mb-3">Execution Timeline</h5>
+      <div className="relative pl-4 border-l-2 border-gray-200 space-y-3">
+        {sorted.map((e, idx) => {
+          const isSuccess = (e.guardrail_status ?? "").toLowerCase() === "success";
+          return (
+            <div key={idx} className="relative">
+              <div
+                className={`absolute -left-[calc(1rem+5px)] w-2.5 h-2.5 rounded-full mt-1.5 ${
+                  isSuccess ? "bg-green-500" : "bg-red-500"
+                }`}
+              />
+              <div className="flex items-center gap-2 flex-wrap">
+                <span className="font-mono text-xs text-gray-500">
+                  {e.duration?.toFixed(3)}s
+                </span>
+                <span className="text-sm font-medium">{e.guardrail_name}</span>
+                <span className="px-1.5 py-0.5 bg-gray-100 text-gray-600 rounded text-xs">
+                  {e.guardrail_mode}
+                </span>
+                <span className={`px-1.5 py-0.5 rounded text-xs font-medium ${
+                  isSuccess ? "bg-green-100 text-green-800" : "bg-red-100 text-red-800"
+                }`}>
+                  {e.guardrail_status}
+                </span>
+                {e.policy_template && (
+                  <span className="px-1.5 py-0.5 bg-purple-50 text-purple-700 rounded text-xs">
+                    {e.policy_template}
+                  </span>
+                )}
+              </div>
+            </div>
+          );
+        })}
+      </div>
+    </div>
+  );
+};
+
 const GuardrailDetails = ({ entry, index, total }: GuardrailDetailsProps) => {
   const guardrailProvider = entry.guardrail_provider ?? "presidio";
   const statusLabel = entry.guardrail_status ?? "unknown";
@@ -127,6 +317,12 @@ const GuardrailDetails = ({ entry, index, total }: GuardrailDetailsProps) => {
             <span className="font-medium w-1/3">Guardrail Name:</span>
             <span className="font-mono break-words">{entry.guardrail_name}</span>
           </div>
+          {entry.guardrail_id && entry.guardrail_id !== entry.guardrail_name && (
+            <div className="flex">
+              <span className="font-medium w-1/3">Guardrail ID:</span>
+              <span className="font-mono break-words text-gray-600">{entry.guardrail_id}</span>
+            </div>
+          )}
           <div className="flex">
             <span className="font-medium w-1/3">Mode:</span>
             <span className="font-mono break-words">{entry.guardrail_mode}</span>
@@ -161,6 +357,17 @@ const GuardrailDetails = ({ entry, index, total }: GuardrailDetailsProps) => {
         </div>
       </div>
 
+      {/* Policy, detection method, confidence, patterns checked */}
+      <PolicyDetectionRow entry={entry} />
+
+      {/* Classification details (LLM-judge) */}
+      {entry.classification && <ClassificationDetails classification={entry.classification} />}
+
+      {/* Match details table */}
+      {entry.match_details && entry.match_details.length > 0 && (
+        <MatchDetailsTable matchDetails={entry.match_details} />
+      )}
+
       {totalMaskedEntities > 0 && (
         <div className="mt-4 pt-4 border-t">
           <h5 className="font-medium mb-2">Masked Entity Summary</h5>
@@ -222,6 +429,10 @@ const GuardrailViewer = ({ data }: GuardrailViewerProps) => {
     );
   }, 0);
 
+  const policyTemplates = Array.from(
+    new Set(guardrailEntries.map((e) => e.policy_template).filter(Boolean))
+  );
+
   const tooltipTitle = allSucceeded ? null : "Guardrail failed to run.";
 
   if (guardrailEntries.length === 0) {
@@ -237,7 +448,7 @@ const GuardrailViewer = ({ data }: GuardrailViewerProps) => {
           {
             key: "1",
             label: (
-              <div className="flex items-center gap-2">
+              <div className="flex items-center gap-2 flex-wrap">
                 <h3 className="text-lg font-medium text-gray-900">Guardrail Information</h3>
 
                 <Tooltip title={tooltipTitle} placement="top" arrow destroyTooltipOnHide>
@@ -257,10 +468,17 @@ const GuardrailViewer = ({ data }: GuardrailViewerProps) => {
                     {totalMaskedEntities} masked {totalMaskedEntities === 1 ? "entity" : "entities"}
                   </span>
                 )}
+
+                {policyTemplates.map((pt) => (
+                  <span key={pt} className="px-2 py-1 bg-purple-50 text-purple-700 rounded-md text-xs font-medium">
+                    {pt}
+                  </span>
+                ))}
               </div>
             ),
             children: (
               <div className="p-4 space-y-6">
+                <ExecutionTimeline entries={guardrailEntries} />
                 {guardrailEntries.map((entry, index) => (
                   <GuardrailDetails
                     key={`${entry.guardrail_name ?? "guardrail"}-${index}`}