diff --git a/docs/guides/integration-advertiser-dataprovider-overview.md b/docs/guides/integration-advertiser-dataprovider-overview.md
index ad77d0850..ed1e775c5 100644
--- a/docs/guides/integration-advertiser-dataprovider-overview.md
+++ b/docs/guides/integration-advertiser-dataprovider-overview.md
@@ -191,7 +191,7 @@ For instructions for monitoring for salt bucket rotations, refer to one of the f
 
 - Python SDK: [Monitor Rotated Salt Buckets](../sdks/sdk-ref-python.md#monitor-rotated-salt-buckets).
 
-- Snowflake: [Monitor for Salt Bucket Rotation and Regenerate Raw UID2s](integration-snowflake.md#monitor-for-salt-bucket-rotation-and-regenerate-raw-uid2s).
+- Snowflake: [Monitor for Salt Bucket Rotation and Regenerate Raw UID2s](integration-snowflake-before-july-2025.md#monitor-for-salt-bucket-rotation-and-regenerate-raw-uid2s).
 
 - HTTP endpoints: [Monitor for Salt Bucket Rotations for Your Stored Raw UID2s (v2)](integration-advertiser-dataprovider-endpoints.md#monitor-for-salt-bucket-rotations-for-your-stored-raw-uid2s-v2).
 
diff --git a/docs/ref-info/deprecation-schedule.md b/docs/ref-info/deprecation-schedule.md
index a16cf7c2b..4b70b92ec 100644
--- a/docs/ref-info/deprecation-schedule.md
+++ b/docs/ref-info/deprecation-schedule.md
@@ -41,7 +41,7 @@ The latest ZIP file is available in the Assets section at the bottom of the link
 | Q3 2024 | [v5.38.104](https://github.com/IABTechLab/uid2-operator/releases/tag/v5.38.104) | 5.38.104 | September 12, 2024 | Mar 31, 2026 |
 | Q2 2024 | [v5.37.12](https://github.com/IABTechLab/uid2-operator/releases/tag/v5.37.12) | 5.37.12 | June 12, 2024 | Sep 30, 2025 |
 
-For documentation, see [UID2 Private Operator for AWS Integration Guide](..\guides\operator-guide-aws-marketplace.md).
+For documentation, see [UID2 Private Operator for AWS Integration Guide](../guides/operator-guide-aws-marketplace.md).
 
 ### Private Operator for GCP
 
@@ -55,7 +55,7 @@ The latest ZIP file is linked in the GCP Download column in the following table.
 | Q3 2024 | [v5.38.104](https://github.com/IABTechLab/uid2-operator/releases/tag/v5.38.104) | [gcp-oidc-deployment-files-5.38.104.zip](https://github.com/IABTechLab/uid2-operator/releases/download/v5.38.104/gcp-oidc-deployment-files-5.38.104.zip) | September 12, 2024 | Mar 31, 2026 |
 | Q2 2024 | [v5.37.12](https://github.com/IABTechLab/uid2-operator/releases/tag/v5.37.12) | [gcp-oidc-deployment-files-5.37.12.zip](https://github.com/IABTechLab/uid2-operator/releases/download/v5.37.12/gcp-oidc-deployment-files-5.37.12.zip) | June 12, 2024 | Sep 30, 2025 |
 
-For documentation, see [UID2 Private Operator for GCP Integration Guide](..\guides\operator-private-gcp-confidential-space.md).
+For documentation, see [UID2 Private Operator for GCP Integration Guide](../guides/operator-private-gcp-confidential-space.md).
 
 ### Private Operator for Azure
 
@@ -69,7 +69,7 @@ The latest ZIP file is linked in the Azure Download column in the following tabl
 | Q3 2024 | [v5.38.104](https://github.com/IABTechLab/uid2-operator/releases/tag/v5.38.104) | [azure-cc-deployment-files-5.38.104.zip](https://github.com/IABTechLab/uid2-operator/releases/download/v5.38.104/azure-cc-deployment-files-5.38.104.zip) | September 12, 2024 | Mar 31, 2026 |
 | Q2 2024 | [v5.37.12](https://github.com/IABTechLab/uid2-operator/releases/tag/v5.37.12) | [azure-cc-deployment-files-5.37.12.zip](https://github.com/IABTechLab/uid2-operator/releases/download/v5.37.12/azure-cc-deployment-files-5.37.12.zip) | June 12, 2024 | Sep 30, 2025 |
 
-For documentation, see [UID2 Private Operator for Azure Integration Guide](..\guides\operator-guide-azure-enclave.md).
+For documentation, see [UID2 Private Operator for Azure Integration Guide](../guides/operator-guide-azure-enclave.md).
 
 <!-- ### Private Operator for AKS
 
diff --git a/i18n/ja/docusaurus-plugin-content-docs/current/guides/integration-advertiser-dataprovider-overview.md b/i18n/ja/docusaurus-plugin-content-docs/current/guides/integration-advertiser-dataprovider-overview.md
index 7f77c2694..1ef519e56 100644
--- a/i18n/ja/docusaurus-plugin-content-docs/current/guides/integration-advertiser-dataprovider-overview.md
+++ b/i18n/ja/docusaurus-plugin-content-docs/current/guides/integration-advertiser-dataprovider-overview.md
@@ -53,7 +53,7 @@ import Link from '@docusaurus/Link';
 | [2: Store Raw UID2s and Salt Bucket IDs](#2-store-raw-uid2s-and-salt-bucket-ids) | カスタム（適切な方法で）。 |
 | [3: Manipulate or Combine Raw UID2s](#3-manipulate-or-combine-raw-uid2s) | カスタム（適切な方法で）。 |
 | [4: Send Stored Raw UID2s to DSPs to Create Audiences or Conversions](#4-send-stored-raw-uid2s-to-dsps-to-create-audiences-or-conversions) | カスタム（適切な方法で）。 |
-| [5: Monitor for Salt Bucket Rotations for Your Stored Raw UID2s](#5-monitor-for-salt-bucket-rotations-for-your-stored-raw-uid2s) | 以下のいずれかのオプションを使用してください:<ul><li><strong>Python SDK</strong>: Python Reference Guide を参照してください</li><li><strong>Snowflake</strong>: [Snowflake Integration Guide](integration-snowflake.md) の [Monitor for Salt Bucket Rotation and Regenerate Raw UID2s](integration-snowflake.md#monitor-for-salt-bucket-rotation-and-regenerate-raw-uid2s) を参照してください</li><li><strong>Raw HTTP endpoint</strong>: [POST&nbsp;/identity/buckets](../endpoints/post-identity-buckets.md)</li></ul> |
+| [5: Monitor for Salt Bucket Rotations for Your Stored Raw UID2s](#5-monitor-for-salt-bucket-rotations-for-your-stored-raw-uid2s) | 以下のいずれかのオプションを使用してください:<ul><li><strong>Python SDK</strong>: Python Reference Guide を参照してください</li><li><strong>Snowflake</strong>: [Snowflake Integration Guide](integration-snowflake.md) の [Monitor for Salt Bucket Rotation and Regenerate Raw UID2s](integration-snowflake-before-february-2025.md#monitor-for-salt-bucket-rotation-and-regenerate-raw-uid2s) を参照してください</li><li><strong>Raw HTTP endpoint</strong>: [POST&nbsp;/identity/buckets](../endpoints/post-identity-buckets.md)</li></ul> |
 | [6: Monitor for Opt-Out Status](#6-monitor-for-opt-out-status) | API コールを使用して、[POST /optout/status](../endpoints/post-optout-status.md) エンドポイントにアクセスします。 |
 
 ## Integration Diagram
@@ -124,7 +124,7 @@ raw UID2 は、特定の時点におけるユーザーの識別子です。raw U
 
 - Python SDK: [Monitor Rotated Salt Buckets](../sdks/sdk-ref-python.md#monitor-rotated-salt-buckets).
 
-- Snowflake: [Monitor for Salt Bucket Rotation and Regenerate Raw UID2s](integration-snowflake.md#monitor-for-salt-bucket-rotation-and-regenerate-raw-uid2s).
+- Snowflake: [Monitor for Salt Bucket Rotation and Regenerate Raw UID2s](integration-snowflake-before-july-2025.md#monitor-for-salt-bucket-rotation-and-regenerate-raw-uid2s).
 
 - HTTP endpoints: [Monitor for Salt Bucket Rotations for Your Stored Raw UID2s](integration-advertiser-dataprovider-endpoints.md#5-monitor-for-salt-bucket-rotations-for-your-stored-raw-uid2s).
 
diff --git a/i18n/ja/docusaurus-plugin-content-docs/current/ref-info/deprecation-schedule.md b/i18n/ja/docusaurus-plugin-content-docs/current/ref-info/deprecation-schedule.md
index 8f9028722..12c2f63f6 100644
--- a/i18n/ja/docusaurus-plugin-content-docs/current/ref-info/deprecation-schedule.md
+++ b/i18n/ja/docusaurus-plugin-content-docs/current/ref-info/deprecation-schedule.md
@@ -41,7 +41,7 @@ The latest ZIP file is available in the Assets section at the bottom of the link
 | Q3 2024 | [v5.38.104](https://github.com/IABTechLab/uid2-operator/releases/tag/v5.38.104) | 5.38.104 | September 12, 2024 | Mar 31, 2026 |
 | Q2 2024 | [v5.37.12](https://github.com/IABTechLab/uid2-operator/releases/tag/v5.37.12) | 5.37.12 | June 12, 2024 | Sep 30, 2025 |
 
-For documentation, see [UID2 Private Operator for AWS Integration Guide](..\guides\operator-guide-aws-marketplace.md).
+For documentation, see [UID2 Private Operator for AWS Integration Guide](../guides/operator-guide-aws-marketplace.md).
 
 ### Private Operator for GCP
 
@@ -55,7 +55,7 @@ The latest ZIP file is linked in the GCP Download column in the following table.
 | Q3 2024 | [v5.38.104](https://github.com/IABTechLab/uid2-operator/releases/tag/v5.38.104) | [gcp-oidc-deployment-files-5.38.104.zip](https://github.com/IABTechLab/uid2-operator/releases/download/v5.38.104/gcp-oidc-deployment-files-5.38.104.zip) | September 12, 2024 | Mar 31, 2026 |
 | Q2 2024 | [v5.37.12](https://github.com/IABTechLab/uid2-operator/releases/tag/v5.37.12) | [gcp-oidc-deployment-files-5.37.12.zip](https://github.com/IABTechLab/uid2-operator/releases/download/v5.37.12/gcp-oidc-deployment-files-5.37.12.zip) | June 12, 2024 | Sep 30, 2025 |
 
-For documentation, see [UID2 Private Operator for GCP Integration Guide](..\guides\operator-private-gcp-confidential-space.md).
+For documentation, see [UID2 Private Operator for GCP Integration Guide](../guides/operator-private-gcp-confidential-space.md).
 
 ### Private Operator for Azure
 
@@ -69,7 +69,7 @@ The latest ZIP file is linked in the Azure Download column in the following tabl
 | Q3 2024 | [v5.38.104](https://github.com/IABTechLab/uid2-operator/releases/tag/v5.38.104) | [azure-cc-deployment-files-5.38.104.zip](https://github.com/IABTechLab/uid2-operator/releases/download/v5.38.104/azure-cc-deployment-files-5.38.104.zip) | September 12, 2024 | Mar 31, 2026 |
 | Q2 2024 | [v5.37.12](https://github.com/IABTechLab/uid2-operator/releases/tag/v5.37.12) | [azure-cc-deployment-files-5.37.12.zip](https://github.com/IABTechLab/uid2-operator/releases/download/v5.37.12/azure-cc-deployment-files-5.37.12.zip) | June 12, 2024 | Sep 30, 2025 |
 
-For documentation, see [UID2 Private Operator for Azure Integration Guide](..\guides\operator-guide-azure-enclave.md).
+For documentation, see [UID2 Private Operator for Azure Integration Guide](../guides/operator-guide-azure-enclave.md).
 
 <!-- ### Private Operator for AKS