diff --git a/doc/user/gitlab_duo/data_usage.md b/doc/user/gitlab_duo/data_usage.md
index b2d8e1c9bbeafdf4734feaf51e22958d4bb4f29d..71b3ca2ff831c989f662ca0c7376ed2bf08d7fab 100644
--- a/doc/user/gitlab_duo/data_usage.md
+++ b/doc/user/gitlab_duo/data_usage.md
@@ -43,7 +43,7 @@ GitLab does not train generative AI models based on private (non-public) data. T
 For more information on our AI [sub-processors](https://about.gitlab.com/privacy/subprocessors/#third-party-sub-processors), see:
 
 - Google Vertex AI models API [data governance](https://cloud.google.com/vertex-ai/generative-ai/docs/data-governance), [responsible AI](https://cloud.google.com/vertex-ai/generative-ai/docs/learn/responsible-ai), [details about foundation model training](https://cloud.google.com/vertex-ai/generative-ai/docs/data-governance#foundation_model_training), Google [Secure AI Framework (SAIF)](https://safety.google/cybersecurity-advancements/saif/), and [release notes](https://cloud.google.com/vertex-ai/docs/release-notes).
-- Anthropic Claude's [constitution](https://www.anthropic.com/news/claudes-constitution), training data [FAQ](https://support.anthropic.com/en/articles/7996885-how-do-you-use-personal-data-in-model-training), and [data recency article](https://support.anthropic.com/en/articles/8114494-how-up-to-date-is-claude-s-training-data).
+- Anthropic Claude's [constitution](https://www.anthropic.com/news/claudes-constitution), training data [FAQ](https://support.anthropic.com/en/articles/7996885-how-do-you-use-personal-data-in-model-training), [models overview](https://docs.anthropic.com/claude/docs/models-overview), and [data recency article](https://support.anthropic.com/en/articles/8114494-how-up-to-date-is-claude-s-training-data).
 
 ## Telemetry
 
diff --git a/doc/user/gitlab_duo/index.md b/doc/user/gitlab_duo/index.md
index 0a31fee2877af696345bfef0ab5fdc4cfa52af04..352222d5e27e5a20d002fbf09e000551362f6cb4 100644
--- a/doc/user/gitlab_duo/index.md
+++ b/doc/user/gitlab_duo/index.md
@@ -31,8 +31,8 @@ DETAILS:
 
 - Help you write and understand code faster, get up to speed on the status of projects,
   and quickly learn about GitLab by answering your questions in a chat window.
-- LLM: Anthropic [`claude-3-sonnet-20240229`](https://docs.anthropic.com/en/docs/models-overview#claude-3-a-new-generation-of-ai),
-  Anthropic [`claude-3-haiku-20240307`](https://docs.anthropic.com/en/docs/models-overview#claude-3-a-new-generation-of-ai),
+- LLM: Anthropic [`claude-3-sonnet-20240229`](https://console.cloud.google.com/vertex-ai/publishers/anthropic/model-garden/claude-3-sonnet),
+  Anthropic [`claude-3-haiku-20240307`](https://console.cloud.google.com/vertex-ai/publishers/anthropic/model-garden/claude-3-haiku),
   [`claude-2.1`](https://docs.anthropic.com/en/docs/legacy-model-guide#anthropics-legacy-models),
   and [Vertex AI Search](https://cloud.google.com/enterprise-search).
 - <i class="fa fa-youtube-play youtube" aria-hidden="true"></i> [Watch overview](https://www.youtube.com/watch?v=ZQBAuf-CTAY&list=PLFGfElNsQthYDx0A_FaNNfUm9NHsK6zED)
@@ -51,8 +51,8 @@ DETAILS:
 **Offering:** GitLab.com, Self-managed, GitLab Dedicated
 
 - Helps you write code more efficiently by generating code and showing suggestions as you type.
-- Large language model (LLM) for code completion: Vertex AI Codey [`code-gecko`](https://cloud.google.com/vertex-ai/generative-ai/docs/model-reference/code-completion)
-- LLM for code generation: Anthropic [`claude-3-sonnet-20240229`](https://docs.anthropic.com/claude/docs/models-overview)
+- Large language model (LLM) for code completion: Vertex AI Codey [`code-gecko`](https://console.cloud.google.com/vertex-ai/publishers/google/model-garden/code-gecko)
+- LLM for code generation: Anthropic [`claude-3-sonnet-20240229`](https://console.cloud.google.com/vertex-ai/publishers/anthropic/model-garden/claude-3-sonnet)
 - <i class="fa fa-youtube-play youtube" aria-hidden="true"></i> [Watch overview](https://youtu.be/ds7SG1wgcVM)
 - [View documentation](../project/repository/code_suggestions/index.md).
 
@@ -63,7 +63,7 @@ DETAILS:
 **Offering:** GitLab.com, Self-managed, GitLab Dedicated
 
 - Helps you understand the selected code by explaining it more clearly.
-- LLM: Anthropic: [`claude-3-haiku-20240307`](https://docs.anthropic.com/en/docs/models-overview#claude-3-a-new-generation-of-ai)
+- LLM: Anthropic: [`claude-3-haiku-20240307`](https://console.cloud.google.com/vertex-ai/publishers/anthropic/model-garden/claude-3-haiku)
 - View documentation for [explaining code in the IDE](../gitlab_duo_chat/examples.md#explain-code-in-the-ide).
 
 ### Test generation
@@ -73,7 +73,7 @@ DETAILS:
 **Offering:** GitLab.com, Self-managed, GitLab Dedicated
 
 - Helps catch bugs early by generating tests for the selected code.
-- LLM: Anthropic [`Claude-2.1`](https://docs.anthropic.com/claude/docs/models-overview#model-comparison)
+- LLM: Anthropic [`Claude-2.1`](https://docs.anthropic.com/en/docs/about-claude/models#legacy-models)
 - <i class="fa fa-youtube-play youtube" aria-hidden="true"></i> [Watch overview](https://www.youtube.com/watch?v=zWhwuixUkYU&list=PLFGfElNsQthYDx0A_FaNNfUm9NHsK6zED)
 - [View documentation](../gitlab_duo_chat/examples.md#write-tests-in-the-ide).
 
@@ -98,7 +98,7 @@ DETAILS:
 **Status:** Beta
 
 - Helps populate a merge request more quickly by generating a description based on the contents of the template.
-- LLM: Vertex AI Codey [`text-bison`](https://cloud.google.com/vertex-ai/generative-ai/docs/model-reference/text)
+- LLM: Vertex AI Codey [`text-bison`](https://console.cloud.google.com/vertex-ai/publishers/google/model-garden/text-bison)
 - [View documentation](../project/merge_requests/duo_in_merge_requests.md#generate-a-description-from-a-template).
 
 ### Merge request summary
@@ -109,7 +109,7 @@ DETAILS:
 **Status:** Beta
 
 - Helps populate a merge request more quickly by generating a description based on the code changes.
-- LLM: Vertex AI Codey [`text-bison`](https://cloud.google.com/vertex-ai/generative-ai/docs/model-reference/text)
+- LLM: Vertex AI Codey [`text-bison`](https://console.cloud.google.com/vertex-ai/publishers/google/model-garden/text-bison)
 - [View documentation](../project/merge_requests/duo_in_merge_requests.md#generate-a-description-by-summarizing-code-changes).
 
 ### Vulnerability explanation
@@ -120,7 +120,7 @@ DETAILS:
 **Status:** Beta
 
 - Helps you understand vulnerabilities, how they can be exploited, and how to fix them.
-- LLM: Vertex AI Codey [`text-bison`](https://cloud.google.com/vertex-ai/generative-ai/docs/model-reference/text). If degraded performance, then Anthropic [`Claude-2.1`](https://docs.anthropic.com/claude/docs/models-overview#model-comparison).
+- LLM: Vertex AI Codey [`text-bison`](https://console.cloud.google.com/vertex-ai/publishers/google/model-garden/text-bison). If degraded performance, then Anthropic [`Claude-2.1`](https://docs.anthropic.com/en/docs/about-claude/models#legacy-models).
 - <i class="fa fa-youtube-play youtube" aria-hidden="true"></i> [Watch overview](https://youtu.be/ctD_qcVpIJY)
 - [View documentation](../application_security/vulnerabilities/index.md#explaining-a-vulnerability).
 
@@ -134,7 +134,7 @@ DETAILS:
 **Status:** Experiment
 
 - Helps populate an issue more quickly by generating a more in-depth description, based on a short summary you provide.
-- LLM: Anthropic [`Claude-2.1`](https://docs.anthropic.com/claude/docs/models-overview#model-comparison)
+- LLM: Anthropic [`Claude-2.1`](https://docs.anthropic.com/en/docs/about-claude/models#legacy-models)
 - [View documentation](experiments.md#summarize-an-issue-with-issue-description-generation).
 
 ### Discussion summary
@@ -145,7 +145,7 @@ DETAILS:
 **Status:** Experiment
 
 - Helps everyone get up to speed by summarizing the lengthy conversations in an issue.
-- LLM: Anthropic [`Claude-2.1`](https://docs.anthropic.com/claude/docs/models-overview#model-comparison)
+- LLM: Anthropic [`Claude-2.1`](https://docs.anthropic.com/en/docs/about-claude/models#legacy-models)
 - <i class="fa fa-youtube-play youtube" aria-hidden="true"></i> [Watch overview](https://www.youtube.com/watch?v=IcdxLfTIUgc)
 - [View documentation](experiments.md#summarize-issue-discussions-with-discussion-summary).
 
@@ -157,7 +157,7 @@ DETAILS:
 **Status:** Experiment
 
 - Helps you understand the selected code by explaining it more clearly.
-- LLM: Anthropic: [`claude-3-haiku-20240307`](https://docs.anthropic.com/en/docs/models-overview#claude-3-a-new-generation-of-ai)
+- LLM: Anthropic: [`claude-3-haiku-20240307`](https://console.cloud.google.com/vertex-ai/publishers/anthropic/model-garden/claude-3-haiku)
 - View documentation for explaining code in:
   - [A file](../../user/project/repository/code_explain.md).
   - [A merge request](../../user/project/merge_requests/changes.md#explain-code-in-a-merge-request).
@@ -170,7 +170,7 @@ DETAILS:
 **Status:** Experiment
 
 - `glab duo ask` helps you discover or recall `git` commands when and where you need them.
-- LLM: Vertex AI Codey [`codechat-bison`](https://cloud.google.com/vertex-ai/generative-ai/docs/model-reference/code-chat)
+- LLM: Vertex AI Codey [`codechat-bison`](https://console.cloud.google.com/vertex-ai/publishers/google/model-garden/codechat-bison)
 - [View documentation](../../editor_extensions/gitlab_cli/index.md#gitlab-duo-for-the-cli).
 
 ### Code review summary
@@ -181,7 +181,7 @@ DETAILS:
 **Status:** Experiment
 
 - Helps make merge request handover to reviewers easier by summarizing all the comments in a merge request review.
-- LLM: Vertex AI Codey [`text-bison`](https://cloud.google.com/vertex-ai/generative-ai/docs/model-reference/text)
+- LLM: Vertex AI Codey [`text-bison`](https://console.cloud.google.com/vertex-ai/publishers/google/model-garden/text-bison)
 - <i class="fa fa-youtube-play youtube" aria-hidden="true"></i> [Watch overview](https://www.youtube.com/watch?v=Bx6Zajyuy9k&list=PLFGfElNsQthYDx0A_FaNNfUm9NHsK6zED)
 - [View documentation](../project/merge_requests/duo_in_merge_requests.md#summarize-a-code-review).
 
@@ -193,7 +193,7 @@ DETAILS:
 **Status:** Experiment
 
 - Helps you merge more quickly by generating meaningful commit messages.
-- LLM: Vertex AI Codey [`text-bison`](https://cloud.google.com/vertex-ai/generative-ai/docs/model-reference/text).
+- LLM: Vertex AI Codey [`text-bison`](https://console.cloud.google.com/vertex-ai/publishers/google/model-garden/text-bison).
 - [View documentation](../project/merge_requests/duo_in_merge_requests.md#generate-a-merge-or-squash-commit-message).
 
 ### Root cause analysis
@@ -204,7 +204,7 @@ DETAILS:
 **Status:** Experiment
 
 - Helps you determine the root cause for a CI/CD job failure by analyzing the logs.
-- LLM: Vertex AI Codey [`text-bison`](https://cloud.google.com/vertex-ai/generative-ai/docs/model-reference/text)
+- LLM: Vertex AI Codey [`text-bison`](https://console.cloud.google.com/vertex-ai/publishers/google/model-garden/text-bison)
 - [View documentation](experiments.md#troubleshoot-failed-cicd-jobs-with-root-cause-analysis).
 
 ### Vulnerability resolution
@@ -215,7 +215,7 @@ DETAILS:
 **Status:** Experiment
 
 - Help resolve a vulnerability by generating a merge request that addresses it.
-- LLM: Vertex AI Codey [`code-bison`](https://cloud.google.com/vertex-ai/generative-ai/docs/model-reference/code-generation)
+- LLM: Vertex AI Codey [`code-bison`](https://console.cloud.google.com/vertex-ai/publishers/google/model-garden/code-bison)
 - [View documentation](../application_security/vulnerabilities/index.md#vulnerability-resolution).
 
 ### Product Analytics