diff --git a/docs/docs/usage-guide/introduction.md b/docs/docs/usage-guide/introduction.md
index c851edbe..74f7a64f 100644
--- a/docs/docs/usage-guide/introduction.md
+++ b/docs/docs/usage-guide/introduction.md
@@ -1,17 +1,17 @@
 
-After [installation](https://codium-ai.github.io/Docs-PR-Agent/installation/), there are three basic ways to invoke CodiumAI PR-Agent:
+After [installation](https://pr-agent-docs.codium.ai/installation/), there are three basic ways to invoke CodiumAI PR-Agent:
 
 1. Locally running a CLI command
 2. Online usage - by [commenting](https://github.com/Codium-ai/pr-agent/pull/229#issuecomment-1695021901) on a PR
 3. Enabling PR-Agent tools to run automatically when a new PR is opened
 
 
-Specifically, CLI commands can be issued by invoking a pre-built [docker image](https://codium-ai.github.io/Docs-PR-Agent/installation/#run-from-source), or by invoking a [locally cloned repo](https://codium-ai.github.io/Docs-PR-Agent/installation/#locally).
-For online usage, you will need to setup either a [GitHub App](https://codium-ai.github.io/Docs-PR-Agent/installation/#run-as-a-github-app), or a [GitHub Action](https://codium-ai.github.io/Docs-PR-Agent/installation/#run-as-a-github-action).
+Specifically, CLI commands can be issued by invoking a pre-built [docker image](https://pr-agent-docs.codium.ai/installation/locally/#using-docker-image), or by invoking a [locally cloned repo](https://pr-agent-docs.codium.ai/installation/locally/#run-from-source).
+For online usage, you will need to setup either a [GitHub App](https://pr-agent-docs.codium.ai/installation/github/#run-as-a-github-app), or a [GitHub Action](https://pr-agent-docs.codium.ai/installation/github/#run-as-a-github-action).
 GitHub App and GitHub Action also enable to run PR-Agent specific tool automatically when a new PR is opened.
 
 
-**git provider**: The [git_provider](https://github.com/Codium-ai/pr-agent/blob/main/pr_agent/settings/configuration.toml#L4) field in the configuration file determines the GIT provider that will be used by PR-Agent. Currently, the following providers are supported:
+**git provider**: The [git_provider](https://github.com/Codium-ai/pr-agent/blob/main/pr_agent/settings/configuration.toml#L5) field in the configuration file determines the GIT provider that will be used by PR-Agent. Currently, the following providers are supported:
 `
 "github", "gitlab", "bitbucket", "azure", "codecommit", "local", "gerrit"
 `