diff --git a/docs/cli.md b/docs/cli.md
index d664647d..173e9545 100644
--- a/docs/cli.md
+++ b/docs/cli.md
@@ -105,7 +105,7 @@ sb deploy [--docker-image]
 
 | Name                  | Default                 | Description                                                                   |
 |-----------------------|-------------------------|-------------------------------------------------------------------------------|
-| `--docker-image` `-i` | `superbench/superbench` | Docker image URI, [here](./user-tutorial/container-images) listed all images. |
+| `--docker-image` `-i` | `superbench/superbench` | Docker image URI, [here](./user-tutorial/container-images.mdx) listed all images. |
 | `--docker-password`   | `None`                  | Docker registry password if authentication is needed.                         |
 | `--docker-username`   | `None`                  | Docker registry username if authentication is needed.                         |
 | `--host-file` `-f`    | `None`                  | Path to Ansible inventory host file.                                          |
diff --git a/docs/developer-guides/contributing.md b/docs/developer-guides/contributing.md
index 48783cd4..50ab4cc3 100644
--- a/docs/developer-guides/contributing.md
+++ b/docs/developer-guides/contributing.md
@@ -83,11 +83,11 @@ superbench-results
 #### Files to provide
 
 Besides `README` and `LICENSE` file, you should provide at least three benchmarking related files.
-* `system.json`: This file lists all the system configurations in json format. 
+* `system.json`: This file lists all the system configurations in json format.
 
   You can get the system info automatically by executing `system_info.py` using below command. The file is under `superbench/tools` folder.
   ```
   python system_info.py
   ```
-* `config.yaml`: This file is the config file to run benchmarks. Click [here](../getting-started/configuration) to learn the details.
-* `result.json`: This file contains the results run by SuperBench with system configuations listed in `system.json` file.
\ No newline at end of file
+* `config.yaml`: This file is the config file to run benchmarks. Click [here](../getting-started/configuration.md) to learn the details.
+* `result.json`: This file contains the results run by SuperBench with system configuations listed in `system.json` file.
diff --git a/docs/developer-guides/development.md b/docs/developer-guides/development.md
index 75a95eaa..26d9d456 100644
--- a/docs/developer-guides/development.md
+++ b/docs/developer-guides/development.md
@@ -11,7 +11,7 @@ You can also develop online with [GitHub Codespaces](https://github.com/codespac
 
 ## Check Environment
 
-Follow [System Requirements](../getting-started/installation).
+Follow [System Requirements](../getting-started/installation.mdx).
 
 ## Set Up
 
diff --git a/docs/developer-guides/using-docker.mdx b/docs/developer-guides/using-docker.mdx
index 2c3ab02f..621e9cff 100644
--- a/docs/developer-guides/using-docker.mdx
+++ b/docs/developer-guides/using-docker.mdx
@@ -13,7 +13,7 @@ here are the guides on how to build images and start containers during developme
 
 ## Build image
 
-You need to [clone the code](./development#set-up) first before building the image.
+You need to [clone the code](./development.md#set-up) first before building the image.
 
 <Tabs
   groupId='gpu-platform'
diff --git a/docs/superbench-config.mdx b/docs/superbench-config.mdx
index e53f1fa4..f75e0937 100644
--- a/docs/superbench-config.mdx
+++ b/docs/superbench-config.mdx
@@ -173,9 +173,9 @@ superbench:
 Mappings of `${benchmark_name}: Benchmark`.
 
 There are three types of benchmarks,
-[micro-benchmark](./user-tutorial/benchmarks/micro-benchmarks),
-[model-benchmark](./user-tutorial/benchmarks/model-benchmarks),
-and [docker-benchmark](./user-tutorial/benchmarks/docker-benchmarks).
+[micro-benchmark](./user-tutorial/benchmarks/micro-benchmarks.md),
+[model-benchmark](./user-tutorial/benchmarks/model-benchmarks.md),
+and [docker-benchmark](./user-tutorial/benchmarks/docker-benchmarks.md).
 Each benchmark has its own unique name listed in docs.
 
 `${benchmark_name}` can be one of the followings:
diff --git a/docs/user-tutorial/data-diagnosis.md b/docs/user-tutorial/data-diagnosis.md
index 4e1e065c..a5b17743 100644
--- a/docs/user-tutorial/data-diagnosis.md
+++ b/docs/user-tutorial/data-diagnosis.md
@@ -10,11 +10,11 @@ This tool is to filter the defective machines automatically from thousands of be
 
 ## Usage
 
-1. [Install SuperBench](../getting-started/installation) on the local machine.
+1. [Install SuperBench](../getting-started/installation.mdx) on the local machine.
 
 2. Prepare the raw data, rule file, baseline file under current path or somewhere on the local machine.
 
-3. After installing the Superbnech and the files are ready, you can start to filter the defective machines automatically using  `sb result diagnosis` command. The detailed command can be found from [SuperBench CLI](../cli).
+3. After installing the Superbnech and the files are ready, you can start to filter the defective machines automatically using  `sb result diagnosis` command. The detailed command can be found from [SuperBench CLI](../cli.md).
 
   ```
   sb result diagnosis --data-file ./results-summary.jsonl --rule-file ./rule.yaml --baseline-file ./baseline.json --output-file-format excel --output-dir ${output-dir}
@@ -40,7 +40,7 @@ The input mainly includes 3 files:
 
 This section describes how to write rules in **rule file**.
 
-The convention is the same with [SuperBench Config File](https://microsoft.github.io/superbenchmark/docs/superbench-config), please view it first.
+The convention is the same with [SuperBench Config File](../superbench-config.mdx), please view it first.
 
 Here is an overview of the rule file structure:
 
diff --git a/docs/user-tutorial/result-summary.md b/docs/user-tutorial/result-summary.md
index d8d0798d..6d5edf5c 100644
--- a/docs/user-tutorial/result-summary.md
+++ b/docs/user-tutorial/result-summary.md
@@ -10,7 +10,7 @@ This tool is to generate a readable summary report based on the raw benchmark re
 
 ## Usage
 
-1. [Install SuperBench](../getting-started/installation) on the local machine.
+1. [Install SuperBench](../getting-started/installation.mdx) on the local machine.
 
 2. Prepare the raw data and rule file on the local machine.
 
@@ -40,7 +40,7 @@ Raw data file can be found at ${output-dir}/results-summary.jsonl after each suc
 
 This section describes how to write rules in **rule file**.
 
-The convention is the same as [SuperBench Config File](../superbench-config), please view it first.
+The convention is the same as [SuperBench Config File](../superbench-config.mdx), please view it first.
 
 Here is an overview of the rule file structure:
 
diff --git a/website/blog/2021-06-28-release-0-2.md b/website/blog/2021-06-28-release-0-2.md
index a71d9294..251d3613 100644
--- a/website/blog/2021-06-28-release-0-2.md
+++ b/website/blog/2021-06-28-release-0-2.md
@@ -7,7 +7,7 @@ author_url: https://github.com/TobeyQin
 tags: [superbench, announcement, release]
 ---
 
-We are very happy to announce that **SuperBench 0.2.0 version** is officially released today! 
+We are very happy to announce that **SuperBench 0.2.0 version** is officially released today!
 
 You can install and try superbench by following [Getting Started Tutorial](https://microsoft.github.io/superbenchmark/docs/getting-started/installation).
 
@@ -49,4 +49,4 @@ You can install and try superbench by following [Getting Started Tutorial](https
 
 * Added examples to run benchmarks respectively.
 * Tutorial Documents (introduction, getting-started, developer-guides, APIs, benchmarks).
-* Built SuperBench [website](https://aka.ms/superbench/).
\ No newline at end of file
+* Built SuperBench [website](https://aka.ms/superbench/).