diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 17d6e81..8c5b5ca 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -50,6 +50,8 @@ repos:
     rev: v1.96.1
     hooks:
       - id: terraform_fmt
+        args:
+          - --args=-recursive
       - id: terraform_validate
   - repo: https://github.com/Lucas-C/pre-commit-hooks
     rev: v1.5.5
diff --git a/README.md b/README.md
index c4895f4..e5ab156 100644
--- a/README.md
+++ b/README.md
@@ -1,4 +1,4 @@
-![MLInfra Github Banner](docs/_images/mlinfra-banner-wide.png)
+![MLInfra Github Banner](https://github.com/mlinfra-io/mlinfra/blob/main/docs/_images/mlinfra-banner-wide.png)
 
 <div align="center">
   <h3>
@@ -20,10 +20,10 @@
     <img src="https://img.shields.io/pypi/dm/mlinfra?color=orange" alt="mlinfra Python package downloads on PyPi">
     <a href="https://discord.gg/8eYWVvEYmR"><img src="https://img.shields.io/discord/1199078513463009321?logo=Discord&logoColor=white&label=Discord&color=%23434EE4" alt="Discord"></a>
     <img src="https://img.shields.io/badge/Cloud%20Providers-orange" alt="cloud providers"/>
-    <a href="https://mlinfra.io/latest/code/aws/cloud_vm/"><img src="docs/_images/aws_icon.svg" height="20" alt="AWS Examples"/></a>
-    <img src="docs/_images/gcp_icon.svg" height="20" alt="GCP Examples"/>
-    <img src="docs/_images/azure_icon.svg" height="20" alt="Azure Examples"/>
-    <img src="docs/_images/alibaba_icon.svg" height="20" alt="Alibaba Examples"/>
+    <a href="https://mlinfra.io/latest/code/aws/cloud_vm/"><img src="https://github.com/mlinfra-io/mlinfra/blob/main/docs/_images/aws_icon.svg" height="20" alt="AWS Examples"/></a>
+    <img src="https://github.com/mlinfra-io/mlinfra/blob/main/docs/_images/gcp_icon.svg" height="20" alt="GCP Examples"/>
+    <img src="https://github.com/mlinfra-io/mlinfra/blob/main/docs/_images/azure_icon.svg" height="20" alt="Azure Examples"/>
+    <img src="https://github.com/mlinfra-io/mlinfra/blob/main/docs/_images/alibaba_icon.svg" height="20" alt="Alibaba Examples"/>
   </div>
 </div>
 </br>
diff --git a/RELEASE_NOTES.md b/RELEASE_NOTES.md
index ec23e33..7b96623 100644
--- a/RELEASE_NOTES.md
+++ b/RELEASE_NOTES.md
@@ -1,22 +1,22 @@
 # Release Notes
 
 ## 2024-12-27 - version 0.0.26
-## What's Changed
+
 * update-readme by @aliabbasjaffri in https://github.com/mlinfra-io/mlinfra/pull/176
 * updated python version and dependencies by @aliabbasjaffri in https://github.com/mlinfra-io/mlinfra/pull/177
 
 
-**Full Changelog**: https://github.com/mlinfra-io/mlinfra/compare/0.0.25...0.0.26
+[**Full Changelog**](https://github.com/mlinfra-io/mlinfra/compare/0.0.25...0.0.26)
 
 ---
 
 ## 2024-12-26 - version 0.0.25
-## What's Changed
+
 * 173-feature-setup-uv-lock by @aliabbasjaffri in https://github.com/mlinfra-io/mlinfra/pull/174
 * Changed terraform s3 backend from dynamodb to s3 lockfile by @aliabbasjaffri in https://github.com/mlinfra-io/mlinfra/pull/175
 
 
-**Full Changelog**: https://github.com/mlinfra-io/mlinfra/compare/0.0.24...0.0.25
+[**Full Changelog**](https://github.com/mlinfra-io/mlinfra/compare/0.0.24...0.0.25)
 
 ---