Merge pull request #4 from AMDResearch/develop

Fix potential permission issues on build script

Author: KerwinTsaiii

.github/release-drafter.yml

@@ -0,0 +1,65 @@
+# --- Release Title and Tag Templates ---
+# $RESOLVED_VERSION is calculated based on the version-template below
+name-template: 'v$RESOLVED_VERSION Pre-release 🏗️'
+tag-template: 'v$RESOLVED_VERSION'
+
+# --- Pre-release Logic ---
+# Marks the release as "Pre-release" in the GitHub UI
+prerelease: true
+
+# Versioning logic:
+# Uses the next calculated patch version and appends the PR number as a suffix
+# Example: 1.2.0-rc.105
+version-template: '$NEXT_PATCH_VERSION-rc.$NUMBER'
+
+# --- Version Increment Rules ---
+# Determines whether to bump Major, Minor, or Patch based on PR Labels
+version-resolver:
+  major:
+    labels:
+      - 'major'
+      - 'breaking-change'
+  minor:
+    labels:
+      - 'feature'
+      - 'enhancement'
+  patch:
+    labels:
+      - 'bug'
+      - 'fix'
+      - 'security'
+  default: patch
+
+# --- Release Notes Categorization ---
+# Organizes the PRs into sections in the release notes
+categories:
+  - title: '🚀 New Features'
+    labels:
+      - 'feature'
+      - 'enhancement'
+  - title: '🐛 Bug Fixes'
+    labels:
+      - 'bug'
+      - 'fix'
+  - title: '🛡️ Security'
+    labels:
+      - 'security'
+  - title: '🧰 Maintenance & Infrastructure'
+    labels:
+      - 'chore'
+      - 'ci'
+      - 'documentation'
+
+# --- Cleanup ---
+# PRs with these labels will be ignored in the release notes
+exclude-labels:
+  - 'skip-release'
+  - 'duplicate'
+
+# --- Release Body Template ---
+template: |
+  ## What's Changed in this Pre-release
+  $CHANGES
+
+  ***
+  **Full Changelog**: $REPOSITORY_URL/compare/$PREVIOUS_TAG...$NEXT_TAG

.github/workflows/release-drafter.yml

@@ -0,0 +1,24 @@
+name: Release Drafter
+
+on:
+  push:
+    branches:
+      - main
+  pull_request:
+    branches:
+      - main
+    types: [opened, reopened, synchronize]
+
+permissions:
+  contents: write
+  pull-requests: read
+
+jobs:
+  update_release_draft:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: release-drafter/release-drafter@v6
+        with:
+          config-name: release-drafter.yml
+        env:
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}

README.md

@@ -43,7 +43,7 @@ Includes 9 hands-on labs designed to teach LLM development from scratch.
 
 ## Quick Start
 
-The simplest way to deploy AUP Learning Cloud on a single machine.
+The simplest way to deploy AUP Learning Cloud on a single machine in a development or demo environment.
 
 ### Prerequisites
 - **Hardware**: AMD Ryzen™ AI Halo Device (e.g., AI Max+ 395, AI Max 390)
@@ -95,6 +95,13 @@ sudo ./single-node.sh upgrade-runtime
 sudo ./single-node.sh build-images
 ```
 
+## Manual Installation
+
+For users who prefer step-by-step manual installation or need more control over the deployment process:
+
+- [Single-Node Manual Deployment](deploy/README.md#single-node-deployment) - Detailed manual setup for development and demo environments
+- [Multi-Node Cluster Deployment](deploy/README.md#multi-node-cluster-deployment) - Production deployment with Ansible playbooks
+
 ## Key Features
 
 ### Hardware Acceleration
@@ -137,13 +144,6 @@ Current environments are set up as `RESOURCE_IMAGES` in `runtime/jupyterhub/file
 - [GitHub OAuth Setup](docs/jupyterhub/How_to_Setup_GitHub_OAuth.md) - OAuth configuration
 - [Maintenance Manual](docs/user-manual/aup-remote-lab-user-manual-admin-new.md) - Operations guide
 
-## Manual Installation
-
-For users who prefer step-by-step manual installation or need more control over the deployment process:
-
-- [Single-Node Manual Deployment](deploy/README.md#single-node-deployment) - Detailed manual setup for development and demo environments
-- [Multi-Node Cluster Deployment](deploy/README.md#multi-node-cluster-deployment) - Production deployment with Ansible playbooks
-
 ## Contributing
 
 Please refer to [CONTRIBUTING.md](docs/contribute.md) for details on how to contribute to the project.

dockerfiles/Makefile

@@ -33,7 +33,7 @@ hub:
 	 	echo "Building Hub Image..."; \
 		echo "-------------------------------------------";
 
-	cd Hub && ./build.sh
+	cd Hub && bash ./build.sh
 	$(MAKE) save-image IMAGE=ghcr.io/amdresearch/auplc-hub:latest
 
 # --- Course Images ---
@@ -44,23 +44,23 @@ cv:
 		echo "Building CV Course Image..."; \
 		echo "-------------------------------------------";
 
-	cd Courses/CV && ./build.sh
+	cd Courses/CV && bash ./build.sh
 	$(MAKE) save-image IMAGE=ghcr.io/amdresearch/auplc-cv:latest
 
 dl:
 	@echo "-------------------------------------------"; \
 		echo "Building DL Course Image..."; \
 		echo "-------------------------------------------";
 
-	cd Courses/DL && ./build.sh
+	cd Courses/DL && bash ./build.sh
 	$(MAKE) save-image IMAGE=ghcr.io/amdresearch/auplc-dl:latest
 
 llm:
 	@echo "-------------------------------------------"; \
 		echo "Building LLM Course Image..."; \
 		echo "-------------------------------------------";
 
-	cd Courses/LLM && ./build.sh
+	cd Courses/LLM && bash ./build.sh
 	$(MAKE) save-image IMAGE=ghcr.io/amdresearch/auplc-llm:latest
 
 # --- Export Images ---