diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index acf04a99f..be23c4dfd 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -156,6 +156,34 @@ jobs:
             exit 1
           }
 
+      - name: Generate release notes
+        id: generate_notes
+        env:
+          ANTHROPIC_API_KEY: ${{ secrets.ANTHROPIC_API_KEY }}
+          OPENAI_API_KEY: ${{ secrets.OPENAI_API_KEY }}
+        run: |
+          echo "Generating release notes using LLM..."
+
+          # Find previous release tag
+          PREVIOUS_TAG=$(git describe --tags --abbrev=0 HEAD^ 2>/dev/null || echo "")
+
+          if [ -z "$PREVIOUS_TAG" ]; then
+            echo "No previous tag found, using all commits"
+            PREVIOUS_TAG=$(git rev-list --max-parents=0 HEAD)
+          fi
+
+          echo "Comparing v${{ inputs.version }} with ${PREVIOUS_TAG}..."
+
+          # Generate notes and capture output
+          RELEASE_NOTES=$(./scripts/generate-release-notes.sh ${{ inputs.version }} "${PREVIOUS_TAG}" 2>&1 | sed -n '/^Generated release notes:/,/^━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━$/{ /^Generated release notes:/d; /^━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━$/d; p; }')
+
+          # Save to output (escape for GitHub Actions multiline)
+          echo "RELEASE_NOTES<<EOF" >> $GITHUB_OUTPUT
+          echo "$RELEASE_NOTES" >> $GITHUB_OUTPUT
+          echo "EOF" >> $GITHUB_OUTPUT
+
+          echo "✅ Release notes generated successfully"
+
       - name: Create draft release
         id: create_release
         env:
@@ -166,30 +194,14 @@ jobs:
 
           echo "Creating draft release for ${TAG}..."
 
-          # Create draft release with placeholder body
+          # Use LLM-generated release notes
+          NOTES="${{ steps.generate_notes.outputs.RELEASE_NOTES }}"
+
+          # Create draft release with generated notes
           gh release create "${TAG}" \
             --draft \
             --title "Pulse ${TAG}" \
-            --notes "Release ${TAG}
-
-          ## What's Changed
-
-          <!-- TODO: Add release notes before publishing -->
-
-          ## Installation
-
-          Quick install on Linux:
-          \`\`\`bash
-          curl -fsSL https://raw.githubusercontent.com/rcourtman/Pulse/main/install.sh | sudo bash
-          \`\`\`
-
-          Or download platform-specific archives below.
-
-          ## Docker Images
-
-          Docker images are available for this release:
-          - \`rcourtman/pulse:${TAG}\`
-          - \`rcourtman/pulse-docker-agent:${TAG}\`"
+            --notes "$NOTES"
 
           echo "release_url=$(gh release view ${TAG} --json url -q .url)" >> $GITHUB_OUTPUT
           echo "tag=${TAG}" >> $GITHUB_OUTPUT
diff --git a/scripts/generate-release-notes.sh b/scripts/generate-release-notes.sh
new file mode 100755
index 000000000..1a359e96f
--- /dev/null
+++ b/scripts/generate-release-notes.sh
@@ -0,0 +1,161 @@
+#!/usr/bin/env bash
+
+# Generate release notes using LLM analysis of git commits
+# Usage: ./scripts/generate-release-notes.sh <version> [previous-tag]
+
+set -euo pipefail
+
+VERSION=${1:-}
+PREVIOUS_TAG=${2:-}
+
+if [ -z "$VERSION" ]; then
+    echo "Usage: $0 <version> [previous-tag]"
+    echo "Example: $0 4.29.0 v4.28.0"
+    exit 1
+fi
+
+# Find previous tag if not specified
+if [ -z "$PREVIOUS_TAG" ]; then
+    PREVIOUS_TAG=$(git describe --tags --abbrev=0 2>/dev/null || echo "")
+    if [ -z "$PREVIOUS_TAG" ]; then
+        echo "No previous tag found, using all commits"
+        PREVIOUS_TAG=$(git rev-list --max-parents=0 HEAD)
+    fi
+fi
+
+echo "Generating release notes for v${VERSION}..."
+echo "Analyzing commits since ${PREVIOUS_TAG}..."
+
+# Get commit log
+COMMIT_LOG=$(git log ${PREVIOUS_TAG}..HEAD --pretty=format:"%h %s" --no-merges)
+
+if [ -z "$COMMIT_LOG" ]; then
+    echo "No commits found since ${PREVIOUS_TAG}"
+    exit 1
+fi
+
+# Count commits
+COMMIT_COUNT=$(echo "$COMMIT_LOG" | wc -l)
+echo "Found ${COMMIT_COUNT} commits"
+
+# Generate release notes using LLM API
+# Supports both OpenAI and Anthropic Claude
+# Set either OPENAI_API_KEY or ANTHROPIC_API_KEY
+
+if [ -n "${ANTHROPIC_API_KEY:-}" ]; then
+    LLM_PROVIDER="anthropic"
+elif [ -n "${OPENAI_API_KEY:-}" ]; then
+    LLM_PROVIDER="openai"
+else
+    echo "Error: Either OPENAI_API_KEY or ANTHROPIC_API_KEY environment variable must be set"
+    exit 1
+fi
+
+echo "Using LLM provider: ${LLM_PROVIDER}"
+
+# Prepare prompt for LLM
+read -r -d '' PROMPT <<EOF || true
+You are generating release notes for Pulse v${VERSION}.
+
+Pulse is a monitoring system for Proxmox VE and PBS with Docker container monitoring capabilities.
+
+Analyze the following ${COMMIT_COUNT} git commits and generate professional release notes:
+
+${COMMIT_LOG}
+
+Generate release notes in this exact markdown format:
+
+## What's Changed
+
+[Organize changes into 3-5 categories like: New Features, Improvements, Bug Fixes, Docker/Agent Changes, Documentation, etc. Use bullet points with commit references.]
+
+## Installation
+
+Quick install on Linux:
+\`\`\`bash
+curl -fsSL https://raw.githubusercontent.com/rcourtman/Pulse/main/install.sh | sudo bash
+\`\`\`
+
+Or download platform-specific archives below.
+
+## Docker Images
+
+Docker images are available for this release:
+- \`rcourtman/pulse:v${VERSION}\`
+- \`rcourtman/pulse-docker-agent:v${VERSION}\`
+
+Guidelines:
+- Group related commits together
+- Focus on user-visible changes
+- Use clear, non-technical language
+- Skip internal refactoring unless it impacts users
+- Mention breaking changes prominently if any
+- Keep it concise but informative
+EOF
+
+# Call LLM API based on provider
+if [ "$LLM_PROVIDER" = "anthropic" ]; then
+    RESPONSE=$(curl -s https://api.anthropic.com/v1/messages \
+      -H "Content-Type: application/json" \
+      -H "x-api-key: ${ANTHROPIC_API_KEY}" \
+      -H "anthropic-version: 2023-06-01" \
+      -d @- <<JSON
+{
+  "model": "claude-haiku-4-5-20251001",
+  "max_tokens": 2000,
+  "system": "You are a technical writer creating release notes. Be concise, clear, and focus on user-visible changes. Use proper markdown formatting.",
+  "messages": [
+    {
+      "role": "user",
+      "content": $(echo "$PROMPT" | jq -Rs .)
+    }
+  ]
+}
+JSON
+)
+    RELEASE_NOTES=$(echo "$RESPONSE" | jq -r '.content[0].text')
+else
+    RESPONSE=$(curl -s https://api.openai.com/v1/chat/completions \
+      -H "Content-Type: application/json" \
+      -H "Authorization: Bearer ${OPENAI_API_KEY}" \
+      -d @- <<JSON
+{
+  "model": "gpt-4o-mini",
+  "messages": [
+    {
+      "role": "system",
+      "content": "You are a technical writer creating release notes. Be concise, clear, and focus on user-visible changes. Use proper markdown formatting."
+    },
+    {
+      "role": "user",
+      "content": $(echo "$PROMPT" | jq -Rs .)
+    }
+  ],
+  "temperature": 0.7,
+  "max_tokens": 2000
+}
+JSON
+)
+    RELEASE_NOTES=$(echo "$RESPONSE" | jq -r '.choices[0].message.content')
+fi
+
+if [ -z "$RELEASE_NOTES" ] || [ "$RELEASE_NOTES" = "null" ]; then
+    echo "Error: Failed to generate release notes"
+    echo "API Response: $RESPONSE"
+    exit 1
+fi
+
+# Output release notes
+echo ""
+echo "Generated release notes:"
+echo "━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━"
+echo "$RELEASE_NOTES"
+echo "━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━"
+
+# Optionally save to file
+if [ "${SAVE_TO_FILE:-}" = "1" ]; then
+    OUTPUT_FILE="release-notes-v${VERSION}.md"
+    echo "$RELEASE_NOTES" > "$OUTPUT_FILE"
+    echo ""
+    echo "Saved to: $OUTPUT_FILE"
+fi