diff --git a/.github/scripts/comment_on_pr.py b/.github/scripts/comment_on_pr.py
new file mode 100644
index 0000000..c19c8ea
--- /dev/null
+++ b/.github/scripts/comment_on_pr.py
@@ -0,0 +1,29 @@
+import os
+import requests
+
+GITHUB_TOKEN = os.getenv("GITHUB_TOKEN")
+REPO = os.getenv("GITHUB_REPOSITORY")  # e.g., bashizip/opsGo
+PR_NUMBER = os.getenv("GITHUB_PR_NUMBER")
+COMMENT_FILE = "gemini-response.txt"
+
+# Load AI-generated suggestions
+with open(COMMENT_FILE, "r") as f:
+    comment_body = f.read()
+
+# Prepare GitHub API request
+url = f"https://api.github.com/repos/{REPO}/issues/{PR_NUMBER}/comments"
+headers = {
+    "Authorization": f"Bearer {GITHUB_TOKEN}",
+    "Accept": "application/vnd.github.v3+json"
+}
+
+payload = {"body": f"\ud83e\udde0 **AI Suggestions from Gemini**\n\n{comment_body}"}
+
+# Post comment to PR
+response = requests.post(url, headers=headers, json=payload)
+
+if response.status_code == 201:
+    print("Successfully posted AI suggestions to the PR.")
+else:
+    print("Failed to post comment:", response.status_code, response.text)
+    exit(1)
diff --git a/.github/scripts/send_to_gemini.py b/.github/scripts/send_to_gemini.py
new file mode 100644
index 0000000..51c2c77
--- /dev/null
+++ b/.github/scripts/send_to_gemini.py
@@ -0,0 +1,60 @@
+import os
+import json
+import requests
+
+TRIVY_FILE = "trivy-results.json"
+OUTPUT_FILE = "gemini-response.txt"
+API_KEY = os.getenv("GEMINI_API_KEY")
+GEMINI_ENDPOINT = "https://generativelanguage.googleapis.com/v1beta/models/gemini-2.0-flash:generateContent"
+
+if not API_KEY:
+    raise EnvironmentError("❌ GEMINI_API_KEY environment variable is not set.")
+
+# Append API key as URL query parameter
+url = f"{GEMINI_ENDPOINT}?key={API_KEY}"
+
+# Load Trivy scan results
+with open(TRIVY_FILE, "r") as f:
+    trivy_data = json.load(f)
+
+# Build the prompt
+prompt_text = f"""
+The following is a vulnerability scan of a Docker image using Trivy.
+Please analyze the issues and suggest secure fixes for each finding.
+
+```json
+{json.dumps(trivy_data, indent=2)}
+```
+"""
+
+# Prepare the request payload
+payload = {
+    "contents": [
+        {
+            "parts": [{"text": prompt_text}]
+        }
+    ]
+}
+
+# Make the POST request
+response = requests.post(
+    url,
+    headers={"Content-Type": "application/json"},
+    json=payload
+)
+
+# Handle the response
+if response.status_code == 200:
+    try:
+        ai_reply = response.json()["candidates"][0]["content"]["parts"][0]["text"]
+        with open(OUTPUT_FILE, "w") as out:
+            out.write(ai_reply)
+        print("✅ AI suggestions saved to gemini-response.txt")
+    except (KeyError, IndexError):
+        print("⚠️ Received unexpected response format:")
+        print(response.json())
+        exit(1)
+else:
+    print("❌ Error from Gemini:", response.status_code)
+    print(response.text)
+    exit(1)
diff --git a/.github/workflows/ai-sec-scam.yaml b/.github/workflows/ai-sec-scam.yaml
new file mode 100644
index 0000000..a387e50
--- /dev/null
+++ b/.github/workflows/ai-sec-scam.yaml
@@ -0,0 +1,46 @@
+name: AI-Powered Docker Security Scan
+
+on:
+  pull_request:
+    branches: [ "main" ]
+    types: [opened, synchronize]
+
+jobs:
+  ai-sec-docker-scan:
+    name: Scan Docker Image and Generate AI Suggestions
+    runs-on: ubuntu-latest
+
+    steps:
+      - name: Checkout code
+        uses: actions/checkout@v4
+
+      - name: Set up Python
+        uses: actions/setup-python@v5
+        with:
+          python-version: '3.11'
+
+      - name: Install Python dependencies
+        run: pip install requests
+
+      - name: Build Docker image
+        run: docker build -t opsgo-ai-scan:latest -f Dockerfile .
+
+      - name: Run Trivy scan on Docker image
+        uses: aquasecurity/trivy-action@0.13.0
+        with:
+          scan-type: 'image'
+          image-ref: 'opsgo-ai-scan:latest'
+          format: 'json'
+          output: 'trivy-results.json'
+
+      - name: Analyze results with Gemini
+        run: python .github/scripts/send_to_gemini.py
+        env:
+          GEMINI_API_KEY: ${{ secrets.GEMINI_API_KEY }}
+
+      - name: Post AI suggestions to PR
+        run: python .github/scripts/comment_on_pr.py
+        env:
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+          GITHUB_REPOSITORY: ${{ github.repository }}
+          GITHUB_PR_NUMBER: ${{ github.event.pull_request.number }}
diff --git a/Dockerfile b/Dockerfile
index 8e9c066..c7f808b 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -14,15 +14,26 @@
 #
 # Modified by Patrick Bashizi in March 2025 for educational purposes
 
-FROM golang:1.19.2 as builder
-WORKDIR /app
-RUN go mod init opsgo
-COPY *.go ./
-RUN CGO_ENABLED=0 GOOS=linux go build -o /opsgo
+FROM debian:11.10
 
-FROM gcr.io/distroless/base-debian11
-WORKDIR /
-COPY --from=builder /opsgo /opsgo
-ENV PORT 8080
+# Update package lists and install necessary dependencies
+RUN apt-get update && apt-get install -y --no-install-recommends \
+    libc6=2.31-13+deb11u12 \
+    libssl1.1=1.1.1w-0+deb11u2 \
+    openssl=1.1.1w-0+deb11u2 \
+    tzdata=2025b-0+deb11u1 \
+    && apt-get clean \
+    && rm -rf /var/lib/apt/lists/*
+
+# Copy application files
+COPY /opsgo /opsgo
+
+# Set environment variables
+ENV PORT=8080
+
+# Create a non-root user
+RUN groupadd -r nonroot && useradd -r -g nonroot nonroot
 USER nonroot:nonroot
+
+# Command to run the application
 CMD ["/opsgo"]
\ No newline at end of file
diff --git a/main.go b/main.go
index 3bc6b17..ba49098 100644
--- a/main.go
+++ b/main.go
@@ -25,7 +25,7 @@ import (
 	"net/http"
 )
 
-const port string = ":8080"
+const port string = ":8282"
 
 func main() {
 	http.HandleFunc("/blue", blueHandler)