diff --git a/src/pages/compute/CallToAction.tsx b/src/pages/compute/CallToAction.tsx
index 5572085..d2c4290 100644
--- a/src/pages/compute/CallToAction.tsx
+++ b/src/pages/compute/CallToAction.tsx
@@ -1,42 +1,55 @@
-import { CircleBackground } from '../../components/CircleBackground'
-import { Container } from '@/components/Container'
-import { Button } from '@/components/Button'
+"use client";
+
+import { Container } from "@/components/Container";
+import { Button } from "@/components/Button";
 
 export function CallToAction() {
   return (
-    <section
-      id="get-started"
-      className="relative overflow-hidden bg-gray-900 py-20 sm:py-28"
-    >
-      <div className="absolute top-1/2 left-1/2 -translate-x-1/2 -translate-y-1/2">
-        <CircleBackground color="#06b6d4" className="animate-spin-slower" />
-      </div>
-      <Container className="relative">
-        <div className="mx-auto max-w-2xl text-center">
-          <h2 className="text-3xl lg:text-4xl font-medium tracking-tight text-white sm:text-4xl">
-            Choose How You Want to Start
-          </h2>
-          <p className="mt-6 text-lg text-gray-300">
-            Run workloads using Mycelium Cloud, or host your own compute node.
-Both use the same deterministic execution fabric.
+    <section className="relative overflow-hidden bg-gray-900">
+      {/* ✅ Top horizontal line with spacing */}
+      <div className="max-w-7xl bg-[#090909] mx-auto py-6 border border-t-0 border-b-0 border-gray-700"></div>
+      <div className="w-full border-t border-l border-r border-gray-700" />
 
-          </p>
-          <div className="mt-10 flex flex-wrap justify-center gap-x-6 gap-y-4">
-            <Button to="/download" variant="solid" color="white">
-              Deploy Workloads
-            </Button>
-            <Button
-              to="https://threefold.info/mycelium_network/docs/"
-              as="a"
-              target="_blank"
-              variant="outline"
-              color="white"
-            >
-              Host A Node
-            </Button>
+      {/* ✅ Main boxed area */}
+      <div
+        id="get-started"
+        className="relative py-18 max-w-7xl mx-auto bg-[#090909] border border-t-0 border-b-0 border-gray-700"
+      >
+    
+
+        <Container className="relative">
+          <div className="mx-auto max-w-3xl text-center">
+            <h2 className="text-3xl lg:text-4xl font-medium tracking-tight text-white sm:text-4xl">
+              Choose How You Want to Start
+            </h2>
+
+            <p className="mt-6 text-lg text-gray-300">
+              Host your own node to contribute capacity or deploy workloads using the Mycelium Cloud.
+              You don’t need to host before deploying, and you don’t need to deploy before hosting.
+              
+            </p>
+
+            {/* ✅ Two cards, stacked center with spacing */}
+            <div className="mt-10 flex flex-wrap justify-center gap-x-10 gap-y-8">
+              <div className="flex flex-col items-center text-center max-w-xs">
+                <Button to="/host" variant="solid" color="cyan" className="mt-4">
+                  Host a Node
+                </Button>
+              </div>
+
+              <div className="flex flex-col items-center text-center max-w-xs">
+                                <Button to="/cloud" variant="outline" color="white" className="mt-4">
+                  Start Deploying
+                </Button>
+              </div>
+            </div>
           </div>
-        </div>
-      </Container>
+        </Container>
+      </div>
+
+      {/* ✅ Bottom horizontal line with spacing */}
+      <div className="w-full border-b border-gray-700" />
+      <div className="max-w-7xl mx-auto py-6 border border-t-0 border-b-0 border-gray-700 bg-transparent" />
     </section>
-  )
+  );
 }
diff --git a/src/pages/compute/ComputeCapabilitiesNew.tsx b/src/pages/compute/ComputeCapabilitiesNew.tsx
index 0d85204..2d45f00 100644
--- a/src/pages/compute/ComputeCapabilitiesNew.tsx
+++ b/src/pages/compute/ComputeCapabilitiesNew.tsx
@@ -110,7 +110,6 @@ export function ComputeCapabilitiesNew() {
           ))}
         </ul>
       </div>
-
       <div className="w-full border-b border-gray-800" />
       <div className="max-w-7xl mx-auto py-6 border border-t-0 border-b-0 border-gray-800" />
     </section>
diff --git a/src/pages/compute/ComputeCodeTabs.tsx b/src/pages/compute/ComputeCodeTabs.tsx
new file mode 100644
index 0000000..446125a
--- /dev/null
+++ b/src/pages/compute/ComputeCodeTabs.tsx
@@ -0,0 +1,112 @@
+"use client";
+
+import { useState } from "react";
+
+const files = [
+  {
+    id: "train",
+    label: "train.py",
+    code: `from mycelium import GPUCluster, Dataset
+
+# connect to private GPU cluster
+cluster = GPUCluster("secure://my-node")
+
+# load training data
+data = Dataset.load("s3://models/private-dataset")
+
+# run a reproducible training job
+job = cluster.train(
+    model="resnet50",
+    dataset=data,
+    epochs=40,
+    deterministic=True
+)
+
+job.save("s3://models/checkpoints/resnet-private")`,
+  },
+  {
+    id: "deploy",
+    label: "deploy.yaml",
+    code: `apiVersion: mycelium/v1
+kind: Service
+metadata:
+  name: vector-api
+spec:
+  image: registry.mycelium/vector:latest
+  replicas: 3
+  selfHeal: true
+  mesh: private
+  resources:
+    gpu: 1
+    cpu: 2
+    memory: 4Gi`,
+  },
+  {
+    id: "edge",
+    label: "edge.ts",
+    code: `import { EdgeClient } from "@mycelium/sdk"
+
+// deploy inference to nearest node
+const client = new EdgeClient()
+
+await client.deploy({
+  model: "resnet-private",
+  region: "eu-home-nodes",
+  autoscale: true,
+  cache: "on-device"
+})`,
+  },
+];
+
+export function ComputeCodeTabs() {
+  const [active, setActive] = useState("train");
+  const file = files.find((f) => f.id === active)!;
+
+  return (
+    <div className="sm:px-6 lg:px-0">
+      <div className="relative isolate overflow-hidden bg-indigo-500 px-6 pt-8 sm:mx-auto sm:max-w-2xl sm:rounded-3xl sm:pt-16 sm:pr-0 sm:pl-16 lg:mx-0 lg:max-w-none">
+
+        <div
+          aria-hidden="true"
+          className="absolute -inset-y-px -left-3 -z-10 w-full origin-bottom-left skew-x-[-30deg] bg-indigo-100 opacity-20 ring-1 ring-white ring-inset"
+        />
+
+        <div className="mx-auto max-w-2xl sm:mx-0 sm:max-w-none">
+          <div className="w-screen overflow-hidden rounded-tl-xl bg-gray-900 ring-1 ring-white/10">
+
+            {/* FILE TABS */}
+            <div className="flex bg-gray-800/40 ring-1 ring-white/5">
+              <div className="-mb-px flex text-sm font-medium text-gray-400">
+
+                {files.map((f) => (
+                  <button
+                    key={f.id}
+                    onClick={() => setActive(f.id)}
+                    className={`px-4 py-2 border-r border-white/10 ${
+                      active === f.id
+                        ? "border-b border-b-white/20 bg-white/5 text-white"
+                        : ""
+                    }`}
+                  >
+                    {f.label}
+                  </button>
+                ))}
+
+              </div>
+            </div>
+
+            {/* CODE BLOCK */}
+            <div className="px-6 pt-6 pb-14 font-mono text-xs leading-relaxed text-gray-200 whitespace-pre overflow-x-auto">
+              {file.code}
+            </div>
+          </div>
+        </div>
+
+        <div
+          aria-hidden="true"
+          className="pointer-events-none absolute inset-0 ring-1 ring-white/10 ring-inset sm:rounded-3xl"
+        />
+      </div>
+    </div>
+  );
+}
\ No newline at end of file
diff --git a/src/pages/compute/ComputeUseCases.tsx b/src/pages/compute/ComputeUseCases.tsx
index 948d207..c63fd85 100644
--- a/src/pages/compute/ComputeUseCases.tsx
+++ b/src/pages/compute/ComputeUseCases.tsx
@@ -1,53 +1,137 @@
-import { Container } from '@/components/Container'
-import { Eyebrow, SectionHeader } from '@/components/Texts'
+"use client";
 
-const useCases = [
+import { useState } from "react";
+import { ComputeCodeTabs } from "./ComputeCodeTabs"; // ✅ Make sure path is correct
+import { Eyebrow, SectionHeader, H3, P } from "@/components/Texts";
+
+const tabs = [
   {
-    title: 'AI / ML Training',
-    description:
-      'Reproducible pipelines, private model execution, scalable GPU orchestration.',
+    id: "ai",
+    label: "AI / ML TRAINING",
+    content: [
+      {
+        item: "Reproducible pipelines",
+        desc: "Build deterministic, version-locked training pipelines that produce the same result every time.",
+      },
+      {
+
+        item: "Private model execution",
+        desc: "Train sensitive models on hardware you control, keeping datasets and checkpoints off hyperscalers.",
+      },
+      {
+        item: "Scalable GPU orchestration",
+        desc: "Scale training and inference across decentralized GPU nodes with automated orchestration.",
+      },
+    ],
   },
   {
-    title: 'Application Hosting',
-    description:
-      'Private, reliable, self-healing services – without cloud vendor lock-in.',
+    id: "apps",
+    label: "APPLICATION HOSTING",
+    content: [
+      {
+        item: "Self-healing services",
+        desc: "Private, reliable services that repair automatically without cloud vendor lock-in.",
+      },
+      {
+        item: "Zero cloud lock-in",
+        desc: "Deploy containers, VMs, or full Kubernetes clusters — migrate off AWS/GCP/Azure with no code changes.",
+      },
+      {
+        item: "Encrypted networking",
+        desc: "All services communicate through Mycelium Mesh — no VPNs, no exposed ports.",
+      },
+    ],
   },
   {
-    title: 'Distributed & Edge Compute',
-    description:
-      'Run workloads where data lives, in homes, offices, datacenters, or remote regions.',
+    id: "edge",
+    label: "DISTRIBUTED & EDGE COMPUTE",
+    content: [
+      {
+        item: "Distributed workloads",
+        desc: "Run compute where data lives — homes, factories, hospitals, or remote regions.",
+      },
+      {
+        item: "Offline-first resilience",
+        desc: "Nodes keep working even with weak internet or outages — ideal for mission-critical edge.",
+      },
+      {
+        item: "Global deployment, local data",
+        desc: "Keep data in-country or on-prem for compliance, privacy, and regulated industries.",
+      },
+    ],
   },
-]
+];
 
 export function ComputeUseCases() {
+  const [active, setActive] = useState("ai");
+  const current = tabs.find((t) => t.id === active)!;
+
   return (
-    <section className="bg-gray-950 py-24 sm:py-32">
-      <Container>
-        <div className="mx-auto max-w-3xl text-center">
-          <Eyebrow color="accent" className="tracking-[0.32em] uppercase">
+    <section className="relative w-full bg-[#171717] overflow-hidden">
+       {/* ✅ Top horizontal line with spacing */}
+      <div className="max-w-7xl bg-[#111111] mx-auto py-6 border border-t-0 border-b-0 border-gray-800"></div>
+      <div className="w-full border-t border-l border-r border-gray-800" />
+
+      <div className="max-w-7xl mx-auto px-6 lg:px-8 py-12 border border-t-0 border-b-0 border-gray-800 bg-[#111111] overflow-hidden">
+
+        {/* ✅ H3 on own row */}
+        <div className="mb-16">
+          <Eyebrow color="accent" className="">
             Use Cases
           </Eyebrow>
-          <SectionHeader as="h2" color="light" className="mt-6">
-           Built for Serious Workloads
-          </SectionHeader>
+          <H3 color="white">
+            Built for Serious Workloads
+          </H3>
+          <P  className="max-w-3xl text-gray-400 mt-6">
+            Mycelium Compute is a decentralized physical infrastructure network
+            (DePIN) for high-performance workloads. Run reproducible AI/ML
+            pipelines, host self-healing applications, or deploy to the edge — all
+            on a fabric that’s more resilient and private than the cloud.
+          </P>
         </div>
 
-        <div className="mx-auto mt-16 max-w-4xl space-y-6">
-          {useCases.map((useCase) => (
-            <div
-              key={useCase.title}
-              className="rounded-3xl border border-white/10 bg-white/5 p-8 backdrop-blur-sm transition hover:-translate-y-1 hover:border-cyan-200/40 hover:bg-white/10"
-            >
-              <h3 className="text-xl font-semibold text-white">
-                {useCase.title}
-              </h3>
-              <p className="mt-3 text-sm leading-relaxed text-gray-200">
-                {useCase.description}
-              </p>
+        {/* ✅ Two-column layout */}
+        <div className="flex flex-col lg:flex-row gap-16">
+
+          {/* ✅ Replace image with CodeTabs */}
+          <div className="w-full lg:w-1/2">
+            <ComputeCodeTabs />
+          </div>
+
+          {/* ✅ Right side tabs & content */}
+          <div className="w-full lg:w-1/2 text-white">
+
+            {/* Tabs Nav */}
+            <div className="flex gap-6 border-b border-white/10 pb-2">
+              {tabs.map((tab) => (
+                <button
+                  key={tab.id}
+                  onClick={() => setActive(tab.id)}
+                  className={`text-sm font-medium tracking-wide pb-2 ${
+                    active === tab.id
+                      ? "border-b-2 border-cyan-500 text-white"
+                      : "text-gray-400 hover:text-white"
+                  }`}
+                >
+                  {tab.label}
+                </button>
+              ))}
             </div>
-          ))}
+
+            {/* Tab Content */}
+            <div className="mt-6 space-y-6">
+              {current.content.map((c, i) => (
+                <div key={i} className="space-y-1">
+                  <p className="text-base font-medium text-white">{c.item}</p>
+                  <p className="text-sm text-gray-400 leading-relaxed">{c.desc}</p>
+                </div>
+              ))}
+            </div>
+          </div>
         </div>
-      </Container>
+      </div>
+      <div className="max-w-7xl mx-auto py-6 border border-t-0 border-b-0 border-gray-800" />
+      <div className="w-full border-b border-gray-800" />
     </section>
-  )
+  );
 }