diff --git a/README.md b/README.md
index 53a4a899a0..e483922690 100644
--- a/README.md
+++ b/README.md
@@ -14,8 +14,7 @@
 
 </div>
 
-`dstack` is an open-source alternative to Kubernetes and Slurm, designed to simplify GPU allocation and AI workload
-orchestration for ML teams across top clouds and on-prem clusters.
+`dstack` is an open-source container orchestrator that simplifies workload orchestration and drives GPU utilization for ML teams. It works with any GPU cloud, on-prem cluster, or accelerated hardware.
 
 #### Accelerators
 
@@ -32,8 +31,8 @@ orchestration for ML teams across top clouds and on-prem clusters.
 ## How does it work?
 
 <picture>
-  <source media="(prefers-color-scheme: dark)" srcset="https://dstack.ai/static-assets/static-assets/images/dstack-architecture-diagram-v8-dark.svg"/>
-  <img src="https://dstack.ai/static-assets/static-assets/images/dstack-architecture-diagram-v8.svg" width="750" />
+  <source media="(prefers-color-scheme: dark)" srcset="https://dstack.ai/static-assets/static-assets/images/dstack-architecture-diagram-v10-dark.svg"/>
+  <img src="https://dstack.ai/static-assets/static-assets/images/dstack-architecture-diagram-v10.svg" width="750" />
 </picture>
 
 ### Installation
diff --git a/docs/assets/stylesheets/landing.css b/docs/assets/stylesheets/landing.css
index fd16dfa33b..9845343928 100644
--- a/docs/assets/stylesheets/landing.css
+++ b/docs/assets/stylesheets/landing.css
@@ -182,6 +182,24 @@
     background: white;
 }
 
+
+.md-typeset .md-button--primary.shell span {
+    font-family: var(--md-code-font-family) !important;
+    font-size: 16px;
+}
+
+.md-header__buttons .md-button--primary.shell:before,
+.md-typeset .md-button--primary.shell:before {
+    color: #e37cff;
+    position: relative;
+    top: 1px;
+    content: '$';
+    display: inline-block;
+    margin-right: 10px;
+    font-size: 16px;
+    font-family: var(--md-code-font-family) !important;
+}
+
 .md-header__buttons .md-button-secondary.github:before,
 .md-typeset .md-button-secondary.github:before {
     position: relative;
@@ -754,8 +772,8 @@
 .tx-landing__major_feature h2 {
     font-size: 1.7em;
     max-width: 500px;
-    margin-top: 0.75em;
-    margin-bottom: 0.75em;
+    margin-top: 0;
+    margin-bottom: 1.5em;
     background: black;
     -webkit-background-clip: text;
     -webkit-text-fill-color: transparent;
@@ -777,12 +795,16 @@
     width: 100%;
 }
 
-.tx-landing__major_feature .block.margin {
+.tx-landing__major_feature .block.margin.right {
     margin-right: 50px;
 }
 
+.tx-landing__major_feature .block.margin.left {
+    margin-left: 50px;
+}
+
 .tx-landing__major_feature .block.large {
-    width: 650px;
+    width: 700px;
     max-width: 100%;
     flex: 0 0 auto;
 }
@@ -796,7 +818,7 @@
 }
 
 /*.tx-landing__trusted_by*/ [data-termynal] {
-    font-size: 14px;
+    font-size: 15px;
 }
 
 .tx-landing__trusted_by .termy {
@@ -911,7 +933,8 @@
 
 @media screen and (min-width: 44.984375em) {
     .supported_clouds {
-        grid-template-columns: repeat(4, 1fr) !important;
+        grid-template-columns: repeat(6, 1fr) !important;
+        row-gap: 20px;
     }
 }
 
@@ -924,18 +947,22 @@
 .supported_clouds_item {
     display: flex;
     /* align-items: center; */
-    gap: 15px;
-    padding: 20px 26px;
+    gap: 10px;
+    padding: 21px;
     /* border-radius: 2px; */
     border: 0.5px solid black;
     /* font-size: .85em; */
     color: #2A292D !important;
     line-height: 1.44;
-    aspect-ratio: 1;
+    /* aspect-ratio: 1; */
     flex-direction: column;
     font-weight: 300;
     font-size: 85%;
 
+    align-items: center;
+    justify-content: center;
+
+
     &:hover {
         background: -webkit-linear-gradient(45deg, rgba(0, 42, 255, 0.05), rgba(0, 42, 255, 0.05), rgba(225, 101, 254, 0.08));
     }
@@ -948,27 +975,28 @@
 
 @media screen and (min-width: 44.984375em) {
     .supported_clouds_item {
-        &:nth-child(1) {
+        border-right: none;
+        border-left: none;
+
+        &:nth-child(1), &:nth-child(7) {
             border-top-left-radius: 3px;
+            border-bottom-left-radius: 3px;
         }
 
-        &:nth-child(4) {
+        &:nth-child(6), &:nth-child(12) {
             border-top-right-radius: 3px;
+            border-bottom-right-radius: 3px;
         }
 
-        &:nth-child(9) {
-            border-bottom-left-radius: 3px;
-        }
-
-        &:nth-child(12) {
-            border-bottom-right-radius: 3px;
+        &:nth-child(1), &:nth-child(7) {
+            border-left: 0.5px solid black;
         }
 
-        &:nth-child(4), &:nth-child(8), &:nth-child(11) {
+        &:nth-child(6), &:nth-child(12) {
             border-right: 0.5px solid black;
         }
 
-        &:nth-child(n+8) {
+        &:nth-child(n+0) {
             border-bottom: 0.5px solid black;
         }
     }
@@ -976,11 +1004,11 @@
 
 @media screen and (max-width: 44.984375em) {
     .supported_clouds_item {
-        &:nth-child(3), &:nth-child(6), &:nth-child(9), &:nth-child(11) {
+        &:nth-child(3), &:nth-child(6), &:nth-child(9), &:nth-child(12) {
             border-right: 0.5px solid black;
         }
 
-        &:nth-child(n+9) {
+        &:nth-child(n+10) {
             border-bottom: 0.5px solid black;
         }
     }
diff --git a/docs/docs/concepts/backends.md b/docs/docs/concepts/backends.md
index 21208d74b9..fe9d7df74e 100644
--- a/docs/docs/concepts/backends.md
+++ b/docs/docs/concepts/backends.md
@@ -1,19 +1,15 @@
 # Backends
 
-To use `dstack` with cloud providers, configure backends
-via the [`~/.dstack/server/config.yml`](../reference/server/config.yml.md) file.
-The server loads this file on startup. 
+Backends allow `dstack` to manage compute across various providers.
+They can be configured via `~/.dstack/server/config.yml` (or through the [project settings page](../concepts/projects.md#backends) in the UI). 
 
-Alternatively, you can configure backends on the [project settings page](../concepts/projects.md#backends) via UI.
+See below for examples of backend configurations.
 
-> For using `dstack` with on-prem servers, no backend configuration is required.
-> Use [SSH fleets](../concepts/fleets.md#ssh) instead once the server is up.
+??? info "SSH fleets"
+    For using `dstack` with on-prem servers, no backend configuration is required.
+    Use [SSH fleets](../concepts/fleets.md#ssh) instead once the server is up.
 
-Below examples of how to configure backends via `~/.dstack/server/config.yml`.
-
-## Cloud providers
-
-### AWS
+## AWS
 
 There are two ways to configure AWS: using an access key or using the default credentials.
 
@@ -248,7 +244,7 @@ There are two ways to configure AWS: using an access key or using the default cr
         * Docker is installed
         * (For NVIDIA instances) NVIDIA/CUDA drivers and NVIDIA Container Toolkit are installed
 
-### Azure
+## Azure
 
 There are two ways to configure Azure: using a client secret or using the default credentials.
 
@@ -399,7 +395,7 @@ There are two ways to configure Azure: using a client secret or using the defaul
     Using private subnets assumes that both the `dstack` server and users can access the configured VPC's private subnets.
     Additionally, private subnets must have outbound internet connectivity provided by [NAT Gateway or other mechanism](https://learn.microsoft.com/en-us/azure/nat-gateway/nat-overview).
 
-### GCP
+## GCP
 
 There are two ways to configure GCP: using a service account or using the default credentials.
 
@@ -583,7 +579,7 @@ gcloud projects list --format="json(projectId)"
     Using private subnets assumes that both the `dstack` server and users can access the configured VPC's private subnets.
     Additionally, [Cloud NAT](https://cloud.google.com/nat/docs/overview) must be configured to provide access to external resources for provisioned instances.
 
-### Lambda
+## Lambda
 
 Log into your [Lambda Cloud :material-arrow-top-right-thin:{ .external }](https://lambdalabs.com/service/gpu-cloud) account, click API keys in the sidebar, and then click the `Generate API key`
 button to create a new API key.
@@ -604,7 +600,7 @@ projects:
 
 </div>
 
-### Nebius
+## Nebius
 
 Log into your [Nebius AI Cloud :material-arrow-top-right-thin:{ .external }](https://console.eu.nebius.com/) account, navigate to Access, and select Service Accounts. Create a service account, add it to the editors group, and upload its authorized key.
 
@@ -673,7 +669,7 @@ projects:
 
 
 
-### RunPod
+## RunPod
 
 Log into your [RunPod :material-arrow-top-right-thin:{ .external }](https://www.runpod.io/console/) console, click Settings in the sidebar, expand the `API Keys` section, and click
 the button to create a Read & Write key.
@@ -731,7 +727,7 @@ projects:
 
     </div>
 
-### Vultr
+## Vultr
 
 Log into your [Vultr :material-arrow-top-right-thin:{ .external }](https://www.vultr.com/) account, click `Account` in the sidebar, select `API`, find the `Personal Access Token` panel and click the `Enable API` button. In the `Access Control` panel, allow API requests from all addresses or from the subnet where your `dstack` server is deployed.
 
@@ -751,7 +747,7 @@ projects:
 
 </div>
 
-### Vast.ai
+## Vast.ai
 
 Log into your [Vast.ai :material-arrow-top-right-thin:{ .external }](https://cloud.vast.ai/) account, click Account in the sidebar, and copy your
 API Key.
@@ -774,7 +770,7 @@ projects:
 
 Also, the `vastai` backend supports on-demand instances only. Spot instance support coming soon.
 
-<!-- ### TensorDock
+<!-- ## TensorDock
 
 Log into your [TensorDock :material-arrow-top-right-thin:{ .external }](https://dashboard.tensordock.com/) account, click Developers in the sidebar, and use the `Create an Authorization` section to create a new authorization key.
 
@@ -797,7 +793,7 @@ projects:
 
 The `tensordock` backend supports on-demand instances only. Spot instance support coming soon. -->
 
-### CUDO
+## CUDO
 
 Log into your [CUDO Compute :material-arrow-top-right-thin:{ .external }](https://compute.cudo.org/) account, click API keys in the sidebar, and click the `Create an API key` button.
 
@@ -818,7 +814,7 @@ projects:
 
 </div>
 
-### OCI
+## OCI
 
 There are two ways to configure OCI: using client credentials or using the default credentials.
 
@@ -892,7 +888,7 @@ There are two ways to configure OCI: using client credentials or using the defau
         compartment_id: ocid1.compartment.oc1..aaaaaaaa
     ```
 
-### DataCrunch
+## DataCrunch
 
 Log into your [DataCrunch :material-arrow-top-right-thin:{ .external }](https://cloud.datacrunch.io/) account, click Keys in the sidebar, find `REST API Credentials` area and then click the `Generate Credentials` button.
 
@@ -913,7 +909,7 @@ projects:
 
 </div>
 
-### CloudRift
+## CloudRift
 
 Log into your [CloudRift :material-arrow-top-right-thin:{ .external }](https://console.cloudrift.ai/) console, click `API Keys` in the sidebar and click the button to create a new API key.
 
@@ -935,14 +931,7 @@ projects:
 
 </div>
 
-## On-prem servers
-
-### SSH fleets
-
-> For using `dstack` with on-prem servers, no backend configuration is required.
-> See [SSH fleets](fleets.md#ssh) for more details. 
-
-### Kubernetes
+## Kubernetes
 
 To configure a Kubernetes backend, specify the path to the kubeconfig file,
 and the port that `dstack` can use for proxying SSH traffic.
@@ -1035,8 +1024,9 @@ In case of a self-managed cluster, also specify the IP address of any node in th
 ## dstack Sky
 
 If you're using [dstack Sky :material-arrow-top-right-thin:{ .external }](https://sky.dstack.ai){:target="_blank"},
-backends are pre-configured to use compute from `dstack`'s marketplace.
-
-You can reconfigure backends via the UI, to use your own cloud accounts instead.
+backends come pre-configured to use compute from the dstack marketplace. However, you can update the configuration via UI
+to use your own cloud accounts instead.
 
-[//]: # (TODO: Add link to the server config reference page)
+!!! info "What's next"
+    1. See the [`~/.dstack/server/config.yml`](../reference/server/config.yml.md) reference
+    2. Check [Projects](../concepts/projects.md)
diff --git a/docs/docs/index.md b/docs/docs/index.md
index cbc3d87f21..c32a2c3264 100644
--- a/docs/docs/index.md
+++ b/docs/docs/index.md
@@ -1,9 +1,7 @@
 # What is dstack?
 
-`dstack` is a streamlined alternative to Kubernetes and Slurm, specifically designed for AI. It simplifies container orchestration
-for AI workloads both in the cloud and on-prem, speeding up the development, training, and deployment of AI models.
-
-`dstack` is easy to use with any cloud providers as well as on-prem servers. 
+`dstack` is an open-source container orchestrator that simplifies workload orchestration 
+and drives GPU utilization for ML teams. It works with any GPU cloud, on-prem cluster, or accelerated hardware.
 
 #### Accelerators
 
diff --git a/docs/docs/installation/index.md b/docs/docs/installation/index.md
index 72dea0b0b9..85819ba9d3 100644
--- a/docs/docs/installation/index.md
+++ b/docs/docs/installation/index.md
@@ -1,11 +1,5 @@
 # Installation
 
-[//]: # (??? info "dstack Sky")
-[//]: # (    If you don't want to host the `dstack` server yourself or would like to access GPU from the `dstack` marketplace, you can use)
-[//]: # (    `dstack`'s hosted version, proceed to [dstack Sky]&#40;#dstack-sky&#41;.)
-
-To use the open-source version of `dstack` with your own cloud accounts or on-prem clusters, follow this guide.
-
 > If you don't want to host the `dstack` server (or want to access GPU marketplace),
 > skip installation and proceed to [dstack Sky :material-arrow-top-right-thin:{ .external }](https://sky.dstack.ai){:target="_blank"}.
 
@@ -13,13 +7,14 @@ To use the open-source version of `dstack` with your own cloud accounts or on-pr
 
 ### (Optional) Configure backends
 
-To use `dstack` with cloud providers, configure backends
-via the `~/.dstack/server/config.yml` file.
+Backends allow `dstack` to manage compute across various providers.
+They can be configured via `~/.dstack/server/config.yml` (or through the [project settings page](../concepts/projects.md#backends) in the UI).
 
 For more details on how to configure backends, check [Backends](../concepts/backends.md).
 
-> For using `dstack` with on-prem servers, create [SSH fleets](../concepts/fleets.md#ssh) 
-> once the server is up.
+??? info "SSH fleets"
+    For using `dstack` with on-prem servers, create [SSH fleets](../concepts/fleets.md#ssh) 
+    once the server is up.
 
 ### Start the server
 
diff --git a/docs/examples.md b/docs/examples.md
index cb2bd9e558..dd93af7532 100644
--- a/docs/examples.md
+++ b/docs/examples.md
@@ -230,7 +230,7 @@ hide:
     </a>
 </div>
 
-## Misc
+<!-- ## Misc
 
 <div class="tx-landing__highlights_grid">
     <a href="/examples/misc/docker-compose"
@@ -243,4 +243,4 @@ hide:
             Use Docker and Docker Compose inside runs
         </p>
     </a>
-</div>
+</div> -->
diff --git a/docs/overrides/header-2.html b/docs/overrides/header-2.html
index ae581b969f..2c7e676796 100644
--- a/docs/overrides/header-2.html
+++ b/docs/overrides/header-2.html
@@ -61,8 +61,8 @@
     {% endif %}-->
 
     <div class="md-header__buttons">
-      <a href="https://github.com/dstackai/dstack" target="_blank" class="md-button md-button-secondary github external">GitHub</a>
-      <a href="https://discord.gg/u8SmfwPpMd" target="_blank" class="md-button md-button-secondary discord external">Discord</a>
+      <a href="https://github.com/dstackai/dstack" target="_blank" class="md-button md-button--primary github external">GitHub</a>
+      <a href="https://discord.gg/u8SmfwPpMd" target="_blank" class="md-button md-button--primary sky discord external">Discord</a>
     </div>
   </nav>
   {% if "navigation.tabs.sticky" in features %}
diff --git a/docs/overrides/home.html b/docs/overrides/home.html
index e96ce581ea..8c306dd369 100644
--- a/docs/overrides/home.html
+++ b/docs/overrides/home.html
@@ -29,7 +29,7 @@
     new Termynal('#get-started-code-snippet',
         {
             lineData: [
-                {type: 'input', value: 'pip install "dstack[all]"'},
+                {type: 'input', value: 'uv tool install "dstack[all]"'},
                 {delay: 0, value: 'Downloading dstack-0.19.2-py3-none-any.whl', class: 'newline'},
                 {type: 'progress', progressPercent: 100, typeDelay: 50},
                 {delay: 0, value: ' ', class: 'newline'},
@@ -44,41 +44,6 @@
             ]
         }
     );
-    /*new Termynal('#tx-landing__major_feature_inference_terminal',
-        {
-            lineData: [
-                {type: 'input', value: 'dstack run . -f llama-2/serve.dstack.yml --gpu 40GB -y'},
-                {delay: 0, value: ' ', class: 'newline'},
-                {
-                    delay: 0,
-                    value: 'RUN            BACKEND  RESOURCES                      SPOT PRICE',
-                    class: 'newline'
-                },
-                {
-                    delay: 0,
-                    value: 'wet-mangust-8  gcp      12xCPUs, 85GB, 1xA100 (40GB)   yes  $1.20582',
-                    class: 'newline'
-                },
-                {delay: 0, value: ' ', class: 'newline'},
-                {delay: 1000, value: 'Provisioning...', class: 'newline'},
-                {type: 'progress', progressPercent: 100, typeDelay: 200},
-                {delay: 0, value: ' ', class: 'newline'},
-                {
-                    delay: 0,
-                    value: 'Serving HTTP on https://wet-mangust-8.mydomain.com',
-                    class: 'newline'
-                },
-                {delay: 0, value: ' ', class: 'newline'},
-                {
-                    delay: 0,
-                    value: 'To exit, press Ctrl+C.',
-                    class: 'newline'
-                },
-                {delay: 0, value: ' ', class: 'newline'},
-            ]
-        }
-    );
-*/
 </script>
 {% endblock %}
 
@@ -87,156 +52,167 @@
     <div class="md-grid md-typeset">
         <div class="tx-landing__hero">
             <div class="tx-landing__hero_text">
-                <h1>Simplified AI workload orchestration</h1>
+                <h1>Container orchestration for AI teams</h1>
 
-                <p><span class="highlight">dstack</span> is an open-source alternative to
-                    <span class="highlight">Kubernetes</span> and <span class="highlight">Slurm</span>, designed
-                    to simplify GPU allocation and AI workload orchestration
-                    for ML teams across top clouds, on-prem clusters, and accelerators.</p>
+                <p>
+                    <span class="highlight">dstack</span> is an open-source container orchestrator that simplifies workload orchestration 
+                    and drives GPU utilization for ML teams. It works with any GPU cloud, on-prem cluster, or accelerated hardware.
+                </p>
             </div>
 
             <div class="tx-landing__hero_buttons">
                 <div class="tx-landing__hero_button_container">
-                    <a href="/docs/quickstart"
-                       class="md-button md-button--primary"
+                    <a href="/docs/installation"
+                       class="md-button md-button--primary shell"
                         style="min-width: 225px;  margin-right: 10px">
-                        <span>Get started</span>
-                        <!--<span class="icon"><svg viewBox="0 0 13 10" xmlns="http://www.w3.org/2000/svg"><path d="M12.823 4.164L8.954.182a.592.592 0 0 0-.854 0 .635.635 0 0 0 0 .88l2.836 2.92H.604A.614.614 0 0 0 0 4.604c0 .344.27.622.604.622h10.332L8.1 8.146a.635.635 0 0 0 0 .88.594.594 0 0 0 .854 0l3.869-3.982a.635.635 0 0 0 0-.88z" fill-rule="nonzero" fill="currentColor" class="fill-main"></path></svg></span>-->
+                        <span>uv tool install "dstack[all]"</span>
+                        <span class="icon"><svg viewBox="0 0 13 10" xmlns="http://www.w3.org/2000/svg"><path d="M12.823 4.164L8.954.182a.592.592 0 0 0-.854 0 .635.635 0 0 0 0 .88l2.836 2.92H.604A.614.614 0 0 0 0 4.604c0 .344.27.622.604.622h10.332L8.1 8.146a.635.635 0 0 0 0 .88.594.594 0 0 0 .854 0l3.869-3.982a.635.635 0 0 0 0-.88z" fill-rule="nonzero" fill="currentColor" class="fill-main"></path></svg></span>
                     </a>
-
-                    <a href="/docs/" class="md-button md-button-secondary"
-                       style="min-width: 225px">
-                        Documentation
-                    </a>
-
-                    <!--                    <a href="javascript:void(0)"-->
-                    <!--                       onclick="document.querySelector('#get-started').scrollIntoView({behavior: 'smooth'});"-->
                 </div>
             </div>
-
-            <!--<div class="tx-landing__hero_code">
-                <div id="tx-landing__hero_code_terminal" data-termynal>
-                </div>
-            </div>-->
         </div>
 
         <div class="tx-landing__major_feature">
             <div class="section">
-                <div class="block margin">
-                    <h2>Efficient cloud GPU provisioning and utilization</h2>
+                <div class="block margin right">
+                    <h2>Unified compute layer for AI</h2>
                     <p>
-                        <span class="highlight">dstack</span> natively integrates with top GPU clouds, streamlining the
-                        provisioning, allocation, and utilization of cloud GPUs and high-performance interconnected
-                        clusters.
+                        <span class="highlight">dstack</span> redefines the container orchestration layer for AI workloads, 
+                        tailoring the developer experience for ML teams while keeping it open and vendor-agnostic.
                     </p>
 
                     <p>
-                        <span class="highlight">dstack</span> provides a unified interface on top of GPU
-                        clouds, simplifying development, training, and deployment for ML teams.
+                        <span class="highlight">dstack</span> natively integrates with leading GPU clouds 
+                        and on-prem clusters, regardless of hardware vendor.
                     </p>
 
-                    <p>
-                        <a href="/docs/concepts/backends" target="_blank"
+                    <!-- TODO: Add `Why dstack?` -->
+                    <!-- <p>
+                        <a href="/docs/" target="_blank"
                             class="md-button md-button-secondary small">
-                            <span>Backends</span>
+                            <span>Why dstack?</span>
                             <span class="icon"><svg viewBox="0 0 13 10" xmlns="http://www.w3.org/2000/svg"><path d="M12.823 4.164L8.954.182a.592.592 0 0 0-.854 0 .635.635 0 0 0 0 .88l2.836 2.92H.604A.614.614 0 0 0 0 4.604c0 .344.27.622.604.622h10.332L8.1 8.146a.635.635 0 0 0 0 .88.594.594 0 0 0 .854 0l3.869-3.982a.635.635 0 0 0 0-.88z" fill-rule="nonzero" fill="currentColor" class="fill-main"></path></svg></span>
                         </a>
-                    </p>
+                    </p> -->
                 </div>
 
-                <div class="supported_clouds_block block large">
+                <div class="block large">
+                    <img src="https://dstack.ai/static-assets/static-assets/images/dstack-architecture-diagram-v10.svg" />
+                </div>
+            </div>
+        </div>
+
+        <div class="tx-landing__major_feature">
+            <div class="section">
+                <div class="block large margin">
                     <div class="supported_clouds">
                         <a href="/docs/concepts/backends#aws" target="_blank" class="supported_clouds_item">
-                            <img width="52" style="padding-top: 8px" src="/assets/images/aws-logo.svg">
-                            <div class="plans_card__service-name">AWS</div>
+                            <img width="49" style="padding-top: 8px" src="/assets/images/aws-logo.svg">
                         </a>
 
                         <a href="/docs/concepts/backends#gcp" target="_blank" class="supported_clouds_item">
-                            <img width="43" style="margin: 2px 0" src="/assets/images/gcp-logo.svg">
-                            <div class="plans_card__service-name">GCP</div>
+                            <img width="41" style="margin: 2px 0" src="/assets/images/gcp-logo.svg">
                         </a>
 
                         <a href="/docs/concepts/backends#lambda" target="_blank" class="supported_clouds_item">
-                            <img width="37" src="/assets/images/lambda-logo.svg">
-                            <div class="plans_card__service-name">Lambda</div>
+                            <img width="34" src="/assets/images/lambda-logo.svg">
                         </a>
 
                         <a href="/docs/concepts/backends#nebius" target="_blank" class="supported_clouds_item">
-                            <img width="43" style="margin: -2px 0" src="/assets/images/nebius-logo.svg">
-                            <div class="plans_card__service-name">Nebius</div>
+                            <img width="39" style="margin: -2px 0" src="/assets/images/nebius-logo.svg">
                         </a>
 
                         <a href="/docs/concepts/backends#runpod" target="_blank" class="supported_clouds_item">
-                            <img width="41" src="/assets/images/runpod-logo.svg">
-                            <div class="plans_card__service-name">RunPod</div>
+                            <img width="34" src="/assets/images/runpod-logo.svg">
                         </a>
 
                         <a href="/docs/concepts/backends#vultr" target="_blank" class="supported_clouds_item">
-                            <img width="41" src="/assets/images/vultr-logo.svg">
-                            <div class="plans_card__service-name">Vultr</div>
+                            <img width="37" src="/assets/images/vultr-logo.svg">
                         </a>
 
                         <a href="/docs/concepts/backends#vastai" target="_blank" class="supported_clouds_item">
-                            <img width="41" src="/assets/images/vastai-logo.svg">
-                            <div class="plans_card__service-name">Vast.ai</div>
+                            <img width="36" src="/assets/images/vastai-logo.svg">
                         </a>
 
-                        <!-- <a href="/docs/concepts/backends#tensordock" target="_blank" class="supported_clouds_item">
-                            <img width="38" src="/assets/images/tensordock-logo.svg">
-                            <div class="plans_card__service-name">TensorDock</div>
-                        </a> -->
-
                         <a href="/docs/concepts/backends#cudo" target="_blank" class="supported_clouds_item">
-                            <img width="38" src="/assets/images/cudo-logo.svg">
-                            <div class="plans_card__service-name">CUDO</div>
+                            <img width="35" style="margin: -3px 0;" src="/assets/images/cudo-logo.svg">
                         </a>
 
                         <a href="/docs/concepts/backends#azure" target="_blank" class="supported_clouds_item">
-                            <img width="39" src="/assets/images/azure-logo.svg">
-                            <div class="plans_card__service-name">Azure</div>
+                            <img width="35" src="/assets/images/azure-logo.svg">
                         </a>
 
                         <a href="/docs/concepts/backends#oci" target="_blank" class="supported_clouds_item">
-                            <img width="53" style="margin: 2px 0" src="/assets/images/oci-logo.svg">
-                            <div class="plans_card__service-name">OCI</div>
+                            <img width="45" style="margin: 2px 0" src="/assets/images/oci-logo.svg">
                         </a>
 
                         <a href="/docs/concepts/backends#datacrunch" target="_blank" class="supported_clouds_item">
-                            <img width="53" style="margin: 9px 0" src="/assets/images/datacrunch-logo.svg">
-                            <div class="plans_card__service-name">DataCrunch</div>
+                            <img width="48" style="margin: 9px 0" src="/assets/images/datacrunch-logo.svg">
+                        </a>
+
+                        <a href="/docs/concepts/backends#kubernetes" target="_blank" class="supported_clouds_item">
+                            <img width="36" src="/assets/images/kubernetes-logo.svg">
                         </a>
                     </div>
                 </div>
+
+                <div class="block margin">
+                    <h2>Backends</h2>
+                    <p>
+                        <span class="highlight">dstack</span> manages instances and clusters via native GPU cloud integration for efficient provisioning with its built-in scheduler. 
+                        It also runs smoothly on Kubernetes if that fits your environment. 
+                    </p>
+                    
+                    <p>
+                        In both cases, <span class="highlight">dstack</span> acts as an enhanced control plane, making AI compute orchestration more efficient.
+                    </p>
+
+                    <p>
+                        <a href="/docs/concepts/backends" target="_blank"
+                            class="md-button md-button-secondary small">
+                            <span>Learn more</span>
+                            <span class="icon"><svg viewBox="0 0 13 10" xmlns="http://www.w3.org/2000/svg"><path d="M12.823 4.164L8.954.182a.592.592 0 0 0-.854 0 .635.635 0 0 0 0 .88l2.836 2.92H.604A.614.614 0 0 0 0 4.604c0 .344.27.622.604.622h10.332L8.1 8.146a.635.635 0 0 0 0 .88.594.594 0 0 0 .854 0l3.869-3.982a.635.635 0 0 0 0-.88z" fill-rule="nonzero" fill="currentColor" class="fill-main"></path></svg></span>
+                        </a>
+                    </p>
+                </div>
             </div>
         </div>
 
         <div class="tx-landing__major_feature">
             <div class="section">
-                <div class="block large margin">
-                    <img src="https://dstack.ai/static-assets/static-assets/images/ssh-fleet.gif?raw=true"
-                        width="800" style="border-radius: 3px">
-                </div>
+                <div class="block margin right">
+                    <h2>SSH fleets</h2>
 
-                <div class="block margin">
-                    <h2>Orchestrating workloads on existing clusters</h2>
-                    <p>Whether you have an on-prem cluster of GPU-equipped bare-metal machines or a pre-provisioned
-                        cluster of GPU-enabled VMs, you just need to list the hostnames and SSH credentials of the hosts
-                        to add the cluster as a fleet for running any AI workload.</p>
+                    <p>
+                        Bare-metal and manually provisioned clusters can be connected to <span class="highlight">dstack</span> using SSH fleets.
+                    </p>
 
                     <p>
                         <a href="/docs/concepts/fleets#ssh" target="_blank"
                             class="md-button md-button-secondary small">
-                            <span>SSH fleets</span>
+                            <span>Learn more</span>
                             <span class="icon"><svg viewBox="0 0 13 10" xmlns="http://www.w3.org/2000/svg"><path d="M12.823 4.164L8.954.182a.592.592 0 0 0-.854 0 .635.635 0 0 0 0 .88l2.836 2.92H.604A.614.614 0 0 0 0 4.604c0 .344.27.622.604.622h10.332L8.1 8.146a.635.635 0 0 0 0 .88.594.594 0 0 0 .854 0l3.869-3.982a.635.635 0 0 0 0-.88z" fill-rule="nonzero" fill="currentColor" class="fill-main"></path></svg></span>
                         </a>
                     </p>
                 </div>
+
+                <div class="block large">
+                    <img src="https://dstack.ai/static-assets/static-assets/images/ssh-fleet.gif?raw=true"
+                        width="800" style="border-radius: 3px">
+                </div>
             </div>
         </div>
+
+        
         <div class="tx-landing__major_feature">
             <div class="section">
-                <div class="block margin">
-                    <h2>Launching containerized dev environments</h2>
+                <div class="block large margin">
+                    <img src="https://dstack.ai/static-assets/static-assets/images/dev-environment.gif?raw=true"
+                        width="800" style="border-radius: 3px">
+                </div>
+
+                <div class="block margin left">
+                    <h2>Dev environments</h2>
                     <p>
                         Before running training jobs or deploying model endpoints, ML engineers often experiment with
                         their code in a desktop IDE while using cloud or on-prem GPU machines.
@@ -246,28 +222,18 @@ <h2>Launching containerized dev environments</h2>
                     <p>
                         <a href="/docs/dev-environments" target="_blank"
                            class="md-button md-button-secondary small">
-                           <span>Dev environments</span>
+                           <span>Learn more</span>
                            <span class="icon"><svg viewBox="0 0 13 10" xmlns="http://www.w3.org/2000/svg"><path d="M12.823 4.164L8.954.182a.592.592 0 0 0-.854 0 .635.635 0 0 0 0 .88l2.836 2.92H.604A.614.614 0 0 0 0 4.604c0 .344.27.622.604.622h10.332L8.1 8.146a.635.635 0 0 0 0 .88.594.594 0 0 0 .854 0l3.869-3.982a.635.635 0 0 0 0-.88z" fill-rule="nonzero" fill="currentColor" class="fill-main"></path></svg></span>
                         </a>
                     </p>
                 </div>
-
-                <div class="block large">
-                    <img src="https://dstack.ai/static-assets/static-assets/images/dev-environment.gif?raw=true"
-                        width="800" style="border-radius: 3px">
-                </div>
             </div>
         </div>
 
         <div class="tx-landing__major_feature">
             <div class="section">
-                <div class="block large margin">
-                    <img src="https://dstack.ai/static-assets/static-assets/images/task.gif?raw=true"
-                        width="800" style="border-radius: 3px">
-                </div>
-
-                <div class="block margin">
-                    <h2>Scheduling jobs on clusters and single instances</h2>
+                <div class="block margin right">
+                    <h2>Tasks</h2>
 
                     <p>
                         Tasks simplify the process of scheduling jobs on either optimized clusters or individual
@@ -278,18 +244,28 @@ <h2>Scheduling jobs on clusters and single instances</h2>
                     <p>
                         <a href="/docs/concepts/tasks" target="_blank"
                             class="md-button md-button-secondary small">
-                            <span>Tasks</span>
+                            <span>Learn more</span>
                             <span class="icon"><svg viewBox="0 0 13 10" xmlns="http://www.w3.org/2000/svg"><path d="M12.823 4.164L8.954.182a.592.592 0 0 0-.854 0 .635.635 0 0 0 0 .88l2.836 2.92H.604A.614.614 0 0 0 0 4.604c0 .344.27.622.604.622h10.332L8.1 8.146a.635.635 0 0 0 0 .88.594.594 0 0 0 .854 0l3.869-3.982a.635.635 0 0 0 0-.88z" fill-rule="nonzero" fill="currentColor" class="fill-main"></path></svg></span>
                         </a>
                     </p>
                 </div>
+
+                <div class="block large">
+                    <img src="https://dstack.ai/static-assets/static-assets/images/task.gif?raw=true"
+                        width="800" style="border-radius: 3px">
+                </div>
             </div>
         </div>
 
         <div class="tx-landing__major_feature">
             <div class="section">
-                <div class="block margin">
-                    <h2>Deploying auto-scaling model endpoints</h2>
+                <div class="block large margin">
+                    <img src="https://dstack.ai/static-assets/static-assets/images/service.gif?raw=true"
+                        width="800" style="border-radius: 3px">
+                </div>
+
+                <div class="block margin left">
+                    <h2>Services</h2>
 
                     <p>
                         With <span class="highlight">dstack</span>, you can easily deploy any model as a secure,
@@ -300,22 +276,17 @@ <h2>Deploying auto-scaling model endpoints</h2>
                     <p>
                         <a href="/docs/concepts/services" target="_blank"
                             class="md-button md-button-secondary small">
-                            <span>Services</span>
+                            <span>Learn more</span>
                             <span class="icon"><svg viewBox="0 0 13 10" xmlns="http://www.w3.org/2000/svg"><path d="M12.823 4.164L8.954.182a.592.592 0 0 0-.854 0 .635.635 0 0 0 0 .88l2.836 2.92H.604A.614.614 0 0 0 0 4.604c0 .344.27.622.604.622h10.332L8.1 8.146a.635.635 0 0 0 0 .88.594.594 0 0 0 .854 0l3.869-3.982a.635.635 0 0 0 0-.88z" fill-rule="nonzero" fill="currentColor" class="fill-main"></path></svg></span>
                         </a>
                     </p>
                 </div>
-
-                <div class="block large">
-                    <img src="https://dstack.ai/static-assets/static-assets/images/service.gif?raw=true"
-                        width="800" style="border-radius: 3px">
-                </div>
             </div>
         </div>
 
         <div class="tx-landing__trusted_by">
             <div class="tx-landing__highlights_text">
-                <h2>Trusted by world-class ML teams</h2>
+                <h2>Loved by world-class ML teams</h2>
 
                 <div class="tx-landing__quotes_grid">
                     <div class="cell">
@@ -347,22 +318,6 @@ <h4>ML Engineer @Mobius Labs</h4>
                         </p>
                     </div>
 
-                    <!-- <div class="cell">
-                        <div class="photo">
-                            <img src="assets/images/quotes/spott.jpg"/>
-                        </div>
-                        <h3>Andrew Spott</h3>
-
-                        <h4>ML Engineer @Stealth</h4>
-
-                        <p>
-                            Thanks to <span class="highlight">dstack</span>, I get the convenience of having a personal
-                            Slurm cluster
-                            and using budget-friendly cloud GPUs, without paying the super-high premiums charged by the
-                            big three.
-                        </p>
-                    </div> -->
-
                     <div class="cell">
                         <div class="photo">
                             <img src="assets/images/quotes/alvarobartt.jpg"/>
@@ -435,29 +390,29 @@ <h4>Co-Founder @CUDO Compute</h4>
         <br><br><br>
 
         <div class="tx-landing__highlights_text">
-            <h2>Get started in under a minute</h2>
+            <h2>Get started in minutes</h2>
         </div>
 
         <div class="tx-landing__major_feature">
             <div class="section">
-                <div class="block margin">
-                    <p>Install <span class="highlight">dstack</span> on your laptop via <span class="highlight">pip</span>
+                <div class="block margin right">
+                    <p>Install <span class="highlight">dstack</span> on your laptop via <span class="highlight">uv</span>
                         and start it using the CLI, or deploy it anywhere with the <span class="highlight">dstackai/dstack</span> Docker image.</p>
 
-                    <p>Configure the <span class="highlight">dstack</span> server with cloud accounts or connect it to on-prem clusters once it's running.</p>
+                    <p>Set up backends or SSH fleets, then add your team.</p>
 
                     <p>
-                        <a href="/docs/quickstart"
-                           class="md-button md-button--primary"
-                            style="min-width: 225px; margin-right: 10px">
-                            <span>Get started</span>
-                            <!--<span class="icon"><svg viewBox="0 0 13 10" xmlns="http://www.w3.org/2000/svg"><path d="M12.823 4.164L8.954.182a.592.592 0 0 0-.854 0 .635.635 0 0 0 0 .88l2.836 2.92H.604A.614.614 0 0 0 0 4.604c0 .344.27.622.604.622h10.332L8.1 8.146a.635.635 0 0 0 0 .88.594.594 0 0 0 .854 0l3.869-3.982a.635.635 0 0 0 0-.88z" fill-rule="nonzero" fill="currentColor" class="fill-main"></path></svg></span>-->
+                        <a href="/docs/installation"
+                           class="md-button md-button--primary small"
+                            style="margin-right: 10px">
+                            <span>Installation</span>
+                            <span class="icon"><svg viewBox="0 0 13 10" xmlns="http://www.w3.org/2000/svg"><path d="M12.823 4.164L8.954.182a.592.592 0 0 0-.854 0 .635.635 0 0 0 0 .88l2.836 2.92H.604A.614.614 0 0 0 0 4.604c0 .344.27.622.604.622h10.332L8.1 8.146a.635.635 0 0 0 0 .88.594.594 0 0 0 .854 0l3.869-3.982a.635.635 0 0 0 0-.88z" fill-rule="nonzero" fill="currentColor" class="fill-main"></path></svg></span>
                         </a>
 
-                        <!-- <a href="/docs/" class="md-button md-button-secondary"
-                           style="min-width: 225px">
-                            Documentation
-                        </a> -->
+                        <a href="/docs/" class="md-button md-button-secondary small"
+                           style="">
+                            Quickstart
+                        </a>
                     </p>
                 </div>
 
@@ -554,7 +509,7 @@ <h2>FAQ</h2>
             </div>
         </div>
 
-        <div>
+        <!-- <div>
             <p>
                 Have questions, or need help?
                 <br>
@@ -567,7 +522,7 @@ <h2>FAQ</h2>
                     Discord
                 </a>
             </p>
-        </div>
+        </div> -->
 
         <br><br><br>
 
@@ -585,7 +540,7 @@ <h2>dstack Enterprise</h2>
                         <div>
                             <a href="https://calendly.com/dstackai/discovery-call" target="_blank"
                                 class="md-button md-button-secondary external small">
-                                <span>Reqeust a trial</span>
+                                <span>Book a demo</span>
                             </a>
                         </div>
                     </div>
diff --git a/docs/overrides/main.html b/docs/overrides/main.html
index d78c2f0c25..4a74fb3a8a 100644
--- a/docs/overrides/main.html
+++ b/docs/overrides/main.html
@@ -108,11 +108,11 @@
                     &lt;!&ndash;<a class="tx-footer__section-link" href="javascript:void(0)" onclick="$crisp.push(['do', 'chat:show'])">Open chat</a>&ndash;&gt;
                 </div>-->
 
-                <div class="tx-footer__section">
+              <div class="tx-footer__section">
                     <div class="tx-footer__section-title">Resources</div>
                     <a href="/docs" class="tx-footer__section-link">Documentation</a>
                     <a href="/blog" class="tx-footer__section-link">Blog</a>
-                    <a href="https://github.com/dstackai/dstack/releases" target="_blank" class="tx-footer__section-link external">Releases</a>
+                    <a href="https://github.com/dstackai/dstack/releases" target="_blank" class="tx-footer__section-link external">Changelog</a>
                 </div>
 
                 <div class="tx-footer__section">
@@ -121,21 +121,13 @@
                     <a href="/examples#distributed-training" class="tx-footer__section-link">Distributed training</a>
                     <a href="/examples#clusters" class="tx-footer__section-link">Clusters</a>
                     <a href="/examples#inference" class="tx-footer__section-link">Inference</a>
-                    <a href="/examples#accelerators" class="tx-footer__section-link">Accelerators</a>
+                    <!-- <a href="/examples#accelerators" class="tx-footer__section-link">Accelerators</a> -->
                     <!-- <a href="/examples#misc" class="tx-footer__section-link">Misc</a> -->
                 </div>
 
-                <div class="tx-footer__section">
-                    <div class="tx-footer__section-title">Community</div>
-                    <a href="https://github.com/dstackai/dstack/" target="_blank" class="tx-footer__section-link external">GitHub</a>
-                    <a href="https://discord.gg/u8SmfwPpMd" target="_blank" class="tx-footer__section-link external">Discord</a>
-                    <a href="https://github.com/dstackai/dstack/blob/master/CONTRIBUTING.md" target="_blank" class="tx-footer__section-link external">Contributing</a>
-                    <!--<a href="/developers#ambassador-program" class="tx-footer__section-link">Ambassador program</a>-->
-                </div>
-
                 <div class="tx-footer__section">
                     <div class="tx-footer__section-title">Company</div>
-                    <a href="https://calendly.com/dstackai/discovery-call" target="_blank" class="tx-footer__section-link external">Talk to an expert</a>
+                    <a href="https://calendly.com/dstackai/discovery-call" target="_blank" class="tx-footer__section-link external">Book a demo</a>
                     <!-- <a href="/partners" class="tx-footer__section-link">Partners</a> -->
                     <a href="/terms" class="tx-footer__section-link">Terms</a>
                     <a href="/privacy" class="tx-footer__section-link">Privacy</a>
diff --git a/mkdocs.yml b/mkdocs.yml
index 2f2b7b4d06..ba7fd8a29d 100644
--- a/mkdocs.yml
+++ b/mkdocs.yml
@@ -191,10 +191,10 @@ extra:
     provider: google
     property: G-JX21114P7B
   social:
-    - icon: /fontawesome/brands/python
-      link: https://pypi.org/project/dstack
-    - icon: /fontawesome/brands/docker
-      link: https://hub.docker.com/r/dstackai/dstack
+    # - icon: /fontawesome/brands/python
+    #   link: https://pypi.org/project/dstack
+    # - icon: /fontawesome/brands/docker
+    #   link: https://hub.docker.com/r/dstackai/dstack
     - icon: /fontawesome/brands/github
       link: https://github.com/dstackai/dstack
     - icon: /fontawesome/brands/discord
@@ -286,8 +286,8 @@ nav:
         - TPU: examples/accelerators/tpu/index.md
         - Intel Gaudi: examples/accelerators/intel/index.md
         - Tenstorrent: examples/accelerators/tenstorrent/index.md
-    - Misc:
-        - Docker Compose: examples/misc/docker-compose/index.md
+#    - Misc:
+#        - Docker Compose: examples/misc/docker-compose/index.md
 #  - Community: community.md
 #  - Partners: partners.md
   - Blog: