diff --git a/.changes/unreleased/Changed-20260726-120000.yaml b/.changes/unreleased/Changed-20260726-120000.yaml
new file mode 100644
index 0000000..ce74790
--- /dev/null
+++ b/.changes/unreleased/Changed-20260726-120000.yaml
@@ -0,0 +1,5 @@
+kind: Changed
+body: Move Usage section from README to USAGE.md and bump install snippet to v0.1.1.
+custom:
+  Issue: "12"
+  Author: SiorMeir
diff --git a/README.md b/README.md
index 213fb45..4ddb422 100644
--- a/README.md
+++ b/README.md
@@ -1,17 +1,13 @@
 
 
 # KAI Scheduler API
-
 > [!WARNING]
->  🚧 **Work in progress** 🚧
-> 
-> This module is still under active development 🛠️.
-> 
-> APIs may change without notice, and it is not yet recommended for direct production use ⚠️.
-> 
+> 🚧 **Work in progress** 🚧
+>
+> This module is still under active development. APIs may change without notice and direct production use is not yet recommended.
+>
 > For now, consume it through KAI Scheduler unless you are prepared to track breaking changes closely.
 
-
 Kubernetes API types and utilities for GPU-aware batch scheduling with KAI Scheduler.
 
 ## Overview
@@ -26,56 +22,12 @@ This module provides the API definitions, generated clients, and utilities for w
 ## Installation
 
 ```bash
-go get github.com/kai-scheduler/api@v0.1.0
+go get github.com/kai-scheduler/api@v0.1.1
 ```
 
 ## Usage
 
-### Working with Queue Resources
-
-```go
-import (
-    queuev2 "github.com/kai-scheduler/api/scheduling/v2"
-    "github.com/kai-scheduler/api/client/clientset/versioned"
-)
-
-// Create a clientset
-config, _ := rest.InClusterConfig()
-client, _ := versioned.NewForConfig(config)
-
-// List queues
-queues, _ := client.SchedulingV2().Queues().List(context.TODO(), metav1.ListOptions{})
-```
-
-### Working with PodGroups
-
-```go
-import (
-    podgroupv2alpha2 "github.com/kai-scheduler/api/scheduling/v2alpha2"
-    "github.com/kai-scheduler/api/utilities/podgroup"
-)
-
-// Calculate preemptibility from priority
-preemptibility := podgroup.CalculatePreemptibility("", int32(50))
-// Returns v2alpha2.Preemptible (priority < 100 = preemptible)
-```
-
-### GPU Resource Utilities
-
-```go
-import (
-    "github.com/kai-scheduler/api/utilities/resources"
-)
-
-// Check if pod requests GPU fractions
-if resources.RequestsGPUFraction(pod) {
-    fraction := resources.GetGPUFraction(pod)
-    memory := resources.GetGPUMemory(pod)
-}
-
-// Extract DRA GPU resources
-gpuResources, _ := resources.ExtractDRAGPUResources(ctx, pod, k8sClient)
-```
+See [USAGE.md](USAGE.md) for code examples covering Queue resources, PodGroups, and GPU utilities.
 
 ## CRD Manifests
 
diff --git a/USAGE.md b/USAGE.md
new file mode 100644
index 0000000..8faf893
--- /dev/null
+++ b/USAGE.md
@@ -0,0 +1,47 @@
+# Usage
+
+## Working with Queue Resources
+
+```go
+import (
+    queuev2 "github.com/kai-scheduler/api/scheduling/v2"
+    "github.com/kai-scheduler/api/client/clientset/versioned"
+)
+
+// Create a clientset
+config, _ := rest.InClusterConfig()
+client, _ := versioned.NewForConfig(config)
+
+// List queues
+queues, _ := client.SchedulingV2().Queues().List(context.TODO(), metav1.ListOptions{})
+```
+
+## Working with PodGroups
+
+```go
+import (
+    podgroupv2alpha2 "github.com/kai-scheduler/api/scheduling/v2alpha2"
+    "github.com/kai-scheduler/api/utilities/podgroup"
+)
+
+// Calculate preemptibility from priority
+preemptibility := podgroup.CalculatePreemptibility("", int32(50))
+// Returns v2alpha2.Preemptible (priority < 100 = preemptible)
+```
+
+## GPU Resource Utilities
+
+```go
+import (
+    "github.com/kai-scheduler/api/utilities/resources"
+)
+
+// Check if pod requests GPU fractions
+if resources.RequestsGPUFraction(pod) {
+    fraction := resources.GetGPUFraction(pod)
+    memory := resources.GetGPUMemory(pod)
+}
+
+// Extract DRA GPU resources
+gpuResources, _ := resources.ExtractDRAGPUResources(ctx, pod, k8sClient)
+```