diff --git a/components/use-cases/engineers/ExploreBlueprints.vue b/components/use-cases/engineers/ExploreBlueprints.vue
index 39c407a4f2..57b9bd26ff 100644
--- a/components/use-cases/engineers/ExploreBlueprints.vue
+++ b/components/use-cases/engineers/ExploreBlueprints.vue
@@ -34,13 +34,13 @@
   const config = useRuntimeConfig();
   const blueprints = ref([])
   const props = defineProps({
-    query: {
+    tag: {
       type: String,
-      required: true
-    },
+      required: false
+    }
   })
   const { data: blueprintsData } = await useAsyncData('blueprints', () => {
-    return $fetch(`${config.public.apiUrl}/blueprints?type=${props.query}`)
+    return $fetch(`${config.public.apiUrl}/blueprints?tags=${props.tag}`)
   });
   const {data: tags} = await useAsyncData('blueprints-tags', () => {
     return $fetch(`${config.public.apiUrl}/blueprints/tags`)
@@ -48,7 +48,7 @@
   const generateCardHref =async (blueprint) => {
     let tag = await tags.value.find(f => f?.id == blueprint.tags[0]);
     if (!tag || !tag.name) {
-        return `/blueprints/unknown/${blueprint.id}-${slugify(blueprint.title)}`; 
+        return `/blueprints/unknown/${blueprint.id}-${slugify(blueprint.title)}`;
     }
     return `/blueprints/${tag.name?.replace(' ', '-')}/${blueprint.id}-${slugify(blueprint.title)}`
   }
diff --git a/pages/use-cases/data-engineers.vue b/pages/use-cases/data-engineers.vue
index 34dd07dc48..857223eec1 100644
--- a/pages/use-cases/data-engineers.vue
+++ b/pages/use-cases/data-engineers.vue
@@ -18,7 +18,7 @@
             />
         </NuxtLazyHydrate>
         <NuxtLazyHydrate when-visible>
-            <UseCasesEngineersExploreBlueprints />
+            <UseCasesEngineersExploreBlueprints tag="55" />
         </NuxtLazyHydrate>
         <NuxtLazyHydrate when-visible>
             <UseCasesEngineersDataOrchestration
diff --git a/pages/use-cases/platform-engineers.vue b/pages/use-cases/platform-engineers.vue
index cfbaa8ac6c..8b4bc5858a 100644
--- a/pages/use-cases/platform-engineers.vue
+++ b/pages/use-cases/platform-engineers.vue
@@ -21,7 +21,7 @@
             />
         </NuxtLazyHydrate>
         <NuxtLazyHydrate when-visible>
-            <UseCasesEngineersExploreBlueprints />
+            <UseCasesEngineersExploreBlueprints tag="57" />
         </NuxtLazyHydrate>
         <NuxtLazyHydrate when-visible>
             <UseCasesEngineersDataOrchestration
diff --git a/pages/use-cases/software-engineers.vue b/pages/use-cases/software-engineers.vue
index 697946ada5..eb1ab7df29 100644
--- a/pages/use-cases/software-engineers.vue
+++ b/pages/use-cases/software-engineers.vue
@@ -21,7 +21,7 @@
             />
         </NuxtLazyHydrate>
         <NuxtLazyHydrate when-visible>
-            <UseCasesEngineersExploreBlueprints />
+            <UseCasesEngineersExploreBlueprints tag="56"/>
         </NuxtLazyHydrate>
         <NuxtLazyHydrate when-visible>
             <UseCasesEngineersDataOrchestration