diff --git a/agenta-web/src/components/pages/app-management/components/GetStartedSection.tsx b/agenta-web/src/components/pages/app-management/components/GetStartedSection.tsx
index 701ddf3342..985ee08b5e 100644
--- a/agenta-web/src/components/pages/app-management/components/GetStartedSection.tsx
+++ b/agenta-web/src/components/pages/app-management/components/GetStartedSection.tsx
@@ -84,7 +84,7 @@ const GetStartedSection = ({
                     <div className="flex items-center justify-between">
                         <Text>Create New Prompt</Text>
 
-                        <Tooltip title="Create New Prompt.">
+                        <Tooltip title="Create new prompt and edit it in the playground">
                             <Info size={16} />
                         </Tooltip>
                     </div>
@@ -98,7 +98,7 @@ const GetStartedSection = ({
                     <div className="flex items-center justify-between">
                         <Text>Set Up Tracing</Text>
 
-                        <Tooltip title="Set Up Tracing.">
+                        <Tooltip title="Start instrumenting your LLM application">
                             <Info size={16} />
                         </Tooltip>
                     </div>
@@ -112,7 +112,7 @@ const GetStartedSection = ({
                     <div className="flex items-center justify-between">
                         <Text>Create Custom Workflow</Text>
 
-                        <Tooltip title="Create Custom Workflow.">
+                        <Tooltip title="Create a playground for your custom workflows (RAG, agents..)">
                             <Info size={16} />
                         </Tooltip>
                     </div>
diff --git a/agenta-web/src/components/pages/app-management/components/HelpAndSupportSection.tsx b/agenta-web/src/components/pages/app-management/components/HelpAndSupportSection.tsx
index e1481ada46..6074687c7c 100644
--- a/agenta-web/src/components/pages/app-management/components/HelpAndSupportSection.tsx
+++ b/agenta-web/src/components/pages/app-management/components/HelpAndSupportSection.tsx
@@ -45,9 +45,13 @@ const HelpAndSupportSection = () => {
             </Space>
 
             <div className="flex items-center w-full gap-4">
-                <Link href="https://docs.agenta.ai/" target="_blank" className={classes.helperCard}>
+                <Link
+                    href="https://docs.agenta.ai/prompt-management/quick-start"
+                    target="_blank"
+                    className={classes.helperCard}
+                >
                     <Code size={24} />
-                    <Text>Learn how to create a prompt</Text>
+                    <Text>Learn how to manage prompts</Text>
                     <ArrowRight size={18} />
                 </Link>
                 <Link className={classes.helperCard} href="https://docs.agenta.ai/" target="_blank">
diff --git a/agenta-web/src/components/pages/app-management/modals/SetupTracingModal.tsx b/agenta-web/src/components/pages/app-management/modals/SetupTracingModal.tsx
index d6cfa39d6a..a5c719f640 100644
--- a/agenta-web/src/components/pages/app-management/modals/SetupTracingModal.tsx
+++ b/agenta-web/src/components/pages/app-management/modals/SetupTracingModal.tsx
@@ -317,7 +317,10 @@ print(response["choices"][0]["message"]["content"])`,
                         icon={<CloseOutlined />}
                     />
                     <Text>Set up tracing</Text>
-                    <Button>
+                    <Button
+                        target="_blank"
+                        href="https://docs.agenta.ai/observability/observability-sdk"
+                    >
                         <Play />
                         Tutorial
                     </Button>