diff --git a/infra/k8s/gitlab/runner-rl-values.yaml b/infra/k8s/gitlab/runner-rl-values.yaml
index 5fafb3c8e..8a81ed7da 100644
--- a/infra/k8s/gitlab/runner-rl-values.yaml
+++ b/infra/k8s/gitlab/runner-rl-values.yaml
@@ -34,10 +34,11 @@ runners:
         image = "rust:1.89-slim"
         privileged = false
         node_selector_overwrite_allowed = ".*"
-        cpu_request_overwrite_max_allowed = "4000m"
-        cpu_limit_overwrite_max_allowed = "4000m"
-        memory_request_overwrite_max_allowed = "16Gi"
-        memory_limit_overwrite_max_allowed = "16Gi"
+        # Hyperopt RL jobs need 6000m CPU + 20Gi mem (PSO parallel trials on L4 8 vCPU)
+        cpu_request_overwrite_max_allowed = "8000m"
+        cpu_limit_overwrite_max_allowed = "8000m"
+        memory_request_overwrite_max_allowed = "24Gi"
+        memory_limit_overwrite_max_allowed = "24Gi"
         poll_timeout = 600
         # Allow CI jobs to override runtimeClassName via KUBERNETES_RUNTIME_CLASS_NAME
         runtime_class_name_overwrite_allowed = ".*"
diff --git a/infra/k8s/monitoring/tempo.yaml b/infra/k8s/monitoring/tempo.yaml
index d4f2dc764..8f4948f61 100644
--- a/infra/k8s/monitoring/tempo.yaml
+++ b/infra/k8s/monitoring/tempo.yaml
@@ -77,10 +77,10 @@ spec:
           resources:
             requests:
               cpu: 100m
-              memory: 128Mi
+              memory: 256Mi
             limits:
               cpu: 500m
-              memory: 512Mi
+              memory: 1Gi
           readinessProbe:
             httpGet:
               path: /ready