fix: allow paperless direct LLM access, bypass gateway JWT

- Add paperless namespace to llm-serving NetworkPolicy ingress
- Point paperless-ai CUSTOM_BASE_URL to reasoning-predictor directly
- Gateway JWT auth not yet available for service accounts
- paperless-ai-agent has llm:inference role in Authentik

k8s/apps/llm-serving/networkpolicy.yaml

@@ -52,6 +52,20 @@ spec:
           port: 8080
         - protocol: TCP
           port: 9000
+    # Allow from paperless namespace (paperless-ai auto-tagging)
+    # Bypasses gateway until service-account JWT token exchange is implemented.
+    # paperless-ai-agent has llm:inference role in Authentik.
+    - from:
+        - namespaceSelector:
+            matchLabels:
+              kubernetes.io/metadata.name: paperless
+      ports:
+        - protocol: TCP
+          port: 8080
+        - protocol: TCP
+          port: 80
+        - protocol: TCP
+          port: 8000
     # Allow intra-namespace (pod-to-pod within llm-serving)
     - from:
         - podSelector:

k8s/apps/paperless/paperless-ai.yaml

@@ -39,7 +39,7 @@ spec:
             - name: AI_PROVIDER
               value: "custom"
             - name: CUSTOM_BASE_URL
-              value: "http://api-gateway.api.svc.cluster.local:8080/v1"
+              value: "http://reasoning-predictor.llm-serving.svc.cluster.local:80/v1"
             - name: CUSTOM_API_KEY
               value: "not-required"
             - name: CUSTOM_MODEL

k8s/infra/cluster-maintenance/stale-job-cleanup.yaml

@@ -1,12 +1,12 @@
 # Cluster-wide cleanup of stale failed/completed Jobs and Pods.
-# Runs daily at 04:00 UTC. Deletes:
+# Runs every 2 minutes. Deletes:
-#   - Failed Jobs older than 24h (any namespace)
+#   - Failed Jobs older than 2m (any namespace)
-#   - Completed Jobs older than 72h with no owning CronJob
+#   - Completed standalone Jobs older than 2m with no owning CronJob
-#   - Orphan pods in Error/Failed/Evicted state older than 1h
+#   - Orphan pods in Error/Failed/Evicted/Completed state older than 2m
 #
 # CronJob-owned Jobs are managed by failedJobsHistoryLimit/successfulJobsHistoryLimit,
-# but standalone Jobs (helm hooks, one-off runs, longhorn maintenance) have no TTL
+# but standalone Jobs (helm hooks, one-off runs, CI TaskRuns) have no TTL
-# and linger forever.
+# and linger forever. Aggressive schedule keeps the cluster clean.
 
 apiVersion: v1
 kind: ServiceAccount
@@ -47,7 +47,7 @@ metadata:
   labels:
     app: stale-job-cleanup
 spec:
-  schedule: "0 4 * * *"
+  schedule: "*/2 * * * *"
   concurrencyPolicy: Forbid
   successfulJobsHistoryLimit: 3
   failedJobsHistoryLimit: 3
@@ -74,7 +74,9 @@ spec:
                   set -e
                   NOW=$(date +%s)
 
-                  echo "=== Cleaning failed Jobs older than 24h ==="
+                  TTL=120  # 2 minutes in seconds
+
+                  echo "=== Cleaning failed Jobs older than 2m ==="
                   kubectl get jobs --all-namespaces -o json | \
                     jq -r '.items[] |
                       select(.status.conditions[]?.type == "Failed") |
@@ -82,15 +84,15 @@ spec:
                       "\(.metadata.namespace) \(.metadata.name) \(.status.startTime // .status.completionTime // .metadata.creationTimestamp)"' | \
                   while read -r NS NAME TS; do
                     JOB_EPOCH=$(date -d "$TS" +%s 2>/dev/null || echo 0)
-                    AGE_H=$(( (NOW - JOB_EPOCH) / 3600 ))
+                    AGE=$(( NOW - JOB_EPOCH ))
-                    if [ "$AGE_H" -ge 24 ]; then
+                    if [ "$AGE" -ge "$TTL" ]; then
-                      echo "[delete] $NS/$NAME (failed ${AGE_H}h ago)"
+                      echo "[delete] $NS/$NAME (failed ${AGE}s ago)"
                       kubectl delete job "$NAME" -n "$NS" --cascade=foreground 2>/dev/null || true
                     fi
                   done
 
                   echo ""
-                  echo "=== Cleaning completed standalone Jobs older than 72h ==="
+                  echo "=== Cleaning completed standalone Jobs older than 2m ==="
                   kubectl get jobs --all-namespaces -o json | \
                     jq -r '.items[] |
                       select(.status.succeeded >= 1) |
@@ -98,20 +100,20 @@ spec:
                       "\(.metadata.namespace) \(.metadata.name) \(.status.completionTime // .metadata.creationTimestamp)"' | \
                   while read -r NS NAME TS; do
                     JOB_EPOCH=$(date -d "$TS" +%s 2>/dev/null || echo 0)
-                    AGE_H=$(( (NOW - JOB_EPOCH) / 3600 ))
+                    AGE=$(( NOW - JOB_EPOCH ))
-                    if [ "$AGE_H" -ge 72 ]; then
+                    if [ "$AGE" -ge "$TTL" ]; then
-                      echo "[delete] $NS/$NAME (completed ${AGE_H}h ago, no owner)"
+                      echo "[delete] $NS/$NAME (completed ${AGE}s ago, no owner)"
                       kubectl delete job "$NAME" -n "$NS" --cascade=foreground 2>/dev/null || true
                     fi
                   done
 
                   echo ""
-                  echo "=== Cleaning orphan Error/Failed/Evicted pods older than 1h ==="
+                  echo "=== Cleaning orphan Error/Failed/Evicted/Completed pods older than 2m ==="
-                  # Evicted pods show as Failed with reason Evicted
                   kubectl get pods --all-namespaces -o json | \
                     jq -r '.items[] |
                       select(
                         .status.phase == "Failed" or
+                        .status.phase == "Succeeded" or
                         (.status.reason // "") == "Evicted" or
                         (.status.containerStatuses // [] | any(.state.terminated.reason == "Error"))
                       ) |
@@ -119,9 +121,9 @@ spec:
                       "\(.metadata.namespace) \(.metadata.name) \(.metadata.creationTimestamp)"' | \
                   while read -r NS NAME TS; do
                     POD_EPOCH=$(date -d "$TS" +%s 2>/dev/null || echo 0)
-                    AGE_H=$(( (NOW - POD_EPOCH) / 3600 ))
+                    AGE=$(( NOW - POD_EPOCH ))
-                    if [ "$AGE_H" -ge 1 ]; then
+                    if [ "$AGE" -ge "$TTL" ]; then
-                      echo "[delete] $NS/$NAME (error/evicted ${AGE_H}h ago)"
+                      echo "[delete] $NS/$NAME (stale ${AGE}s ago)"
                       kubectl delete pod "$NAME" -n "$NS" --force 2>/dev/null || true
                     fi
                   done