fix(agent-pod): remote tui session for multi-agent

k8s/argocd/apps/10-storage-observability.yaml

@@ -72,6 +72,14 @@ spec:
   destination:
     server: https://kubernetes.default.svc
     namespace: longhorn-system
+  # Longhorn writes disk state back into its own Node CRs — the disk key it
+  # generates, storageReserved, diskType, evictionRequested. Git declares only
+  # allowScheduling; without this the controller's writes read as drift forever.
+  ignoreDifferences:
+    - group: longhorn.io
+      kind: Node
+      jsonPointers:
+        - /spec/disks
   syncPolicy:
     automated:
       prune: true

k8s/argocd/apps/56-llm-serving.yaml

@@ -0,0 +1,58 @@
+# Wave 6 — the model servers behind api.riotpiao.com (namespace `llm-serving`).
+#
+# Syncs before wave 7 (Kong), so the predictor Services exist before the routes
+# that point at them. KServe itself is part of the substrate; this Application
+# owns only the InferenceServices.
+#
+# Adopted from live state on 2026-08-15. These five had been `kubectl apply`-ed
+# by hand — no ArgoCD ownership, present in no repo — so every change to them
+# was drift by definition. Each manifest was exported from the cluster and
+# verified with `kubectl diff` returning empty before this file existed; the
+# first sync therefore adopted them without restarting anything.
+apiVersion: argoproj.io/v1alpha1
+kind: Application
+metadata:
+  name: llm-serving
+  namespace: argocd
+  annotations:
+    argocd.argoproj.io/sync-wave: "6"
+spec:
+  project: homelab
+  revisionHistoryLimit: 3
+  source:
+    repoURL: https://github.com/Riotpiaole/riotpiao.homelab.com.git
+    targetRevision: main
+    path: k8s/apps/llm-serving
+  destination:
+    server: https://kubernetes.default.svc
+    namespace: llm-serving
+  syncPolicy:
+    automated:
+      # `prune: false` here, unlike every other Application in this repo, and it
+      # is not an oversight.
+      #
+      # ArgoCD tracks ownership with the `argocd.argoproj.io/instance` label
+      # (argocd-cm `application.instanceLabelKey`). KServe copies an
+      # InferenceService's labels onto the Deployment and Service it generates —
+      # visible today as `app.kubernetes.io/name` and `part-of` on
+      # `ornith-predictor`. So once ArgoCD labels an InferenceService, KServe
+      # propagates that tracking label to children that are not in git, ArgoCD
+      # reads them as extraneous, prunes them, and KServe recreates them. That
+      # loop churns GPU pods.
+      #
+      # Deleting an InferenceService therefore means deleting the file AND
+      # removing the object, rather than relying on prune.
+      prune: false
+      selfHeal: true
+    syncOptions:
+      - CreateNamespace=true
+      # KServe CRDs are large; server-side apply avoids the
+      # "metadata.annotations: Too long" failure client-side apply hits, and is
+      # the correct mode for adopting objects an operator also writes to.
+      - ServerSideApply=true
+    retry:
+      limit: 3
+      backoff:
+        duration: 10s
+        factor: 2
+        maxDuration: 3m

k8s/argocd/apps/60-applications.yaml

@@ -84,6 +84,29 @@ spec:
     syncOptions:
       - CreateNamespace=true
 ---
+apiVersion: argoproj.io/v1alpha1
+kind: Application
+metadata:
+  name: agent-pod
+  namespace: argocd
+  annotations:
+    argocd.argoproj.io/sync-wave: "8"
+spec:
+  project: homelab
+  source:
+    repoURL: https://github.com/Riotpiaole/riotpiao.homelab.com.git
+    targetRevision: main
+    path: k8s/apps/agent-pod
+  destination:
+    server: https://kubernetes.default.svc
+    namespace: agent-pod
+  syncPolicy:
+    automated:
+      prune: true
+      selfHeal: true
+    syncOptions:
+      - CreateNamespace=true
+---
 # iMessage/SMS delivery. Raw manifests: a privileged macOS VM (Docker-OSX)
 # running the BlueBubbles server, plus its dedicated local StorageClass.
 #

k8s/argocd/secrets/agent-pod-models.enc.yaml

@@ -0,0 +1,23 @@
+apiVersion: ENC[AES256_GCM,data:zdc=,iv:VvjvrS5PVNAMIaOE0LaWU+tHcUIYVQDnCANQz6myktY=,tag:xGyWDhRCwwiNny7hPllf5g==,type:str]
+kind: ENC[AES256_GCM,data:2bf5Zfy8,iv:5Oz423GzUWmgdaaZHbrtedwRHIAPIuLh4iDMieLL05s=,tag:GNW1ROjlzGvO/4tIOSuH3Q==,type:str]
+metadata:
+    name: ENC[AES256_GCM,data:7RO0Qxkc+/sA,iv:wKe9A8d7QJSx/6rlEY5H6lU8V24TJqr5IpXQCBc8QgM=,tag:iF6z1MNEXG3pCz2cQ18gLg==,type:str]
+    namespace: ENC[AES256_GCM,data:RcduxHHLtjH9,iv:opOVx1lL2ltDqQgsleN7NdMAq0TyFr/YQO3FFsHh5AA=,tag:fIwO31apqIatRRzBvamw6g==,type:str]
+type: ENC[AES256_GCM,data:C+JjyZt5,iv:xs49Lz6zRzcf3spiPzdUKTm2HZ+VgFahN6wjIe81JI4=,tag:VllJ54MqU+klA8xAIebjrA==,type:str]
+stringData:
+    models.json: ENC[AES256_GCM,data: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,iv:8Z39eWukGSMePh/3Dj35e6Zahejil+eeMSqwMYf3snI=,tag:FyBg1y0IQEg/m0mgpf1ESg==,type:str]
+sops:
+    age:
+        - enc: |
+            -----BEGIN AGE ENCRYPTED FILE-----
+            YWdlLWVuY3J5cHRpb24ub3JnL3YxCi0+IFgyNTUxOSBBZzB5REh6amhCNzRmY0ta
+            MkN3Y0ZlR29lQ3h2SWo3cW5CUThkL2RnU1NVCmt2ZkhIZTlHN1RQRkFrTjVvbjVw
+            RGRrTXRoYmdQcnlMSEo3ZWsrZUQ5cHMKLS0tIGU2TGJqZDRxUGJpZzRveEtZankx
+            MzhrT1R2akxxby9QVzd1RXB0RDY1LzQKOF+/e5z5lPX6Y1sMTAHuDj3YqW1m+sBd
+            u/0R0YnBonYM3wS5nJE3NZMkImaAdQlUjOzQepfBldG+lz++rlnAww==
+            -----END AGE ENCRYPTED FILE-----
+          recipient: age1e5fq3hwxy78psus2nfvmtmua36g0u3suk78ephw6246l974d2utsvn0hla
+    lastmodified: "2026-08-18T20:06:08Z"
+    mac: ENC[AES256_GCM,data:IM9HkpdwtQE2wCkjwDWOmHH4uP7TlIsrK4TVytiecvYz4SiLk6IRUSIu7I3a+F+dtltC2WtokoATaB69DTXPoI54amzzptirxiFD5FbaU+u2gLjo7KI7V0smYGuKqMYwnod2L/4GdlvP6xjVxFWuA01rQRaYBkFSumS4NABl/I4=,iv:al1MyBmFwni8gap7PPZxWaCwqFKCicfPq6nVmrSn9Xc=,tag:KJGTDQ8xRGF8qMOjoQ+dng==,type:str]
+    unencrypted_suffix: _unencrypted
+    version: 3.13.2

k8s/argocd/secrets/agent-pod-ssh-key.enc.yaml

@@ -0,0 +1,23 @@
+apiVersion: ENC[AES256_GCM,data:seY=,iv:1q2bg1QBNDDQPYNu1S08MZ+Ix8WLthxObsrqTMJEVhY=,tag:OMh/stn4vVScOEAyviuurw==,type:str]
+kind: ENC[AES256_GCM,data:QwqgPMrm,iv:tv6rUcezEgQigvHVw05Mevt6BHDD5AARuoUmQpry3AU=,tag:m9RLNezJsLYGSRWnozfkoQ==,type:str]
+metadata:
+    name: ENC[AES256_GCM,data:ZJtohnEDN2NBFrEhhvGuw4s=,iv:SU5LuA3Lqjh+q7nVxeVVtzeXiOxxVserNno5c7b47lM=,tag:YLprEk7oVjVsIDVANWDPrQ==,type:str]
+    namespace: ENC[AES256_GCM,data:LieEC+YWJzq+,iv:U00VXejzlpgOYS7Yxix/MnEW0PEvmwOuOXMUi2CWIps=,tag:QvFYZIexWhyvBYTruGMifQ==,type:str]
+type: ENC[AES256_GCM,data:U41EbP+H,iv:CKDqec0jfVtbOtEyqQpV9CHJNCwhneYi0wqK8QU2vnY=,tag:CSJ04pkPslevQrpSjhXNHw==,type:str]
+stringData:
+    id_forgejo: ENC[AES256_GCM,data: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,iv:1aX4E+R1oFMm9eI1RENFIYCoatX8BdHo6PhrEGq3rtg=,tag:nwniLOOmpYd3Z6R92SvB3Q==,type:str]
+sops:
+    age:
+        - enc: |
+            -----BEGIN AGE ENCRYPTED FILE-----
+            YWdlLWVuY3J5cHRpb24ub3JnL3YxCi0+IFgyNTUxOSBvRmtrdkpMOVhRdTVucVlr
+            QmlENGdDN2J1MUczSmRhNUpwYlBjWXhqbERzCnpLRFl1bVVtSFE3L1l4T3Rwd2ZQ
+            Z1MxTzJYZWovMmd2RTA3RFJVdVRRTEUKLS0tIDFQWHh2dmQxU1FUZnUxalhTdEd3
+            c3dUVzg2L2VOWFlmUG9XdFNWN2RvQkkKYqSmFMkDV/T7AOjKYQNJW85gUzFraRre
+            GhwAuPJ9oNQAhSRa5z2p6ghoUplSXtNZ6H2OzETRfOc4N2cHLljW/Q==
+            -----END AGE ENCRYPTED FILE-----
+          recipient: age1e5fq3hwxy78psus2nfvmtmua36g0u3suk78ephw6246l974d2utsvn0hla
+    lastmodified: "2026-08-18T04:18:28Z"
+    mac: ENC[AES256_GCM,data:ScGMBQqGm31fWDZurmlmk+rnlvyaQkalUcJ6ds/U5JJ2niTf7Llbruuqt2EzMQO09fT2kQqAIYr4cF61Czip6rDhpG8I3H3lBc2mOqUXbeCFyRL6mRpVYPOgkSzgyfXUfe8T++54UhQ0Clv/8Z4XB48oTs9detkUDzAfxP4azRE=,iv:edhsVviyjAm48Blm5CEQ0PBhcWVX97xi2hEbgDX9Dpg=,tag:Xnn85E99LibtB/LWwi5wcA==,type:str]
+    unencrypted_suffix: _unencrypted
+    version: 3.13.2

k8s/argocd/secrets/model-invoke-apikey.enc.yaml

@@ -0,0 +1,25 @@
+apiVersion: ENC[AES256_GCM,data:894=,iv:Swg6ADUgmrqwz7wqAZHip9/qwFu0Rn8S2Lx4gBH8LJM=,tag:zbv0tFfRLtwFxBfpsuLt8A==,type:str]
+kind: ENC[AES256_GCM,data:jzVtJHYw,iv:ToZ0orfJqfGF/OnAPeYu/g2f4fXAMOZQDkA1+tmIccs=,tag:pi2skbwIU8qOQVEC86MdAA==,type:str]
+metadata:
+    name: ENC[AES256_GCM,data:t7zCeZLvAEbkJqUjWi26yD6UDA==,iv:MS1gq/bwKZdLA1itVDtsrdSOfI7e2CrhjvX5yhs0eQA=,tag:lC1gcoFMI5nfzC56U1WXrg==,type:str]
+    namespace: ENC[AES256_GCM,data:tp+d,iv:gnlet/60mgbSWLXEQpSlcWD98ky7NvlNCzGLTMys0JQ=,tag:PQYj9UeA50YenQESTCl7lg==,type:str]
+    labels:
+        konghq.com/credential: ENC[AES256_GCM,data:SOqQ9bLGLK0=,iv:a7En49UhRDwgHbv5NRB/XilEYIKQdaDqKH86WDrJB5I=,tag:JaDZ6Ko8ovY6AZ1hW9YMGQ==,type:str]
+type: ENC[AES256_GCM,data:r1K5gvop,iv:Gjv4oG2Unyql5rY9RTTljFqyd28xI81CDWtpavuuW5E=,tag:jF8lBs3AQwHPVEu9V+mONw==,type:str]
+stringData:
+    key: ENC[AES256_GCM,data:pm9GmSvX5MAsXO/e6ZcI4NF1Hwr3qjG6LaEEjvV0ihvSWhO23drlAEsrTtzppqgDZbMORf+5+P53mXU=,iv:5AbHNKeiMPoFQP/qTKdA0vEoYPzuaf4kIdGGcMSmfIQ=,tag:LD5w7XK+hiCS5D410+nCfQ==,type:str]
+sops:
+    age:
+        - enc: |
+            -----BEGIN AGE ENCRYPTED FILE-----
+            YWdlLWVuY3J5cHRpb24ub3JnL3YxCi0+IFgyNTUxOSBUTmoxQkpuYUp5UlRQMkph
+            a0RaazdvaU5sWkNuL2gvVjlUYXVWV0dUWVVRClZhWDZCN2hpS2hnOG9Pck9zOTkx
+            RGNGMEI3RHpNbzVaaWNGcTNSSEdzZHMKLS0tIFZERnVJWUpreUh3TTlwbGw0dUx4
+            MGlCSkxuWWVEK2RaSDZPUzhNSUlCa28KHN0IsgQc/kBqmjQ6+4sgfb9PJy/45MwN
+            rXaLJ1htpqPZ9MJ8iOukRi0IKnKgQWXsoZengIxGmcOnEctpoH/kyQ==
+            -----END AGE ENCRYPTED FILE-----
+          recipient: age1e5fq3hwxy78psus2nfvmtmua36g0u3suk78ephw6246l974d2utsvn0hla
+    lastmodified: "2026-08-14T01:07:50Z"
+    mac: ENC[AES256_GCM,data:nY+YVwU1GuK8Yz+EZOQKkZKN28tm2L8afflc6hsgVFCFmsep5kVT+zId7AgemvQ+qnrho5N5nqxY2knB0gusFfWNKF3V5A5GBq40WtZCMaAtcwhJSex4kK7ZyaZD6oWDW/RTUumSrivSowkWlqt1XlDKyFLqSlpWQTd7JiGmUv8=,iv:zE8+B5UVYSuuAGYyvXsAwp1N/4vGduCoGyEMCNNEUnM=,tag:6RcrjneV2dOzhmoQi+5HsA==,type:str]
+    unencrypted_suffix: _unencrypted
+    version: 3.13.2

k8s/argocd/secrets/secret-generator.yaml

@@ -7,6 +7,8 @@ metadata:
       exec:
         path: ksops
 files:
+  - agent-pod-models.enc.yaml
+  - agent-pod-ssh-key.enc.yaml
   - authentik-secrets.enc.yaml
   - cloudflare-secrets.enc.yaml
   - forgejo-runner-token.enc.yaml
@@ -18,6 +20,7 @@ files:
   - homarr-secrets.enc.yaml
   - homelab-ca-secrets.enc.yaml
   - loki-secrets.enc.yaml
+  - model-invoke-apikey.enc.yaml
   - minio-secrets.enc.yaml
   - vault-secrets.enc.yaml
   - vault-unseal-keys.enc.yaml