feat(routing): 引入多执行池智能调度

将 Worker 发现、路由画像、容量与执行传输抽象为平台无关接口，新增 Kubernetes 和静态容量适配器，并以 shadow 模式接入生产配置。

实现网络与容量评分、路由防抖、池队列、同步 Worker 租约、一次性执行令牌，以及提交状态不明时禁止重复分配的安全语义。

新增 0105 兼容迁移、管理接口、指标、OpenAPI 和回归测试。已执行全量 Go 测试、go vet、OpenAPI、迁移安全、Compose 与 Kustomize 验证。

deploy/kubernetes/local-acceptance/local-config.yaml

@@ -44,6 +44,7 @@ data:
   AI_GATEWAY_WORKER_MIN_REPLICAS_HONGKONG: "1"
   AI_GATEWAY_WORKER_MAX_REPLICAS_NINGBO: "2"
   AI_GATEWAY_WORKER_MAX_REPLICAS_HONGKONG: "2"
+  AI_GATEWAY_CAPACITY_POOLS: '[{"id":"ningbo","adapterRef":"ningbo","bootstrapReplicas":1,"minReplicas":1,"maxReplicas":2},{"id":"hongkong","adapterRef":"hongkong","bootstrapReplicas":1,"minReplicas":1,"maxReplicas":2}]'
   AI_GATEWAY_WORKER_TARGET_OUTSTANDING_PER_REPLICA: "48"
   AI_GATEWAY_WORKER_SCALE_UP_WINDOW_SECONDS: "20"
   AI_GATEWAY_WORKER_SCALE_DOWN_STABILIZATION_SECONDS: "600"

deploy/kubernetes/production/application-config.yaml

@@ -47,10 +47,16 @@ data:
   AI_GATEWAY_ASYNC_WORKER_HARD_LIMIT: "48"
   AI_GATEWAY_ASYNC_WORKER_GLOBAL_HARD_LIMIT: "48"
   AI_GATEWAY_ASYNC_WORKER_REFRESH_INTERVAL_SECONDS: "5"
+  AI_GATEWAY_ROUTING_MODE: shadow
+  AI_GATEWAY_ROUTE_PROBE_ENABLED: "true"
+  AI_GATEWAY_ROUTE_PROBE_HOT_INTERVAL_SECONDS: "15"
+  AI_GATEWAY_ROUTE_PROBE_COLD_INTERVAL_SECONDS: "60"
+  AI_GATEWAY_ROUTE_PROBE_TIMEOUT_MS: "3000"
+  AI_GATEWAY_WORKER_ENDPOINT_ALLOW_PRIVATE: "true"
+  AI_GATEWAY_CAPACITY_ORCHESTRATOR_ADAPTER: kubernetes
+  AI_GATEWAY_CAPACITY_POOLS: >-
+    [{"id":"pool-cn-east-1","adapterRef":"ningbo","bootstrapReplicas":1,"minReplicas":1,"maxReplicas":1},{"id":"pool-hk-1","adapterRef":"hongkong","bootstrapReplicas":1,"minReplicas":1,"maxReplicas":1}]
   AI_GATEWAY_WORKER_AUTOSCALING_ENABLED: "false"
-  AI_GATEWAY_WORKER_REPLICAS_NINGBO: "1"
-  AI_GATEWAY_WORKER_MIN_REPLICAS_NINGBO: "1"
-  AI_GATEWAY_WORKER_MAX_REPLICAS_NINGBO: "1"
   AI_GATEWAY_WORKER_TARGET_OUTSTANDING_PER_REPLICA: "48"
   AI_GATEWAY_WORKER_SCALE_UP_WINDOW_SECONDS: "20"
   AI_GATEWAY_WORKER_SCALE_DOWN_STABILIZATION_SECONDS: "600"

deploy/kubernetes/production/application.yaml

@@ -94,6 +94,10 @@ spec:
               valueFrom:
                 fieldRef:
                   fieldPath: metadata.uid
+            - name: POD_IP
+              valueFrom:
+                fieldRef:
+                  fieldPath: status.podIP
             - name: EASYAI_SITE
               value: ningbo
           ports:
@@ -363,6 +367,10 @@ spec:
               valueFrom:
                 fieldRef:
                   fieldPath: metadata.uid
+            - name: POD_IP
+              valueFrom:
+                fieldRef:
+                  fieldPath: status.podIP
             - name: EASYAI_SITE
               value: hongkong
           ports:
@@ -540,8 +548,22 @@ spec:
               valueFrom:
                 fieldRef:
                   fieldPath: metadata.uid
-            - name: EASYAI_SITE
-              value: ningbo
+            - name: POD_IP
+              valueFrom:
+                fieldRef:
+                  fieldPath: status.podIP
+            - name: AI_GATEWAY_WORKER_ID
+              value: pool-cn-east-1-worker
+            - name: AI_GATEWAY_WORKER_ADVERTISE_ENDPOINT
+              value: http://$(POD_IP):8088
+            - name: AI_GATEWAY_ORCHESTRATOR_INSTANCE_REF
+              valueFrom:
+                fieldRef:
+                  fieldPath: metadata.name
+            - name: AI_GATEWAY_EXECUTION_POOL_ID
+              value: pool-cn-east-1
+            - name: AI_GATEWAY_EXECUTION_POOL_LABELS
+              value: '{"region":"cn-east","zone":"ningbo","provider":"self-hosted","egress_profile":"direct"}'
           ports:
             - name: health
               containerPort: 8088
@@ -717,8 +739,22 @@ spec:
               valueFrom:
                 fieldRef:
                   fieldPath: metadata.uid
-            - name: EASYAI_SITE
-              value: hongkong
+            - name: POD_IP
+              valueFrom:
+                fieldRef:
+                  fieldPath: status.podIP
+            - name: AI_GATEWAY_WORKER_ID
+              value: pool-hk-1-worker
+            - name: AI_GATEWAY_WORKER_ADVERTISE_ENDPOINT
+              value: http://$(POD_IP):8088
+            - name: AI_GATEWAY_ORCHESTRATOR_INSTANCE_REF
+              valueFrom:
+                fieldRef:
+                  fieldPath: metadata.name
+            - name: AI_GATEWAY_EXECUTION_POOL_ID
+              value: pool-hk-1
+            - name: AI_GATEWAY_EXECUTION_POOL_LABELS
+              value: '{"region":"ap-east","zone":"hongkong","provider":"self-hosted","egress_profile":"direct"}'
             - name: AI_GATEWAY_PLATFORM_PROXY_BYPASS_IDS
               value: 99372d7c-f2a4-472a-987f-30cb76c7962c
           ports: