diff --git a/examples/gateway/gcp/README.md b/examples/gateway/gcp/README.md
index 99d7ca631..4bbc2d7f4 100644
--- a/examples/gateway/gcp/README.md
+++ b/examples/gateway/gcp/README.md
@@ -1,18 +1,17 @@
 # Claude Gateway on Google Cloud
 
-Reference deployment artifacts for running Claude Gateway on GCP with Vertex AI
-as the upstream: Cloud Run or GKE, Cloud SQL for PostgreSQL, Secret Manager, and
-service-account auth to Vertex AI.
+Reference deployment artifacts for running Claude Gateway on GCP with Agent
+Platform (formerly Vertex AI) as the upstream: Cloud Run or GKE, Cloud SQL for
+PostgreSQL, Secret Manager, and service-account auth to Agent Platform.
 
 These files are provided as a working example rather than a supported production
 deployment. Adapt them to your own environment.
 
 - **Walkthrough**: https://code.claude.com/docs/en/claude-apps-gateway-on-gcp
-- **Public mirror**: https://github.com/anthropics/claude-code/tree/main/examples/gateway/gcp
 
 | File | Purpose |
 |---|---|
 | `setup.sh` | Scripts the walkthrough end to end via `gcloud` |
 | `Dockerfile` | Runtime image for the `claude gateway` binary |
-| `gateway.yaml.example` | Gateway config template, GCP-shaped (Vertex upstream, Google Workspace IdP) |
+| `gateway.yaml.example` | Gateway config template, GCP-shaped (Agent Platform upstream, Google Workspace IdP) |
 | `terraform/` | Provisions the full architecture (two-pass apply — see `terraform/README.md`) |
diff --git a/examples/gateway/gcp/gateway.yaml.example b/examples/gateway/gcp/gateway.yaml.example
index 17709b155..263dd2a98 100644
--- a/examples/gateway/gcp/gateway.yaml.example
+++ b/examples/gateway/gcp/gateway.yaml.example
@@ -1,7 +1,8 @@
 # gateway.yaml.example — Claude Gateway config template, GCP-shaped (walkthrough §6).
 #
-# Google Workspace IdP + Vertex upstream, following the walkthrough at
-# https://code.claude.com/docs/en/claude-apps-gateway-on-gcp. The active sections
+# Google Workspace IdP + Agent Platform (formerly Vertex AI) upstream, following
+# the walkthrough at https://code.claude.com/docs/en/claude-apps-gateway-on-gcp.
+# The active sections
 # below are a strict subset of the full configuration reference at
 # https://code.claude.com/docs/en/claude-apps-gateway; optional keys are included
 # commented-out.
@@ -88,11 +89,11 @@ session:
 store:
   postgres_url: ${GATEWAY_POSTGRES_URL}   # private-IP Cloud SQL; built with ?sslmode=require by setup.sh
 
-# ── Upstreams — Vertex AI ────────────────────────────────────────────────────
+# ── Upstreams — Agent Platform ───────────────────────────────────────────────
 upstreams:
   - provider: vertex
     region: us-east5              # a region where the Claude models you need are published in Model Garden
-    project_id: REPLACE_ME        # your GCP project ID for Vertex access
+    project_id: REPLACE_ME        # your GCP project ID for Agent Platform access
     auth: {}                      # ADC via Cloud Run SA / GKE Workload Identity (preferred — no static keys)
     # base_url: https://us-east5-aiplatform.p.googleapis.com   # Private Service Connect endpoint
   # Add more upstreams for failover (tried top→bottom on 5xx/timeout/501): a
diff --git a/examples/gateway/gcp/setup.sh b/examples/gateway/gcp/setup.sh
index 1f179d30b..782de6fd0 100755
--- a/examples/gateway/gcp/setup.sh
+++ b/examples/gateway/gcp/setup.sh
@@ -29,7 +29,7 @@ set -euo pipefail
 
 # ---- configuration (env-overridable) ----------------------------------------
 PROJECT_ID="${PROJECT_ID:-$(gcloud config get-value project 2>/dev/null)}"
-REGION="${REGION:-${CLOUDSDK_COMPUTE_REGION:-us-east5}}"   # guide §1 uses us-east5 (Vertex model region)
+REGION="${REGION:-${CLOUDSDK_COMPUTE_REGION:-us-east5}}"   # guide §1 uses us-east5 (Agent Platform model region)
 
 SA_NAME="${SA_NAME:-claude-gateway}"                       # §2 service account
 SA_EMAIL="${SA_NAME}@${PROJECT_ID}.iam.gserviceaccount.com"
@@ -157,7 +157,7 @@ fi
 # and GKE.
 gcloud projects add-iam-policy-binding "${PROJECT_ID}" \
   --member="serviceAccount:${SA_EMAIL}" \
-  --role="roles/aiplatform.user" --condition=None >/dev/null    # Vertex inference (§2)
+  --role="roles/aiplatform.user" --condition=None >/dev/null    # Agent Platform inference (§2)
 
 # ---- 3 Build & push image to Artifact Registry ----------------------------
 log "Ensuring Artifact Registry repo and image (§3)"
@@ -390,7 +390,7 @@ fi
 # Direct VPC egress (--network/--subnet/--vpc-egress) puts the service on the
 # VPC so it reaches the Cloud SQL PRIVATE IP directly — matching the private-IP
 # connection string in the postgres-url secret. private-ranges-only keeps public
-# egress (Vertex, accounts.google.com) off the VPC, so no Cloud NAT is needed.
+# egress (Agent Platform, accounts.google.com) off the VPC, so no Cloud NAT is needed.
 # We deliberately do NOT use --add-cloudsql-instances (that's the Auth Proxy /
 # socket path, which would need a different connection string).
 #
diff --git a/examples/gateway/gcp/terraform/main.tf b/examples/gateway/gcp/terraform/main.tf
index 246e55288..8d93dac60 100644
--- a/examples/gateway/gcp/terraform/main.tf
+++ b/examples/gateway/gcp/terraform/main.tf
@@ -50,7 +50,7 @@ resource "google_service_account" "gateway" {
 # Run and GKE.
 resource "google_project_iam_member" "vertex" {
   project = var.project_id
-  role    = "roles/aiplatform.user" # Vertex inference
+  role    = "roles/aiplatform.user" # Agent Platform inference
   member  = "serviceAccount:${google_service_account.gateway.email}"
 }
 
@@ -310,7 +310,7 @@ resource "google_cloud_run_v2_service" "gateway" {
         network    = google_compute_network.vpc.id
         subnetwork = google_compute_subnetwork.subnet.id
       }
-      egress = "PRIVATE_RANGES_ONLY" # public egress (Vertex, accounts.google.com) bypasses the VPC -> no Cloud NAT needed
+      egress = "PRIVATE_RANGES_ONLY" # public egress (Agent Platform, accounts.google.com) bypasses the VPC -> no Cloud NAT needed
     }
 
     containers {
diff --git a/examples/gateway/gcp/terraform/variables.tf b/examples/gateway/gcp/terraform/variables.tf
index 923eb61b0..268877740 100644
--- a/examples/gateway/gcp/terraform/variables.tf
+++ b/examples/gateway/gcp/terraform/variables.tf
@@ -6,7 +6,7 @@ variable "project_id" {
 }
 
 variable "region" {
-  description = "Infra region for Artifact Registry, Cloud SQL, subnet, and Cloud Run. (Vertex region is set separately inside gateway.yaml.)"
+  description = "Infra region for Artifact Registry, Cloud SQL, subnet, and Cloud Run. (Agent Platform region is set separately inside gateway.yaml.)"
   type        = string
   default     = "us-east5"
 }