diff --git a/docs/how-to/deploy-and-manage/refresh-product-module.md b/docs/how-to/deploy-and-manage/refresh-product-module.md
new file mode 100644
index 00000000..c9f94323
--- /dev/null
+++ b/docs/how-to/deploy-and-manage/refresh-product-module.md
@@ -0,0 +1,111 @@
+# Refresh COS to a new channel
+
+In this example, you will learn how to deploy COS Lite and refresh from channel `2/stable` to `2/edge`. To do this, we can deploy COS Lite via Terraform in the same way as [in the tutorial](https://documentation.ubuntu.com/observability/track-2/tutorial/installation/cos-lite-microk8s-sandbox).
+
+## Prerequisites
+
+This tutorial assumes that you already:
+
+- Know how to deploy {ref}`COS Lite with Terraform <deploy-cos-ref>`
+
+## Introduction
+
+Imagine you have COS Lite (or COS) deployed on a specific channel like `2/stable` and want to
+refresh to a different channel (or track) e.g., `2/edge`. To do so, an admin would have to manually
+`juju refresh` each COS charm and address any refresh errors. Alternatively, they can determine the
+correct charm `channel` and `revision`(s), update the Terraform module, and apply.
+
+This is simplified within COS (and COS Lite) by mimicking the `juju refresh` behavior on a product
+level, allowing the juju admin to specify a list of charms to refresh within the specified
+`track/channel`. The rest is handled by Terraform.
+
+## Update the COS Lite Terraform module
+
+Once deployed, we can determine which charms to refresh with the `charms_to_refresh` input variable, detailed in the [README](https://github.com/canonical/observability-stack/tree/main/terraform/cos-lite). This defaults to: all charms owned by the `observability-team`.
+
+```{note}
+This tutorial assumed you have deployed COS Lite from a root module located at `./main.tf`.
+```
+
+Then, replace `2/stable` with `2/edge` in your `cos-lite` module within the existing `./main.tf` file:
+
+```{literalinclude} /tutorial/installation/cos-lite-microk8s-sandbox.tf
+---
+language: hcl
+start-after: "# before-cos"
+---
+```
+
+```{note}
+The `base` input variable for the `cos-lite` module is important if the `track/channel` deploys charms to a different base than the default, detailed in the [README](https://github.com/canonical/observability-stack/tree/main/terraform/cos-lite).
+```
+
+Finally, add the provider definitions into the same `./main.tf` file:
+
+```hcl
+terraform {
+  required_providers {
+    juju = {
+      source  = "juju/juju"
+      version = "~> 1.0"
+    }
+    http = {
+      source  = "hashicorp/http"
+      version = "~> 3.0"
+    }
+  }
+}
+```
+
+At this point, you will have one `main.tf` file ready for deployment. Now you can plan these changes with:
+
+```shell
+terraform plan
+```
+
+and Terraform plans to update each charm to the latest revision in the `2/edge` channel:
+
+```shell
+Terraform used the selected providers to generate the following
+execution plan. Resource actions are indicated with the following
+symbols:
+  + create
+  ~ update in-place
+
+Terraform will perform the following actions:
+
+  # module.cos.module.alertmanager.juju_application.alertmanager will be updated in-place
+  ~ resource "juju_application" "alertmanager" {
+
+# snip ...
+
+      ~ charm {
+          ~ channel  = "2/stable" -> "2/edge"
+            name     = "alertmanager-k8s"
+          ~ revision = 191 -> 192
+            # (1 unchanged attribute hidden)
+        }
+
+# snip ...
+
+Plan: 0 to add, 5 to change, 0 to destroy.
+```
+
+and finally apply the changes with:
+
+```shell
+terraform apply
+```
+
+At this point, you will have successfully upgraded COS Lite from `2/stable` to `2/edge`!
+
+## Refresh information
+
+This tutorial only considers upgrading COS Lite. However, the `charmhub` module is product-agnostic
+and can be used to refresh charms, and other products e.g., COS.
+
+You can consult the follow release documentation for refresh compatibility:
+
+- [how-to cross-track upgrade](/how-to/upgrade/)
+- [release policy](/reference/release-policy/)
+- [release notes](/reference/release-notes/)
diff --git a/docs/tutorial/cos-lite-microk8s-sandbox.md b/docs/tutorial/cos-lite-microk8s-sandbox.md
index f3003c08..a3975f06 100644
--- a/docs/tutorial/cos-lite-microk8s-sandbox.md
+++ b/docs/tutorial/cos-lite-microk8s-sandbox.md
@@ -180,6 +180,8 @@ $ juju deploy cos-lite \
         --overlay ./storage-small-overlay.yaml
 ```
 
+(deploy-cos-ref)=
+
 ## Deploy COS Lite using Terraform
 
 Create a `cos-lite-microk8s-sandbox.tf` file with the following Terraform module, or include it in your Terraform plan:
diff --git a/docs/tutorial/cos-lite-microk8s-sandbox.tf b/docs/tutorial/cos-lite-microk8s-sandbox.tf
index c3d1a1b0..630acc71 100644
--- a/docs/tutorial/cos-lite-microk8s-sandbox.tf
+++ b/docs/tutorial/cos-lite-microk8s-sandbox.tf
@@ -8,6 +8,8 @@ terraform {
   }
 }
 
+# before-cos
+
 resource "juju_model" "cos" {
   name   = "cos"
   config = { logging-config = "<root>=WARNING; unit=DEBUG" }
diff --git a/terraform/cos-lite/README.md b/terraform/cos-lite/README.md
index 63f57131..e21ad3a2 100644
--- a/terraform/cos-lite/README.md
+++ b/terraform/cos-lite/README.md
@@ -8,6 +8,7 @@ This is a Terraform module facilitating the deployment of the COS Lite solution,
 | Name | Version |
 |------|---------|
 | <a name="provider_juju"></a> [juju](#provider\_juju) | ~> 1.0 |
+| <a name="provider_terraform"></a> [terraform](#provider\_terraform) | n/a |
 
 ## Modules
 
diff --git a/terraform/cos-lite/applications.tf b/terraform/cos-lite/applications.tf
index 72d34dd1..99772db1 100644
--- a/terraform/cos-lite/applications.tf
+++ b/terraform/cos-lite/applications.tf
@@ -23,7 +23,7 @@ module "catalogue" {
 }
 
 module "grafana" {
-  source             = "git::https://github.com/canonical/grafana-k8s-operator//terraform"
+  source             = "git::https://github.com/canonical/grafana-k8s-operator//terraform?ref=feat/resource-lifecycle"
   app_name           = var.grafana.app_name
   channel            = local.channels.grafana
   config             = var.grafana.config
diff --git a/terraform/cos-lite/integrations.tf b/terraform/cos-lite/integrations.tf
index 655d1fe5..86f5b5f2 100644
--- a/terraform/cos-lite/integrations.tf
+++ b/terraform/cos-lite/integrations.tf
@@ -217,10 +217,6 @@ resource "juju_integration" "ingress" {
         app_name = module.catalogue.app_name
         endpoint = module.catalogue.requires.ingress
       }
-      grafana = {
-        app_name = module.grafana.app_name
-        endpoint = module.grafana.requires.ingress
-      }
     } : k => v if var.ingress[k]
   }
 
@@ -237,6 +233,25 @@ resource "juju_integration" "ingress" {
   }
 }
 
+//TODO: Feature this in COS
+resource "juju_integration" "grafana_ingress" {
+  count = var.ingress["grafana"] ? 1 : 0
+
+  model_uuid = var.model_uuid
+
+  application {
+    name     = module.grafana.app_name
+    endpoint = module.grafana.requires.ingress
+  }
+
+  application {
+    name     = module.traefik.app_name
+    endpoint = module.traefik.endpoints.ingress
+  }
+
+  lifecycle { replace_triggered_by = [terraform_data.grafana_ingress_interface] }
+}
+
 resource "juju_integration" "ingress_per_unit" {
   for_each = {
     for k, v in {
diff --git a/terraform/cos-lite/offers.tf b/terraform/cos-lite/offers.tf
index 00baf380..66b67ca1 100644
--- a/terraform/cos-lite/offers.tf
+++ b/terraform/cos-lite/offers.tf
@@ -9,7 +9,11 @@ resource "juju_offer" "grafana_dashboards" {
   name             = "grafana-dashboards"
   model_uuid       = var.model_uuid
   application_name = module.grafana.app_name
+  # TODO: Replace these with module.grafana.requires.grafana_dashboard in a tandem PR?
+  # TODO: and module.grafana.endpoints.grafana_dashboard in track/2?
   endpoints        = ["grafana-dashboard"]
+
+  lifecycle { replace_triggered_by = [terraform_data.grafana_litestream_resource] }
 }
 
 resource "juju_offer" "loki_logging" {
diff --git a/terraform/cos-lite/upgrades.tf b/terraform/cos-lite/upgrades.tf
index dade7e62..b0bf2da8 100644
--- a/terraform/cos-lite/upgrades.tf
+++ b/terraform/cos-lite/upgrades.tf
@@ -1,3 +1,23 @@
+# -------------- Upgrade logic --------------
+
+## -------- Grafana ingress interface changed ----------
+# The ingress endpoint interface changes from traefik_route to ingress_per_app so we need a
+# lifecycle to trigger integration replacement, otherwise the upgrade will fail
+# https://github.com/canonical/observability-stack/issues/165
+resource "terraform_data" "grafana_ingress_interface" {
+  triggers_replace = data.juju_charm.grafana_info.requires["ingress"]
+}
+
+## -------- Removed the litestream-image resource ----------
+# The litestream-image resource was removed and given a Juju bug, we need to add a lifecycle to
+# trigger integration replacement, otherwise the upgrade will fail
+# https://github.com/juju/juju/issues/21648
+# https://github.com/juju/juju/issues/22071
+resource "terraform_data" "grafana_litestream_resource" {
+  triggers_replace = contains(keys(data.juju_charm.grafana_info.resources), "litestream-image")
+}
+
+
 # -------------- # CharmHub API -------------- #
 
 data "juju_charm" "alertmanager_info" {
diff --git a/terraform/cos-lite/variables.tf b/terraform/cos-lite/variables.tf
index 0856498c..d04288b4 100644
--- a/terraform/cos-lite/variables.tf
+++ b/terraform/cos-lite/variables.tf
@@ -12,7 +12,7 @@ variable "risk" {
 }
 
 variable "base" {
-  description = "The operating system on which to deploy. E.g. ubuntu@22.04. Changing this value for machine charms will trigger a replace by terraform. Check Charmhub for per-charm base support."
+  description = "The operating system on which to deploy. E.g. ubuntu@24.04. Check Charmhub for per-charm base support."
   default     = "ubuntu@24.04"
   type        = string
 }
diff --git a/terraform/cos/integrations.tf b/terraform/cos/integrations.tf
index 6332e4aa..f7f8576b 100644
--- a/terraform/cos/integrations.tf
+++ b/terraform/cos/integrations.tf
@@ -294,6 +294,7 @@ resource "juju_integration" "ingress" {
       }
       grafana = {
         app_name = module.grafana.app_name
+        # TODO: move this out so I can add a lifecycle
         endpoint = module.grafana.requires.ingress
       }
     } : k => v if var.ingress[k]
diff --git a/terraform/cos/variables.tf b/terraform/cos/variables.tf
index 6e1d3ba9..26249365 100644
--- a/terraform/cos/variables.tf
+++ b/terraform/cos/variables.tf
@@ -12,7 +12,7 @@ variable "risk" {
 }
 
 variable "base" {
-  description = "The operating system on which to deploy. E.g. ubuntu@22.04. Changing this value for machine charms will trigger a replace by terraform. Check Charmhub for per-charm base support."
+  description = "The operating system on which to deploy. E.g. ubuntu@24.04. Check Charmhub for per-charm base support."
   default     = "ubuntu@24.04"
   type        = string
 }
diff --git a/tests/integration/cos/tls_external/test_upgrade_cos_tls_external.py b/tests/integration/cos/tls_external/test_upgrade_cos_tls_external.py
index 931fb5e2..1850376c 100644
--- a/tests/integration/cos/tls_external/test_upgrade_cos_tls_external.py
+++ b/tests/integration/cos/tls_external/test_upgrade_cos_tls_external.py
@@ -10,7 +10,6 @@
 from helpers import (
     catalogue_apps_are_reachable,
     get_tls_context,
-    refresh_o11y_apps,
     wait_for_active_idle_without_error,
 )
 
@@ -31,10 +30,10 @@ def test_envvars():
     )
 
 
-def test_deploy_from_track(
+def test_deploy_from_track_2(
     tmp_path, tf_manager, ca_model: jubilant.Juju, cos_model: jubilant.Juju
 ):
-    # GIVEN a module deployed from track n
+    # GIVEN a module deployed from track 2
     tf_manager.init(TRACK_2_TF_FILE)
     tf_manager.apply(ca_model=ca_model.model, cos_model=cos_model.model, **S3_ENDPOINT)
     wait_for_active_idle_without_error([cos_model], timeout=5400)
@@ -42,14 +41,10 @@ def test_deploy_from_track(
     catalogue_apps_are_reachable(cos_model, tls_ctx)
 
 
-def test_deploy_to_track(
+def test_deploy_to_track_dev(
     tmp_path, tf_manager, ca_model: jubilant.Juju, cos_model: jubilant.Juju
 ):
-    # WHEN upgraded to track n
-    cos_model.remove_relation("traefik:traefik-route", "grafana:ingress")
-    wait_for_active_idle_without_error([cos_model])
-    # FIXME: https://github.com/juju/terraform-provider-juju/issues/967
-    refresh_o11y_apps(cos_model, channel="dev/edge", base="ubuntu@24.04")
+    # WHEN upgraded to track dev
     tf_manager.init(TRACK_DEV_TF_FILE)
     tf_manager.apply(ca_model=ca_model.model, cos_model=cos_model.model, **S3_ENDPOINT)
 
diff --git a/tests/integration/cos/tls_external/track-dev.tf b/tests/integration/cos/tls_external/track-dev.tf
index 6b231f55..2bbce072 100644
--- a/tests/integration/cos/tls_external/track-dev.tf
+++ b/tests/integration/cos/tls_external/track-dev.tf
@@ -46,7 +46,7 @@ module "ssc" {
 module "cos" {
   source                          = "git::https://github.com/canonical/observability-stack//terraform/cos"
   model_uuid                      = data.juju_model.cos-model.uuid
-  channel                         = "dev/edge"
+  risk                            = "edge"
   internal_tls                    = false
   external_certificates_offer_url = "admin/${var.ca_model}.certificates"
   external_ca_cert_offer_url      = "admin/${var.ca_model}.send-ca-cert"
diff --git a/tests/integration/cos/tls_full/test_upgrade_cos_tls_full.py b/tests/integration/cos/tls_full/test_upgrade_cos_tls_full.py
index 7ffb87e5..6be5ccb1 100644
--- a/tests/integration/cos/tls_full/test_upgrade_cos_tls_full.py
+++ b/tests/integration/cos/tls_full/test_upgrade_cos_tls_full.py
@@ -10,7 +10,6 @@
 from helpers import (
     catalogue_apps_are_reachable,
     get_tls_context,
-    refresh_o11y_apps,
     wait_for_active_idle_without_error,
 )
 
@@ -31,10 +30,10 @@ def test_envvars():
     )
 
 
-def test_deploy_from_track(
+def test_deploy_from_track_2(
     tmp_path, tf_manager, ca_model: jubilant.Juju, cos_model: jubilant.Juju
 ):
-    # GIVEN a module deployed from track n
+    # GIVEN a module deployed from track 2
     tf_manager.init(TRACK_2_TF_FILE)
     tf_manager.apply(ca_model=ca_model.model, cos_model=cos_model.model, **S3_ENDPOINT)
     wait_for_active_idle_without_error([cos_model], timeout=5400)
@@ -42,14 +41,10 @@ def test_deploy_from_track(
     catalogue_apps_are_reachable(cos_model, tls_ctx)
 
 
-def test_deploy_to_track(
+def test_deploy_to_track_dev(
     tmp_path, tf_manager, ca_model: jubilant.Juju, cos_model: jubilant.Juju
 ):
-    # WHEN upgraded to track n
-    cos_model.remove_relation("traefik:traefik-route", "grafana:ingress")
-    wait_for_active_idle_without_error([cos_model])
-    # FIXME: https://github.com/juju/terraform-provider-juju/issues/967
-    refresh_o11y_apps(cos_model, channel="dev/edge", base="ubuntu@24.04")
+    # WHEN upgraded to track dev
     tf_manager.init(TRACK_DEV_TF_FILE)
     tf_manager.apply(ca_model=ca_model.model, cos_model=cos_model.model, **S3_ENDPOINT)
 
diff --git a/tests/integration/cos/tls_full/track-dev.tf b/tests/integration/cos/tls_full/track-dev.tf
index 45c0a2fa..c66f7bc8 100644
--- a/tests/integration/cos/tls_full/track-dev.tf
+++ b/tests/integration/cos/tls_full/track-dev.tf
@@ -46,7 +46,7 @@ module "ssc" {
 module "cos" {
   source                          = "git::https://github.com/canonical/observability-stack//terraform/cos"
   model_uuid                      = data.juju_model.cos-model.uuid
-  channel                         = "dev/edge"
+  risk                            = "edge"
   internal_tls                    = true
   external_certificates_offer_url = "admin/${var.ca_model}.certificates"
   external_ca_cert_offer_url      = "admin/${var.ca_model}.send-ca-cert"
diff --git a/tests/integration/cos/tls_internal/test_upgrade_cos_tls_internal.py b/tests/integration/cos/tls_internal/test_upgrade_cos_tls_internal.py
index d08e745d..54ab3ceb 100644
--- a/tests/integration/cos/tls_internal/test_upgrade_cos_tls_internal.py
+++ b/tests/integration/cos/tls_internal/test_upgrade_cos_tls_internal.py
@@ -7,11 +7,7 @@
 import os
 from pathlib import Path
 
-from helpers import (
-    catalogue_apps_are_reachable,
-    refresh_o11y_apps,
-    wait_for_active_idle_without_error,
-)
+from helpers import catalogue_apps_are_reachable, wait_for_active_idle_without_error
 
 import jubilant
 
@@ -30,20 +26,16 @@ def test_envvars():
     )
 
 
-def test_deploy_from_track(tmp_path, tf_manager, cos_model: jubilant.Juju):
-    # GIVEN a module deployed from track n
+def test_deploy_from_track_2(tf_manager, cos_model: jubilant.Juju):
+    # GIVEN a module deployed from track 2
     tf_manager.init(TRACK_2_TF_FILE)
     tf_manager.apply(model=cos_model.model, **S3_ENDPOINT)
     wait_for_active_idle_without_error([cos_model], timeout=5400)
     catalogue_apps_are_reachable(cos_model)
 
 
-def test_deploy_to_track(tmp_path, tf_manager, cos_model: jubilant.Juju):
-    # WHEN upgraded to track n
-    cos_model.remove_relation("traefik:traefik-route", "grafana:ingress")
-    wait_for_active_idle_without_error([cos_model])
-    # FIXME: https://github.com/juju/terraform-provider-juju/issues/967
-    refresh_o11y_apps(cos_model, channel="dev/edge", base="ubuntu@24.04")
+def test_deploy_to_track_dev(tf_manager, cos_model: jubilant.Juju):
+    # WHEN upgraded to track dev
     tf_manager.init(TRACK_DEV_TF_FILE)
     tf_manager.apply(model=cos_model.model, **S3_ENDPOINT)
 
diff --git a/tests/integration/cos/tls_internal/track-dev.tf b/tests/integration/cos/tls_internal/track-dev.tf
index 35265142..f1a756dd 100644
--- a/tests/integration/cos/tls_internal/track-dev.tf
+++ b/tests/integration/cos/tls_internal/track-dev.tf
@@ -32,7 +32,7 @@ variable "s3_access_key" {
 module "cos" {
   source       = "git::https://github.com/canonical/observability-stack//terraform/cos"
   model_uuid   = data.juju_model.model.uuid
-  channel      = "dev/edge"
+  risk         = "edge"
   internal_tls = true
 
   s3_endpoint   = var.s3_endpoint
diff --git a/tests/integration/cos/tls_none/test_upgrade_cos_tls_none.py b/tests/integration/cos/tls_none/test_upgrade_cos_tls_none.py
index 419dfaf1..15f64b44 100644
--- a/tests/integration/cos/tls_none/test_upgrade_cos_tls_none.py
+++ b/tests/integration/cos/tls_none/test_upgrade_cos_tls_none.py
@@ -7,11 +7,7 @@
 import os
 from pathlib import Path
 
-from helpers import (
-    catalogue_apps_are_reachable,
-    refresh_o11y_apps,
-    wait_for_active_idle_without_error,
-)
+from helpers import catalogue_apps_are_reachable, wait_for_active_idle_without_error
 
 import jubilant
 
@@ -30,20 +26,16 @@ def test_envvars():
     )
 
 
-def test_deploy_from_track(tf_manager, cos_model: jubilant.Juju):
-    # GIVEN a module deployed from track n
+def test_deploy_from_track_2(tf_manager, cos_model: jubilant.Juju):
+    # GIVEN a module deployed from track 2
     tf_manager.init(TRACK_2_TF_FILE)
     tf_manager.apply(model=cos_model.model, **S3_ENDPOINT)
     wait_for_active_idle_without_error([cos_model], timeout=5400)
     catalogue_apps_are_reachable(cos_model)
 
 
-def test_deploy_to_track(tmp_path, tf_manager, cos_model: jubilant.Juju):
-    # WHEN upgraded to track n
-    cos_model.remove_relation("traefik:traefik-route", "grafana:ingress")
-    wait_for_active_idle_without_error([cos_model])
-    # FIXME: https://github.com/juju/terraform-provider-juju/issues/967
-    refresh_o11y_apps(cos_model, channel="dev/edge", base="ubuntu@24.04")
+def test_deploy_to_track_dev(tf_manager, cos_model: jubilant.Juju):
+    # WHEN upgraded to track dev
     tf_manager.init(TRACK_DEV_TF_FILE)
     tf_manager.apply(model=cos_model.model, **S3_ENDPOINT)
 
diff --git a/tests/integration/cos/tls_none/track-dev.tf b/tests/integration/cos/tls_none/track-dev.tf
index 0c5e55d0..31e4ad06 100644
--- a/tests/integration/cos/tls_none/track-dev.tf
+++ b/tests/integration/cos/tls_none/track-dev.tf
@@ -32,7 +32,7 @@ variable "s3_access_key" {
 module "cos" {
   source       = "git::https://github.com/canonical/observability-stack//terraform/cos"
   model_uuid   = data.juju_model.model.uuid
-  channel      = "dev/edge"
+  risk         = "edge"
   internal_tls = false
 
   s3_endpoint   = var.s3_endpoint
diff --git a/tests/integration/cos_lite/tls_external/test_upgrade_cos_lite_tls_external.py b/tests/integration/cos_lite/tls_external/test_upgrade_cos_lite_tls_external.py
index 62a7555b..f8a2281b 100644
--- a/tests/integration/cos_lite/tls_external/test_upgrade_cos_lite_tls_external.py
+++ b/tests/integration/cos_lite/tls_external/test_upgrade_cos_lite_tls_external.py
@@ -9,7 +9,6 @@
 from helpers import (
     catalogue_apps_are_reachable,
     get_tls_context,
-    refresh_o11y_apps,
     wait_for_active_idle_without_error,
 )
 
@@ -19,28 +18,24 @@
 TRACK_DEV_TF_FILE = Path(__file__).parent.resolve() / "track-dev.tf"
 
 
-def test_deploy_from_track(
+def test_deploy_from_track_2(
     tmp_path, tf_manager, ca_model: jubilant.Juju, cos_model: jubilant.Juju
 ):
-    # GIVEN a module deployed from track n-1
+    # GIVEN a module deployed from track 2
     tf_manager.init(TRACK_2_TF_FILE)
     tf_manager.apply(ca_model=ca_model.model, cos_model=cos_model.model)
-    wait_for_active_idle_without_error([ca_model, cos_model], timeout=60*60)
+    wait_for_active_idle_without_error([ca_model, cos_model], timeout=60 * 60)
     tls_ctx = get_tls_context(tmp_path, ca_model, "self-signed-certificates")
     catalogue_apps_are_reachable(cos_model, tls_ctx)
 
 
-def test_deploy_to_track(
+def test_deploy_to_track_dev(
     tmp_path, tf_manager, ca_model: jubilant.Juju, cos_model: jubilant.Juju
 ):
-    # WHEN upgraded to track n
-    cos_model.remove_relation("traefik:traefik-route", "grafana:ingress")
-    wait_for_active_idle_without_error([cos_model])
-    # FIXME: https://github.com/juju/terraform-provider-juju/issues/967
-    refresh_o11y_apps(cos_model, channel="dev/edge", base="ubuntu@24.04")
+    # WHEN upgraded to track dev
     tf_manager.init(TRACK_DEV_TF_FILE)
     tf_manager.apply(ca_model=ca_model.model, cos_model=cos_model.model)
-    
+
     # THEN the model is upgraded and is healthy
     wait_for_active_idle_without_error([ca_model, cos_model])
     tls_ctx = get_tls_context(tmp_path, ca_model, "self-signed-certificates")
diff --git a/tests/integration/cos_lite/tls_external/track-dev.tf b/tests/integration/cos_lite/tls_external/track-dev.tf
index 3a63372a..9552819f 100644
--- a/tests/integration/cos_lite/tls_external/track-dev.tf
+++ b/tests/integration/cos_lite/tls_external/track-dev.tf
@@ -34,7 +34,7 @@ module "ssc" {
 module "cos-lite" {
   source                          = "git::https://github.com/canonical/observability-stack//terraform/cos-lite"
   model_uuid                      = data.juju_model.cos-model.uuid
-  channel                         = "dev/edge"
+  risk                            = "edge"
   internal_tls                    = false
   external_certificates_offer_url = "admin/${var.ca_model}.certificates"
   external_ca_cert_offer_url      = "admin/${var.ca_model}.send-ca-cert"
diff --git a/tests/integration/cos_lite/tls_full/test_upgrade_cos_lite_tls_full.py b/tests/integration/cos_lite/tls_full/test_upgrade_cos_lite_tls_full.py
index d73b8bc2..38225452 100644
--- a/tests/integration/cos_lite/tls_full/test_upgrade_cos_lite_tls_full.py
+++ b/tests/integration/cos_lite/tls_full/test_upgrade_cos_lite_tls_full.py
@@ -9,7 +9,6 @@
 from helpers import (
     catalogue_apps_are_reachable,
     get_tls_context,
-    refresh_o11y_apps,
     wait_for_active_idle_without_error,
 )
 
@@ -19,25 +18,21 @@
 TRACK_DEV_TF_FILE = Path(__file__).parent.resolve() / "track-dev.tf"
 
 
-def test_deploy_from_track(
+def test_deploy_from_track_2(
     tmp_path, tf_manager, ca_model: jubilant.Juju, cos_model: jubilant.Juju
 ):
-    # GIVEN a module deployed from track n-1
+    # GIVEN a module deployed from track 2
     tf_manager.init(TRACK_2_TF_FILE)
     tf_manager.apply(ca_model=ca_model.model, cos_model=cos_model.model)
-    wait_for_active_idle_without_error([ca_model, cos_model], timeout=60*60)
+    wait_for_active_idle_without_error([ca_model, cos_model], timeout=60 * 60)
     tls_ctx = get_tls_context(tmp_path, ca_model, "self-signed-certificates")
     catalogue_apps_are_reachable(cos_model, tls_ctx)
 
 
-def test_deploy_to_track(
+def test_deploy_to_track_dev(
     tmp_path, tf_manager, ca_model: jubilant.Juju, cos_model: jubilant.Juju
 ):
-    # WHEN upgraded to track n
-    cos_model.remove_relation("traefik:traefik-route", "grafana:ingress")
-    wait_for_active_idle_without_error([cos_model])
-    # FIXME: https://github.com/juju/terraform-provider-juju/issues/967
-    refresh_o11y_apps(cos_model, channel="dev/edge", base="ubuntu@24.04")
+    # WHEN upgraded to track dev
     tf_manager.init(TRACK_DEV_TF_FILE)
     tf_manager.apply(ca_model=ca_model.model, cos_model=cos_model.model)
 
diff --git a/tests/integration/cos_lite/tls_full/track-dev.tf b/tests/integration/cos_lite/tls_full/track-dev.tf
index 64973b54..88f0f326 100644
--- a/tests/integration/cos_lite/tls_full/track-dev.tf
+++ b/tests/integration/cos_lite/tls_full/track-dev.tf
@@ -34,7 +34,7 @@ module "ssc" {
 module "cos-lite" {
   source                          = "git::https://github.com/canonical/observability-stack//terraform/cos-lite"
   model_uuid                      = data.juju_model.cos-model.uuid
-  channel                         = "dev/edge"
+  risk                            = "edge"
   internal_tls                    = true
   external_certificates_offer_url = "admin/${var.ca_model}.certificates"
   external_ca_cert_offer_url      = "admin/${var.ca_model}.send-ca-cert"
diff --git a/tests/integration/cos_lite/tls_internal/test_upgrade_cos_lite_tls_internal.py b/tests/integration/cos_lite/tls_internal/test_upgrade_cos_lite_tls_internal.py
index 125a8019..d8e800fb 100644
--- a/tests/integration/cos_lite/tls_internal/test_upgrade_cos_lite_tls_internal.py
+++ b/tests/integration/cos_lite/tls_internal/test_upgrade_cos_lite_tls_internal.py
@@ -6,11 +6,7 @@
 
 from pathlib import Path
 
-from helpers import (
-    catalogue_apps_are_reachable,
-    refresh_o11y_apps,
-    wait_for_active_idle_without_error,
-)
+from helpers import catalogue_apps_are_reachable, wait_for_active_idle_without_error
 
 import jubilant
 
@@ -18,20 +14,16 @@
 TRACK_DEV_TF_FILE = Path(__file__).parent.resolve() / "track-dev.tf"
 
 
-def test_deploy_from_track(tf_manager, cos_model: jubilant.Juju):
-    # GIVEN a module deployed from track n-1
+def test_deploy_from_track_2(tf_manager, cos_model: jubilant.Juju):
+    # GIVEN a module deployed from track 2
     tf_manager.init(TRACK_2_TF_FILE)
     tf_manager.apply(model=cos_model.model)
-    wait_for_active_idle_without_error([cos_model], timeout=60*60)
+    wait_for_active_idle_without_error([cos_model], timeout=60 * 60)
     catalogue_apps_are_reachable(cos_model)
 
 
-def test_deploy_to_track(tmp_path, tf_manager, cos_model: jubilant.Juju):
-    # WHEN upgraded to track n
-    cos_model.remove_relation("traefik:traefik-route", "grafana:ingress")
-    wait_for_active_idle_without_error([cos_model])
-    # FIXME: https://github.com/juju/terraform-provider-juju/issues/967
-    refresh_o11y_apps(cos_model, channel="dev/edge", base="ubuntu@24.04")
+def test_deploy_to_track_dev(tf_manager, cos_model: jubilant.Juju):
+    # WHEN upgraded to track dev
     tf_manager.init(TRACK_DEV_TF_FILE)
     tf_manager.apply(model=cos_model.model)
 
diff --git a/tests/integration/cos_lite/tls_internal/track-dev.tf b/tests/integration/cos_lite/tls_internal/track-dev.tf
index 04e3439a..d18f5419 100644
--- a/tests/integration/cos_lite/tls_internal/track-dev.tf
+++ b/tests/integration/cos_lite/tls_internal/track-dev.tf
@@ -20,6 +20,6 @@ data "juju_model" "model" {
 module "cos-lite" {
   source       = "git::https://github.com/canonical/observability-stack//terraform/cos-lite"
   model_uuid   = data.juju_model.model.uuid
-  channel      = "dev/edge"
+  risk         = "edge"
   internal_tls = true
 }
diff --git a/tests/integration/cos_lite/tls_none/test_upgrade_cos_lite_tls_none.py b/tests/integration/cos_lite/tls_none/test_upgrade_cos_lite_tls_none.py
index 3150c1d3..505f9f01 100644
--- a/tests/integration/cos_lite/tls_none/test_upgrade_cos_lite_tls_none.py
+++ b/tests/integration/cos_lite/tls_none/test_upgrade_cos_lite_tls_none.py
@@ -6,11 +6,7 @@
 
 from pathlib import Path
 
-from helpers import (
-    catalogue_apps_are_reachable,
-    refresh_o11y_apps,
-    wait_for_active_idle_without_error,
-)
+from helpers import catalogue_apps_are_reachable, wait_for_active_idle_without_error
 
 import jubilant
 
@@ -18,20 +14,16 @@
 TRACK_DEV_TF_FILE = Path(__file__).parent.resolve() / "track-dev.tf"
 
 
-def test_deploy_from_track(tf_manager, cos_model: jubilant.Juju):
-    # GIVEN a module deployed from track n-1
+def test_deploy_from_track_2(tf_manager, cos_model: jubilant.Juju):
+    # GIVEN a module deployed from track 2
     tf_manager.init(TRACK_2_TF_FILE)
     tf_manager.apply(model=cos_model.model)
-    wait_for_active_idle_without_error([cos_model], timeout=60*60)
+    wait_for_active_idle_without_error([cos_model], timeout=60 * 60)
     catalogue_apps_are_reachable(cos_model)
 
 
-def test_deploy_to_track(tmp_path, tf_manager, cos_model: jubilant.Juju):
-    # WHEN upgraded to track n
-    cos_model.remove_relation("traefik:traefik-route", "grafana:ingress")
-    wait_for_active_idle_without_error([cos_model])
-    # FIXME: https://github.com/juju/terraform-provider-juju/issues/967
-    refresh_o11y_apps(cos_model, channel="dev/edge", base="ubuntu@24.04")
+def test_deploy_to_track_dev(tf_manager, cos_model: jubilant.Juju):
+    # WHEN upgraded to track dev
     tf_manager.init(TRACK_DEV_TF_FILE)
     tf_manager.apply(model=cos_model.model)
 
diff --git a/tests/integration/cos_lite/tls_none/track-dev.tf b/tests/integration/cos_lite/tls_none/track-dev.tf
index 22352f12..6b79ffcc 100644
--- a/tests/integration/cos_lite/tls_none/track-dev.tf
+++ b/tests/integration/cos_lite/tls_none/track-dev.tf
@@ -18,8 +18,8 @@ data "juju_model" "model" {
 }
 
 module "cos-lite" {
-  source       = "git::https://github.com/canonical/observability-stack//terraform/cos-lite"
+  source       = "git::https://github.com/canonical/observability-stack//terraform/cos-lite?ref=feat/charmhub-module"
   model_uuid   = data.juju_model.model.uuid
-  channel      = "dev/edge"
+  risk         = "edge"
   internal_tls = false
 }