From 774d0a69352a669be02e3a36152aa6cca8b05b85 Mon Sep 17 00:00:00 2001
From: Brandon Morelli <brandon.morelli@elastic.co>
Date: Thu, 1 May 2025 14:25:11 -0700
Subject: [PATCH 01/14] Create link-to-changed-files.yml

---
 .github/workflows/link-to-changed-files.yml | 72 +++++++++++++++++++++
 1 file changed, 72 insertions(+)
 create mode 100644 .github/workflows/link-to-changed-files.yml

diff --git a/.github/workflows/link-to-changed-files.yml b/.github/workflows/link-to-changed-files.yml
new file mode 100644
index 000000000..a3443812b
--- /dev/null
+++ b/.github/workflows/link-to-changed-files.yml
@@ -0,0 +1,72 @@
+name: "Comment preview links for changed docs"
+
+on:
+  pull_request:
+    types: [opened, reopened, synchronize, edited]
+
+jobs:
+  preview-links:
+    runs-on: ubuntu-latest
+
+    steps:
+      - uses: actions/checkout@v3
+
+      - name: Comment preview URLs for changed .md files
+        uses: actions/github-script@v7
+        with:
+          github-token: ${{ secrets.GITHUB_TOKEN }}
+          script: |
+            const pr = context.payload.pull_request;
+            const prNumber = pr.number;
+            const owner = context.repo.owner;
+            const repo = context.repo.repo;
+            const previewBase = `https://docs-v3-preview.elastic.dev/${owner}/${repo}/pull/${prNumber}`;
+
+            // 1) Gather changed .md files
+            const { data: files } = await github.rest.pulls.listFiles({
+              owner, repo, pull_number: prNumber
+            });
+            const changed = files
+              .filter(f => f.status !== 'removed' && /\.md$/i.test(f.filename))
+              .map(f => {
+                let path = f.filename.replace(/\/index\.md$/i, '/');
+                if (path === f.filename) path = path.replace(/\.md$/i, '');
+                return `- [\`${f.filename}\`](${previewBase}/${path})`;
+              });
+            if (!changed.length) return;
+
+            // 2) Build comment body
+            const body = [
+              "🔍 **Preview links for changed docs:**",
+              "",
+              ...changed,
+              "",
+              `You can also browse the full preview at ${previewBase}/`
+            ].join("\n");
+
+            // 3) Look for an existing bot comment to update
+            const { data: comments } = await github.rest.issues.listComments({
+              owner, repo, issue_number: prNumber
+            });
+            const botComment = comments.find(c =>
+              c.user.type === 'Bot' &&
+              c.body.startsWith("🔍 **Preview links for changed docs:**")
+            );
+
+            if (botComment) {
+              // update the old comment
+              await github.rest.issues.updateComment({
+                owner,
+                repo,
+                comment_id: botComment.id,
+                body
+              });
+            } else {
+              // create a new one
+              await github.rest.issues.createComment({
+                owner,
+                repo,
+                issue_number: prNumber,
+                body
+              });
+            }

From e49784ce50c06fa17d87298d51708075abcb2a7a Mon Sep 17 00:00:00 2001
From: bmorelli25 <brandon.morelli@elastic.co>
Date: Thu, 1 May 2025 14:27:25 -0700
Subject: [PATCH 02/14] TEST

---
 explore-analyze/find-and-organize/data-views.md               | 1 +
 explore-analyze/find-and-organize/reports.md                  | 3 +++
 manage-data/data-store/data-streams/manage-data-stream.md     | 2 ++
 release-notes/apm-agents/index.md                             | 4 +++-
 solutions/_snippets/elastic-llm.md                            | 4 +++-
 solutions/observability.md                                    | 4 +++-
 .../observability/cloud/amazon-web-services-aws-monitoring.md | 1 +
 7 files changed, 16 insertions(+), 3 deletions(-)

diff --git a/explore-analyze/find-and-organize/data-views.md b/explore-analyze/find-and-organize/data-views.md
index 572a90f80..8dde5c477 100644
--- a/explore-analyze/find-and-organize/data-views.md
+++ b/explore-analyze/find-and-organize/data-views.md
@@ -20,6 +20,7 @@ $$$management-cross-cluster-search$$$
 
 $$$data-views-read-only-access$$$
 
+test
 
 By default, analytics features such as Discover require a {{data-source}} to access the {{es}} data that you want to explore. A {{data-source}} can point to one or more indices, [data streams](../../manage-data/data-store/data-streams.md), or [index aliases](/manage-data/data-store/aliases.md). For example, a {{data-source}} can point to your log data from yesterday, or all indices that contain your data.
 
diff --git a/explore-analyze/find-and-organize/reports.md b/explore-analyze/find-and-organize/reports.md
index d86b3f548..03c4c3840 100644
--- a/explore-analyze/find-and-organize/reports.md
+++ b/explore-analyze/find-and-organize/reports.md
@@ -22,3 +22,6 @@ To view and manage reports, go to **Management** > **Reporting**.
 You can download or view details about the report by clicking the icons in the actions menu.
 
 To delete one or more reports, select their checkboxes then click **Delete reports**.
+
+
+test
\ No newline at end of file
diff --git a/manage-data/data-store/data-streams/manage-data-stream.md b/manage-data/data-store/data-streams/manage-data-stream.md
index 8311bfe92..f8c67a6e9 100644
--- a/manage-data/data-store/data-streams/manage-data-stream.md
+++ b/manage-data/data-store/data-streams/manage-data-stream.md
@@ -22,3 +22,5 @@ In {{es-serverless}}, indices matching the `logs-*-*` pattern use the logsDB ind
 * To view more information about a data stream, such as its generation or its current index lifecycle policy, click the stream’s name. From this view, you can navigate to **Discover** to further explore data within the data stream.
 * To view information about the stream’s backing indices, click the number in the **Indices** column.
 * [preview] To modify the data retention value, select an index, open the **Manage**  menu, and click **Edit data retention**.
+
+test
\ No newline at end of file
diff --git a/release-notes/apm-agents/index.md b/release-notes/apm-agents/index.md
index 48edaf496..facb8d3b8 100644
--- a/release-notes/apm-agents/index.md
+++ b/release-notes/apm-agents/index.md
@@ -3,4 +3,6 @@ navigation_title: "Elastic APM agents"
 ---
 
 # Elastic APM agents release notes [elastic-apm--agents-release-notes]
-Review the changes, fixes, and more in each version of the Elastic APM agents.
\ No newline at end of file
+Review the changes, fixes, and more in each version of the Elastic APM agents.
+
+test
\ No newline at end of file
diff --git a/solutions/_snippets/elastic-llm.md b/solutions/_snippets/elastic-llm.md
index 0f07d5949..6c02befc7 100644
--- a/solutions/_snippets/elastic-llm.md
+++ b/solutions/_snippets/elastic-llm.md
@@ -3,4 +3,6 @@
 Using the preconfigured LLM enables you to use features such as Playground and AI Assistant without having an account with an LLM provider or setting up an LLM connector.
 
 The LLM is hosted as a service and will incur additional costs.
-For more details, refer to the [pricing page](https://www.elastic.co/pricing).
\ No newline at end of file
+For more details, refer to the [pricing page](https://www.elastic.co/pricing).
+
+test
\ No newline at end of file
diff --git a/solutions/observability.md b/solutions/observability.md
index 575397fb1..afc5a312d 100644
--- a/solutions/observability.md
+++ b/solutions/observability.md
@@ -31,4 +31,6 @@ applies_to:
 * [**Detect anomalies and spikes**](/explore-analyze/machine-learning/anomaly-detection.md): Find unusual behavior in time series data.
 * [**Monitor application performance**](/solutions/observability/apm/index.md): Monitor your software services and applications in real time.
 * [**Integrate with OpenTelemetry**](/solutions/observability/apm/use-opentelemetry-with-apm.md): Reuse existing APM instrumentation to capture logs, traces, and metrics.
-* [**Monitor your hosts and services**](/solutions/observability/infra-and-hosts/analyze-compare-hosts.md): Get a metrics-driven view of your hosts backed by an interface called Lens.
\ No newline at end of file
+* [**Monitor your hosts and services**](/solutions/observability/infra-and-hosts/analyze-compare-hosts.md): Get a metrics-driven view of your hosts backed by an interface called Lens.
+
+test
\ No newline at end of file
diff --git a/solutions/observability/cloud/amazon-web-services-aws-monitoring.md b/solutions/observability/cloud/amazon-web-services-aws-monitoring.md
index dd7c8dc36..712986b92 100644
--- a/solutions/observability/cloud/amazon-web-services-aws-monitoring.md
+++ b/solutions/observability/cloud/amazon-web-services-aws-monitoring.md
@@ -27,3 +27,4 @@ For a full list of supported AWS integrations, check the [Elastic Integrations d
 
 
 
+test
\ No newline at end of file

From 17b39108c359d6a8b796b3d06502669c8a7de299 Mon Sep 17 00:00:00 2001
From: bmorelli25 <brandon.morelli@elastic.co>
Date: Thu, 1 May 2025 14:29:35 -0700
Subject: [PATCH 03/14] Ensure original message is edited when new changes
 happen

---
 .../data-streams/downsampling-time-series-data-stream.md      | 1 +
 manage-data/data-store/data-streams/manage-data-stream.md     | 4 +---
 2 files changed, 2 insertions(+), 3 deletions(-)

diff --git a/manage-data/data-store/data-streams/downsampling-time-series-data-stream.md b/manage-data/data-store/data-streams/downsampling-time-series-data-stream.md
index 6f0b72100..495182dc8 100644
--- a/manage-data/data-store/data-streams/downsampling-time-series-data-stream.md
+++ b/manage-data/data-store/data-streams/downsampling-time-series-data-stream.md
@@ -22,6 +22,7 @@ Check the following sections to learn more:
 * [Restrictions and limitations](#downsampling-restrictions)
 * [Try it out](#try-out-downsampling)
 
+test
 
 ## How it works [how-downsampling-works]
 
diff --git a/manage-data/data-store/data-streams/manage-data-stream.md b/manage-data/data-store/data-streams/manage-data-stream.md
index f8c67a6e9..aa1234a1b 100644
--- a/manage-data/data-store/data-streams/manage-data-stream.md
+++ b/manage-data/data-store/data-streams/manage-data-stream.md
@@ -21,6 +21,4 @@ In {{es-serverless}}, indices matching the `logs-*-*` pattern use the logsDB ind
 
 * To view more information about a data stream, such as its generation or its current index lifecycle policy, click the stream’s name. From this view, you can navigate to **Discover** to further explore data within the data stream.
 * To view information about the stream’s backing indices, click the number in the **Indices** column.
-* [preview] To modify the data retention value, select an index, open the **Manage**  menu, and click **Edit data retention**.
-
-test
\ No newline at end of file
+* [preview] To modify the data retention value, select an index, open the **Manage**  menu, and click **Edit data retention**.
\ No newline at end of file

From f172ce7692eac22f6fd64e9d8ad6da162e4dec90 Mon Sep 17 00:00:00 2001
From: Brandon Morelli <brandon.morelli@elastic.co>
Date: Thu, 1 May 2025 14:37:46 -0700
Subject: [PATCH 04/14] Update and rename link-to-changed-files.yml to
 doc-preview-comment.yml

---
 .github/workflows/doc-preview-comment.yml   | 126 ++++++++++++++++++++
 .github/workflows/link-to-changed-files.yml |  72 -----------
 2 files changed, 126 insertions(+), 72 deletions(-)
 create mode 100644 .github/workflows/doc-preview-comment.yml
 delete mode 100644 .github/workflows/link-to-changed-files.yml

diff --git a/.github/workflows/doc-preview-comment.yml b/.github/workflows/doc-preview-comment.yml
new file mode 100644
index 000000000..4a371934f
--- /dev/null
+++ b/.github/workflows/doc-preview-comment.yml
@@ -0,0 +1,126 @@
+name: "Docs preview comment"
+
+on:
+  pull_request:
+    types: [opened, reopened, synchronize]
+  workflow_run:
+    workflows: ["docs-build"]
+    types: [completed]
+
+jobs:
+  build-in-progress:
+    if: github.event_name == 'pull_request'
+    runs-on: ubuntu-latest
+    steps:
+      - name: Post “build in progress” comment
+        uses: actions/github-script@v7
+        with:
+          github-token: ${{ secrets.GITHUB_TOKEN }}
+          script: |
+            const pr = context.payload.pull_request;
+            const prNumber = pr.number;
+            const owner = context.repo.owner;
+            const repo = context.repo.repo;
+
+            const body = [
+              "⏳ **Docs preview build in progress**",
+              "",
+              "Your docs preview build is running. This comment will be updated with preview links when it completes."
+            ].join("\n");
+
+            // Look for an existing in-progress comment
+            const { data: comments } = await github.rest.issues.listComments({
+              owner, repo, issue_number: prNumber
+            });
+            const botComment = comments.find(c =>
+              c.user.type === 'Bot' &&
+              c.body.startsWith("⏳ **Docs preview build in progress**")
+            );
+
+            if (botComment) {
+              await github.rest.issues.updateComment({
+                owner, repo,
+                comment_id: botComment.id,
+                body
+              });
+            } else {
+              await github.rest.issues.createComment({
+                owner, repo,
+                issue_number: prNumber,
+                body
+              });
+            }
+
+  preview-links:
+    if: |
+      github.event_name == 'workflow_run' &&
+      github.event.workflow_run.conclusion == 'success'
+    runs-on: ubuntu-latest
+    steps:
+      - name: Post preview links comment
+        uses: actions/github-script@v7
+        with:
+          github-token: ${{ secrets.GITHUB_TOKEN }}
+          script: |
+            // Get PR number from the completed workflow_run
+            const prNumber = context.payload.workflow_run.pull_requests[0].number;
+            const owner   = context.repo.owner;
+            const repo    = context.repo.repo;
+            const baseUrl = `https://docs-v3-preview.elastic.dev/${owner}/${repo}/pull/${prNumber}`;
+
+            // List PR files
+            const { data: files } = await github.rest.pulls.listFiles({
+              owner, repo, pull_number: prNumber
+            });
+
+            // Filter out removed, non-.md, and anything in a _snippets folder
+            const changed = files
+              .filter(f =>
+                f.status !== 'removed' &&
+                /\.md$/i.test(f.filename) &&
+                !/(^|\/)_snippets\//i.test(f.filename)
+              )
+              .map(f => {
+                // Convert index.md ⇒ trailing slash; otherwise strip .md
+                let path = f.filename.replace(/\/index\.md$/i, '/');
+                if (path === f.filename) {
+                  path = path.replace(/\.md$/i, '');
+                }
+                return `- [\`${f.filename}\`](${baseUrl}/${path})`;
+              });
+
+            if (!changed.length) return; // nothing to do
+
+            const body = [
+              "🔍 **Preview links for changed docs:**",
+              "",
+              ...changed,
+              "",
+              `You can also browse the full preview at ${baseUrl}/`
+            ].join("\n");
+
+            // Find existing bot comment (in-progress or previous links)
+            const { data: comments } = await github.rest.issues.listComments({
+              owner, repo, issue_number: prNumber
+            });
+            const botComment = comments.find(c =>
+              c.user.type === 'Bot' &&
+              (
+                c.body.startsWith("⏳ **Docs preview build in progress**") ||
+                c.body.startsWith("🔍 **Preview links for changed docs:**")
+              )
+            );
+
+            if (botComment) {
+              await github.rest.issues.updateComment({
+                owner, repo,
+                comment_id: botComment.id,
+                body
+              });
+            } else {
+              await github.rest.issues.createComment({
+                owner, repo,
+                issue_number: prNumber,
+                body
+              });
+            }
diff --git a/.github/workflows/link-to-changed-files.yml b/.github/workflows/link-to-changed-files.yml
deleted file mode 100644
index a3443812b..000000000
--- a/.github/workflows/link-to-changed-files.yml
+++ /dev/null
@@ -1,72 +0,0 @@
-name: "Comment preview links for changed docs"
-
-on:
-  pull_request:
-    types: [opened, reopened, synchronize, edited]
-
-jobs:
-  preview-links:
-    runs-on: ubuntu-latest
-
-    steps:
-      - uses: actions/checkout@v3
-
-      - name: Comment preview URLs for changed .md files
-        uses: actions/github-script@v7
-        with:
-          github-token: ${{ secrets.GITHUB_TOKEN }}
-          script: |
-            const pr = context.payload.pull_request;
-            const prNumber = pr.number;
-            const owner = context.repo.owner;
-            const repo = context.repo.repo;
-            const previewBase = `https://docs-v3-preview.elastic.dev/${owner}/${repo}/pull/${prNumber}`;
-
-            // 1) Gather changed .md files
-            const { data: files } = await github.rest.pulls.listFiles({
-              owner, repo, pull_number: prNumber
-            });
-            const changed = files
-              .filter(f => f.status !== 'removed' && /\.md$/i.test(f.filename))
-              .map(f => {
-                let path = f.filename.replace(/\/index\.md$/i, '/');
-                if (path === f.filename) path = path.replace(/\.md$/i, '');
-                return `- [\`${f.filename}\`](${previewBase}/${path})`;
-              });
-            if (!changed.length) return;
-
-            // 2) Build comment body
-            const body = [
-              "🔍 **Preview links for changed docs:**",
-              "",
-              ...changed,
-              "",
-              `You can also browse the full preview at ${previewBase}/`
-            ].join("\n");
-
-            // 3) Look for an existing bot comment to update
-            const { data: comments } = await github.rest.issues.listComments({
-              owner, repo, issue_number: prNumber
-            });
-            const botComment = comments.find(c =>
-              c.user.type === 'Bot' &&
-              c.body.startsWith("🔍 **Preview links for changed docs:**")
-            );
-
-            if (botComment) {
-              // update the old comment
-              await github.rest.issues.updateComment({
-                owner,
-                repo,
-                comment_id: botComment.id,
-                body
-              });
-            } else {
-              // create a new one
-              await github.rest.issues.createComment({
-                owner,
-                repo,
-                issue_number: prNumber,
-                body
-              });
-            }

From e87c1617e9d4df0abf1dfdcffd813b5f80ab56bf Mon Sep 17 00:00:00 2001
From: Brandon Morelli <brandon.morelli@elastic.co>
Date: Thu, 1 May 2025 14:44:00 -0700
Subject: [PATCH 05/14] target correct workflow

---
 .github/workflows/doc-preview-comment.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/doc-preview-comment.yml b/.github/workflows/doc-preview-comment.yml
index 4a371934f..913e5d2c1 100644
--- a/.github/workflows/doc-preview-comment.yml
+++ b/.github/workflows/doc-preview-comment.yml
@@ -4,7 +4,7 @@ on:
   pull_request:
     types: [opened, reopened, synchronize]
   workflow_run:
-    workflows: ["docs-build"]
+    workflows: ["preview-build"]
     types: [completed]
 
 jobs:

From 7020c33ed54c8686cce0343a88726a06c4869024 Mon Sep 17 00:00:00 2001
From: Brandon Morelli <brandon.morelli@elastic.co>
Date: Thu, 1 May 2025 14:48:55 -0700
Subject: [PATCH 06/14] Try running on deployment_status instead

---
 .github/workflows/doc-preview-comment.yml | 5 ++---
 1 file changed, 2 insertions(+), 3 deletions(-)

diff --git a/.github/workflows/doc-preview-comment.yml b/.github/workflows/doc-preview-comment.yml
index 913e5d2c1..6711475ab 100644
--- a/.github/workflows/doc-preview-comment.yml
+++ b/.github/workflows/doc-preview-comment.yml
@@ -3,9 +3,8 @@ name: "Docs preview comment"
 on:
   pull_request:
     types: [opened, reopened, synchronize]
-  workflow_run:
-    workflows: ["preview-build"]
-    types: [completed]
+  deployment_status:
+    types: [created]
 
 jobs:
   build-in-progress:

From 94a8c18307bb0e71e1dee1cf5f2cee8c2f9bcd02 Mon Sep 17 00:00:00 2001
From: Brandon Morelli <brandon.morelli@elastic.co>
Date: Thu, 1 May 2025 14:50:56 -0700
Subject: [PATCH 07/14] More deployment updates

---
 .github/workflows/doc-preview-comment.yml | 12 ++++++------
 1 file changed, 6 insertions(+), 6 deletions(-)

diff --git a/.github/workflows/doc-preview-comment.yml b/.github/workflows/doc-preview-comment.yml
index 6711475ab..def210c8a 100644
--- a/.github/workflows/doc-preview-comment.yml
+++ b/.github/workflows/doc-preview-comment.yml
@@ -51,9 +51,9 @@ jobs:
             }
 
   preview-links:
-    if: |
-      github.event_name == 'workflow_run' &&
-      github.event.workflow_run.conclusion == 'success'
+    if: >
+      github.event.deployment.environment == 'docs-preview' &&
+      github.event.deployment_status.state == 'success'
     runs-on: ubuntu-latest
     steps:
       - name: Post preview links comment
@@ -61,9 +61,9 @@ jobs:
         with:
           github-token: ${{ secrets.GITHUB_TOKEN }}
           script: |
-            // Get PR number from the completed workflow_run
-            const prNumber = context.payload.workflow_run.pull_requests[0].number;
-            const owner   = context.repo.owner;
+            // Get PR number from the deployment.task ("docs-preview-<PR#>")
+            const task = context.payload.deployment.task || '';
+            const prNumber = Number(task.split('-').pop());
             const repo    = context.repo.repo;
             const baseUrl = `https://docs-v3-preview.elastic.dev/${owner}/${repo}/pull/${prNumber}`;
 

From 6686779b7ea9387977c571b1ae198a31bf77bc1b Mon Sep 17 00:00:00 2001
From: Brandon Morelli <brandon.morelli@elastic.co>
Date: Thu, 1 May 2025 15:06:36 -0700
Subject: [PATCH 08/14] Update doc-preview-comment.yml

---
 .github/workflows/doc-preview-comment.yml | 101 +++++-----------------
 1 file changed, 24 insertions(+), 77 deletions(-)

diff --git a/.github/workflows/doc-preview-comment.yml b/.github/workflows/doc-preview-comment.yml
index def210c8a..fd6d164db 100644
--- a/.github/workflows/doc-preview-comment.yml
+++ b/.github/workflows/doc-preview-comment.yml
@@ -3,123 +3,70 @@ name: "Docs preview comment"
 on:
   pull_request:
     types: [opened, reopened, synchronize]
-  deployment_status:
-    types: [created]
 
 jobs:
-  build-in-progress:
-    if: github.event_name == 'pull_request'
-    runs-on: ubuntu-latest
-    steps:
-      - name: Post “build in progress” comment
-        uses: actions/github-script@v7
-        with:
-          github-token: ${{ secrets.GITHUB_TOKEN }}
-          script: |
-            const pr = context.payload.pull_request;
-            const prNumber = pr.number;
-            const owner = context.repo.owner;
-            const repo = context.repo.repo;
-
-            const body = [
-              "⏳ **Docs preview build in progress**",
-              "",
-              "Your docs preview build is running. This comment will be updated with preview links when it completes."
-            ].join("\n");
-
-            // Look for an existing in-progress comment
-            const { data: comments } = await github.rest.issues.listComments({
-              owner, repo, issue_number: prNumber
-            });
-            const botComment = comments.find(c =>
-              c.user.type === 'Bot' &&
-              c.body.startsWith("⏳ **Docs preview build in progress**")
-            );
-
-            if (botComment) {
-              await github.rest.issues.updateComment({
-                owner, repo,
-                comment_id: botComment.id,
-                body
-              });
-            } else {
-              await github.rest.issues.createComment({
-                owner, repo,
-                issue_number: prNumber,
-                body
-              });
-            }
-
   preview-links:
-    if: >
-      github.event.deployment.environment == 'docs-preview' &&
-      github.event.deployment_status.state == 'success'
     runs-on: ubuntu-latest
     steps:
-      - name: Post preview links comment
+      - name: Comment preview links for changed docs
         uses: actions/github-script@v7
         with:
           github-token: ${{ secrets.GITHUB_TOKEN }}
           script: |
-            // Get PR number from the deployment.task ("docs-preview-<PR#>")
-            const task = context.payload.deployment.task || '';
-            const prNumber = Number(task.split('-').pop());
-            const repo    = context.repo.repo;
-            const baseUrl = `https://docs-v3-preview.elastic.dev/${owner}/${repo}/pull/${prNumber}`;
+            const pr     = context.payload.pull_request;
+            const prNum  = pr.number;
+            const owner  = context.repo.owner;
+            const repo   = context.repo.repo;
+            const base   = `https://docs-v3-preview.elastic.dev/${owner}/${repo}/pull/${prNum}`;
 
-            // List PR files
+            // 1) List all files in this PR
             const { data: files } = await github.rest.pulls.listFiles({
-              owner, repo, pull_number: prNumber
+              owner, repo, pull_number: prNum
             });
 
-            // Filter out removed, non-.md, and anything in a _snippets folder
-            const changed = files
+            // 2) Filter to only added/modified .md files (skip removed and _snippets/)
+            const links = files
               .filter(f =>
                 f.status !== 'removed' &&
                 /\.md$/i.test(f.filename) &&
                 !/(^|\/)_snippets\//i.test(f.filename)
               )
               .map(f => {
-                // Convert index.md ⇒ trailing slash; otherwise strip .md
-                let path = f.filename.replace(/\/index\.md$/i, '/');
-                if (path === f.filename) {
-                  path = path.replace(/\.md$/i, '');
-                }
-                return `- [\`${f.filename}\`](${baseUrl}/${path})`;
+                let p = f.filename.replace(/\/index\.md$/i, '/');
+                if (p === f.filename) p = p.replace(/\.md$/i, '');
+                return `- [\`${f.filename}\`](${base}/${p})`;
               });
 
-            if (!changed.length) return; // nothing to do
+            if (!links.length) return;  // nothing to do
 
+            // 3) Build the comment body
             const body = [
               "🔍 **Preview links for changed docs:**",
               "",
-              ...changed,
+              ...links,
               "",
-              `You can also browse the full preview at ${baseUrl}/`
+              "🔔 *The preview site may take up to **5 minutes** to finish building. These links will become live once it completes.*"
             ].join("\n");
 
-            // Find existing bot comment (in-progress or previous links)
+            // 4) Post or update a single bot comment
             const { data: comments } = await github.rest.issues.listComments({
-              owner, repo, issue_number: prNumber
+              owner, repo, issue_number: prNum
             });
-            const botComment = comments.find(c =>
+            const existing = comments.find(c =>
               c.user.type === 'Bot' &&
-              (
-                c.body.startsWith("⏳ **Docs preview build in progress**") ||
-                c.body.startsWith("🔍 **Preview links for changed docs:**")
-              )
+              c.body.startsWith("🔍 **Preview links for changed docs:**")
             );
 
-            if (botComment) {
+            if (existing) {
               await github.rest.issues.updateComment({
                 owner, repo,
-                comment_id: botComment.id,
+                comment_id: existing.id,
                 body
               });
             } else {
               await github.rest.issues.createComment({
                 owner, repo,
-                issue_number: prNumber,
+                issue_number: prNum,
                 body
               });
             }

From c24380bf394cd72379263be9bbc06f71334cae71 Mon Sep 17 00:00:00 2001
From: bmorelli25 <brandon.morelli@elastic.co>
Date: Thu, 1 May 2025 15:07:40 -0700
Subject: [PATCH 09/14] test snippet update

---
 deploy-manage/_snippets/ecloud-security.md | 4 +++-
 1 file changed, 3 insertions(+), 1 deletion(-)

diff --git a/deploy-manage/_snippets/ecloud-security.md b/deploy-manage/_snippets/ecloud-security.md
index 803969ea2..2087333fb 100644
--- a/deploy-manage/_snippets/ecloud-security.md
+++ b/deploy-manage/_snippets/ecloud-security.md
@@ -8,4 +8,6 @@ In {{ech}}, you can augment these security features in the following ways:
 
 {{ech}} doesn't support custom SSL certificates, which means that a custom CNAME for an {{ech}} endpoint such as *mycluster.mycompanyname.com* also is not supported.
 
-Refer to [{{ecloud}} security](https://www.elastic.co/cloud/security) for more details about Elastic security and privacy programs.
\ No newline at end of file
+Refer to [{{ecloud}} security](https://www.elastic.co/cloud/security) for more details about Elastic security and privacy programs.
+
+test snippet update
\ No newline at end of file

From 0745c3bdddb04486e37ba6ce0008dcd1de2fedd9 Mon Sep 17 00:00:00 2001
From: bmorelli25 <brandon.morelli@elastic.co>
Date: Thu, 1 May 2025 15:10:29 -0700
Subject: [PATCH 10/14] Revert "TEST"

This reverts commit e49784ce50c06fa17d87298d51708075abcb2a7a.
---
 explore-analyze/find-and-organize/data-views.md             | 1 -
 explore-analyze/find-and-organize/reports.md                | 3 ---
 manage-data/data-store/data-streams/manage-data-stream.md   | 6 +++++-
 release-notes/apm-agents/index.md                           | 4 +---
 solutions/_snippets/elastic-llm.md                          | 4 +---
 solutions/observability.md                                  | 4 +---
 .../cloud/amazon-web-services-aws-monitoring.md             | 1 -
 7 files changed, 8 insertions(+), 15 deletions(-)

diff --git a/explore-analyze/find-and-organize/data-views.md b/explore-analyze/find-and-organize/data-views.md
index 8dde5c477..572a90f80 100644
--- a/explore-analyze/find-and-organize/data-views.md
+++ b/explore-analyze/find-and-organize/data-views.md
@@ -20,7 +20,6 @@ $$$management-cross-cluster-search$$$
 
 $$$data-views-read-only-access$$$
 
-test
 
 By default, analytics features such as Discover require a {{data-source}} to access the {{es}} data that you want to explore. A {{data-source}} can point to one or more indices, [data streams](../../manage-data/data-store/data-streams.md), or [index aliases](/manage-data/data-store/aliases.md). For example, a {{data-source}} can point to your log data from yesterday, or all indices that contain your data.
 
diff --git a/explore-analyze/find-and-organize/reports.md b/explore-analyze/find-and-organize/reports.md
index 03c4c3840..d86b3f548 100644
--- a/explore-analyze/find-and-organize/reports.md
+++ b/explore-analyze/find-and-organize/reports.md
@@ -22,6 +22,3 @@ To view and manage reports, go to **Management** > **Reporting**.
 You can download or view details about the report by clicking the icons in the actions menu.
 
 To delete one or more reports, select their checkboxes then click **Delete reports**.
-
-
-test
\ No newline at end of file
diff --git a/manage-data/data-store/data-streams/manage-data-stream.md b/manage-data/data-store/data-streams/manage-data-stream.md
index aa1234a1b..0fa910655 100644
--- a/manage-data/data-store/data-streams/manage-data-stream.md
+++ b/manage-data/data-store/data-streams/manage-data-stream.md
@@ -21,4 +21,8 @@ In {{es-serverless}}, indices matching the `logs-*-*` pattern use the logsDB ind
 
 * To view more information about a data stream, such as its generation or its current index lifecycle policy, click the stream’s name. From this view, you can navigate to **Discover** to further explore data within the data stream.
 * To view information about the stream’s backing indices, click the number in the **Indices** column.
-* [preview] To modify the data retention value, select an index, open the **Manage**  menu, and click **Edit data retention**.
\ No newline at end of file
+<<<<<<< HEAD
+* [preview] To modify the data retention value, select an index, open the **Manage**  menu, and click **Edit data retention**.
+=======
+* [preview] To modify the data retention value, select an index, open the **Manage**  menu, and click **Edit data retention**.
+>>>>>>> parent of e49784ce (TEST)
diff --git a/release-notes/apm-agents/index.md b/release-notes/apm-agents/index.md
index facb8d3b8..48edaf496 100644
--- a/release-notes/apm-agents/index.md
+++ b/release-notes/apm-agents/index.md
@@ -3,6 +3,4 @@ navigation_title: "Elastic APM agents"
 ---
 
 # Elastic APM agents release notes [elastic-apm--agents-release-notes]
-Review the changes, fixes, and more in each version of the Elastic APM agents.
-
-test
\ No newline at end of file
+Review the changes, fixes, and more in each version of the Elastic APM agents.
\ No newline at end of file
diff --git a/solutions/_snippets/elastic-llm.md b/solutions/_snippets/elastic-llm.md
index 6c02befc7..0f07d5949 100644
--- a/solutions/_snippets/elastic-llm.md
+++ b/solutions/_snippets/elastic-llm.md
@@ -3,6 +3,4 @@
 Using the preconfigured LLM enables you to use features such as Playground and AI Assistant without having an account with an LLM provider or setting up an LLM connector.
 
 The LLM is hosted as a service and will incur additional costs.
-For more details, refer to the [pricing page](https://www.elastic.co/pricing).
-
-test
\ No newline at end of file
+For more details, refer to the [pricing page](https://www.elastic.co/pricing).
\ No newline at end of file
diff --git a/solutions/observability.md b/solutions/observability.md
index afc5a312d..575397fb1 100644
--- a/solutions/observability.md
+++ b/solutions/observability.md
@@ -31,6 +31,4 @@ applies_to:
 * [**Detect anomalies and spikes**](/explore-analyze/machine-learning/anomaly-detection.md): Find unusual behavior in time series data.
 * [**Monitor application performance**](/solutions/observability/apm/index.md): Monitor your software services and applications in real time.
 * [**Integrate with OpenTelemetry**](/solutions/observability/apm/use-opentelemetry-with-apm.md): Reuse existing APM instrumentation to capture logs, traces, and metrics.
-* [**Monitor your hosts and services**](/solutions/observability/infra-and-hosts/analyze-compare-hosts.md): Get a metrics-driven view of your hosts backed by an interface called Lens.
-
-test
\ No newline at end of file
+* [**Monitor your hosts and services**](/solutions/observability/infra-and-hosts/analyze-compare-hosts.md): Get a metrics-driven view of your hosts backed by an interface called Lens.
\ No newline at end of file
diff --git a/solutions/observability/cloud/amazon-web-services-aws-monitoring.md b/solutions/observability/cloud/amazon-web-services-aws-monitoring.md
index 712986b92..dd7c8dc36 100644
--- a/solutions/observability/cloud/amazon-web-services-aws-monitoring.md
+++ b/solutions/observability/cloud/amazon-web-services-aws-monitoring.md
@@ -27,4 +27,3 @@ For a full list of supported AWS integrations, check the [Elastic Integrations d
 
 
 
-test
\ No newline at end of file

From 02d07564511fad85b1f6130f23085dfd42ea167d Mon Sep 17 00:00:00 2001
From: bmorelli25 <brandon.morelli@elastic.co>
Date: Thu, 1 May 2025 15:10:46 -0700
Subject: [PATCH 11/14] Revert "test snippet update"

This reverts commit c24380bf394cd72379263be9bbc06f71334cae71.
---
 deploy-manage/_snippets/ecloud-security.md | 4 +---
 1 file changed, 1 insertion(+), 3 deletions(-)

diff --git a/deploy-manage/_snippets/ecloud-security.md b/deploy-manage/_snippets/ecloud-security.md
index 2087333fb..803969ea2 100644
--- a/deploy-manage/_snippets/ecloud-security.md
+++ b/deploy-manage/_snippets/ecloud-security.md
@@ -8,6 +8,4 @@ In {{ech}}, you can augment these security features in the following ways:
 
 {{ech}} doesn't support custom SSL certificates, which means that a custom CNAME for an {{ech}} endpoint such as *mycluster.mycompanyname.com* also is not supported.
 
-Refer to [{{ecloud}} security](https://www.elastic.co/cloud/security) for more details about Elastic security and privacy programs.
-
-test snippet update
\ No newline at end of file
+Refer to [{{ecloud}} security](https://www.elastic.co/cloud/security) for more details about Elastic security and privacy programs.
\ No newline at end of file

From 7a9cc4c11c05f59b51449f10dd0fdd2b6089c892 Mon Sep 17 00:00:00 2001
From: bmorelli25 <brandon.morelli@elastic.co>
Date: Thu, 1 May 2025 15:11:02 -0700
Subject: [PATCH 12/14] Revert "Ensure original message is edited when new
 changes happen"

This reverts commit 17b39108c359d6a8b796b3d06502669c8a7de299.
---
 .../data-streams/downsampling-time-series-data-stream.md    | 1 -
 manage-data/data-store/data-streams/manage-data-stream.md   | 6 ++++++
 2 files changed, 6 insertions(+), 1 deletion(-)

diff --git a/manage-data/data-store/data-streams/downsampling-time-series-data-stream.md b/manage-data/data-store/data-streams/downsampling-time-series-data-stream.md
index 495182dc8..6f0b72100 100644
--- a/manage-data/data-store/data-streams/downsampling-time-series-data-stream.md
+++ b/manage-data/data-store/data-streams/downsampling-time-series-data-stream.md
@@ -22,7 +22,6 @@ Check the following sections to learn more:
 * [Restrictions and limitations](#downsampling-restrictions)
 * [Try it out](#try-out-downsampling)
 
-test
 
 ## How it works [how-downsampling-works]
 
diff --git a/manage-data/data-store/data-streams/manage-data-stream.md b/manage-data/data-store/data-streams/manage-data-stream.md
index 0fa910655..fc8eb4a4e 100644
--- a/manage-data/data-store/data-streams/manage-data-stream.md
+++ b/manage-data/data-store/data-streams/manage-data-stream.md
@@ -22,7 +22,13 @@ In {{es-serverless}}, indices matching the `logs-*-*` pattern use the logsDB ind
 * To view more information about a data stream, such as its generation or its current index lifecycle policy, click the stream’s name. From this view, you can navigate to **Discover** to further explore data within the data stream.
 * To view information about the stream’s backing indices, click the number in the **Indices** column.
 <<<<<<< HEAD
+<<<<<<< HEAD
 * [preview] To modify the data retention value, select an index, open the **Manage**  menu, and click **Edit data retention**.
 =======
 * [preview] To modify the data retention value, select an index, open the **Manage**  menu, and click **Edit data retention**.
 >>>>>>> parent of e49784ce (TEST)
+=======
+* [preview] To modify the data retention value, select an index, open the **Manage**  menu, and click **Edit data retention**.
+
+test
+>>>>>>> parent of 17b39108 (Ensure original message is edited when new changes happen)

From 651ce1bfe507f945b2720d592ea729ad455775a6 Mon Sep 17 00:00:00 2001
From: bmorelli25 <brandon.morelli@elastic.co>
Date: Thu, 1 May 2025 15:12:14 -0700
Subject: [PATCH 13/14] fix the conflicts

---
 .../data-store/data-streams/manage-data-stream.md    | 12 +-----------
 1 file changed, 1 insertion(+), 11 deletions(-)

diff --git a/manage-data/data-store/data-streams/manage-data-stream.md b/manage-data/data-store/data-streams/manage-data-stream.md
index fc8eb4a4e..aa1234a1b 100644
--- a/manage-data/data-store/data-streams/manage-data-stream.md
+++ b/manage-data/data-store/data-streams/manage-data-stream.md
@@ -21,14 +21,4 @@ In {{es-serverless}}, indices matching the `logs-*-*` pattern use the logsDB ind
 
 * To view more information about a data stream, such as its generation or its current index lifecycle policy, click the stream’s name. From this view, you can navigate to **Discover** to further explore data within the data stream.
 * To view information about the stream’s backing indices, click the number in the **Indices** column.
-<<<<<<< HEAD
-<<<<<<< HEAD
-* [preview] To modify the data retention value, select an index, open the **Manage**  menu, and click **Edit data retention**.
-=======
-* [preview] To modify the data retention value, select an index, open the **Manage**  menu, and click **Edit data retention**.
->>>>>>> parent of e49784ce (TEST)
-=======
-* [preview] To modify the data retention value, select an index, open the **Manage**  menu, and click **Edit data retention**.
-
-test
->>>>>>> parent of 17b39108 (Ensure original message is edited when new changes happen)
+* [preview] To modify the data retention value, select an index, open the **Manage**  menu, and click **Edit data retention**.
\ No newline at end of file

From 22a32229318b8888627fb9a4389b8ef49a4d1e6e Mon Sep 17 00:00:00 2001
From: bmorelli25 <brandon.morelli@elastic.co>
Date: Thu, 1 May 2025 15:12:34 -0700
Subject: [PATCH 14/14] clean

---
 manage-data/data-store/data-streams/manage-data-stream.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/manage-data/data-store/data-streams/manage-data-stream.md b/manage-data/data-store/data-streams/manage-data-stream.md
index aa1234a1b..8311bfe92 100644
--- a/manage-data/data-store/data-streams/manage-data-stream.md
+++ b/manage-data/data-store/data-streams/manage-data-stream.md
@@ -21,4 +21,4 @@ In {{es-serverless}}, indices matching the `logs-*-*` pattern use the logsDB ind
 
 * To view more information about a data stream, such as its generation or its current index lifecycle policy, click the stream’s name. From this view, you can navigate to **Discover** to further explore data within the data stream.
 * To view information about the stream’s backing indices, click the number in the **Indices** column.
-* [preview] To modify the data retention value, select an index, open the **Manage**  menu, and click **Edit data retention**.
\ No newline at end of file
+* [preview] To modify the data retention value, select an index, open the **Manage**  menu, and click **Edit data retention**.