diff --git a/.github/workflows/pull_request.yaml b/.github/workflows/pull_request.yaml
index ec17d2e5a..9b8f442fb 100644
--- a/.github/workflows/pull_request.yaml
+++ b/.github/workflows/pull_request.yaml
@@ -384,6 +384,7 @@ jobs:
           GH_TOKEN: ${{ github.token }}
           PR: ${{ github.event.pull_request.number }}
         run: |
+          set -o pipefail
           marker='<!-- policyengine-uk-data-fit-comparison -->'
           if [ ! -s fit.md ]; then
             # The job failed before the comparison could write a comment.
@@ -394,14 +395,32 @@ jobs:
               echo "The comparison did not run. See the [workflow run]($GITHUB_SERVER_URL/$GITHUB_REPOSITORY/actions/runs/$GITHUB_RUN_ID)."
             } > fit.md
           fi
-          existing=$(gh api --paginate "repos/$GITHUB_REPOSITORY/issues/$PR/comments" \
-            --jq ".[] | select(.user.login == \"github-actions[bot]\") | select(.body | startswith(\"$marker\")) | .id" \
-            | tail -n 1)
-          if [ -n "$existing" ]; then
-            gh api -X PATCH "repos/$GITHUB_REPOSITORY/issues/comments/$existing" -F body=@fit.md > /dev/null
-          else
-            gh api -X POST "repos/$GITHUB_REPOSITORY/issues/$PR/comments" -F body=@fit.md > /dev/null
-          fi
+          # GitHub's API sometimes answers with an error status and an empty
+          # body, which the GitHub CLI reports only as "unexpected end of JSON
+          # input", so a failed attempt is retried. Each attempt searches for
+          # the comment first, so a retry after a write that GitHub applied but
+          # reported as failed updates that comment instead of posting another.
+          post_or_update_comment() {
+            existing=$(gh api --paginate "repos/$GITHUB_REPOSITORY/issues/$PR/comments" \
+              --jq ".[] | select(.user.login == \"github-actions[bot]\") | select(.body | startswith(\"$marker\")) | .id" \
+              | tail -n 1) || return 1
+            if [ -n "$existing" ]; then
+              gh api -X PATCH "repos/$GITHUB_REPOSITORY/issues/comments/$existing" -F body=@fit.md > /dev/null
+            else
+              gh api -X POST "repos/$GITHUB_REPOSITORY/issues/$PR/comments" -F body=@fit.md > /dev/null
+            fi
+          }
+          for attempt in 1 2 3; do
+            if post_or_update_comment; then
+              exit 0
+            fi
+            if [ "$attempt" -lt 3 ]; then
+              echo "Attempt $attempt to post or update the comment failed; retrying in $((attempt * 20)) seconds."
+              sleep $((attempt * 20))
+            fi
+          done
+          echo "::error::Could not post or update the pull request comment after 3 attempts."
+          exit 1
       - name: Fail on a fit regression
         if: steps.compare.outputs.status != '0'
         run: |
diff --git a/changelog.d/emudhra-ca-trust-update.fixed.md b/changelog.d/emudhra-ca-trust-update.fixed.md
new file mode 100644
index 000000000..010da3357
--- /dev/null
+++ b/changelog.d/emudhra-ca-trust-update.fixed.md
@@ -0,0 +1 @@
+Stop trusting the compromised eMudhra certificate authorities in the locked build environment: certifi is upgraded from 2025.11.12 to 2026.10.19 and hf-xet from 1.2.0 to 1.7.0, so the HTTPS connections the dataset build makes to Hugging Face and Google Cloud Storage reject certificates issued under "emSign ECC Root CA - G3".
diff --git a/policyengine_uk_data/tests/test_workflow_artifacts.py b/policyengine_uk_data/tests/test_workflow_artifacts.py
index f26e4c49b..044cee655 100644
--- a/policyengine_uk_data/tests/test_workflow_artifacts.py
+++ b/policyengine_uk_data/tests/test_workflow_artifacts.py
@@ -177,9 +177,9 @@
         "commands": (
             (
                 "existing=$(gh api --paginate "
-                '"repos/$GITHUB_REPOSITORY/issues/$PR/comments"    --jq ".[] | '
+                '"repos/$GITHUB_REPOSITORY/issues/$PR/comments"      --jq ".[] | '
                 'select(.user.login == \\"github-actions[bot]\\") | select(.body | '
-                'startswith(\\"$marker\\")) | .id"    | tail -n 1)'
+                'startswith(\\"$marker\\")) | .id"      | tail -n 1) || return 1'
             ),
             (
                 'gh api -X PATCH "repos/$GITHUB_REPOSITORY/issues/comments/$existing" '
diff --git a/uv.lock b/uv.lock
index 9b3ac0695..c00a7391f 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1,5 +1,5 @@
 version = 1
-revision = 3
+revision = 5
 requires-python = ">=3.13"
 
 [[package]]
@@ -156,11 +156,11 @@ wheels = [
 
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-version = "2025.11.12"
+version = "2026.10.19"
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 ]
 
 [[package]]
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 [[package]]
@@ -1433,7 +1428,7 @@ wheels = [
 
 [[package]]
 name = "policyengine-uk-data"
-version = "1.58.2"
+version = "1.59.1"
 source = { editable = "." }
 dependencies = [
     { name = "google-auth" },