diff --git a/.github/workflows/cd-deploy.yaml b/.github/workflows/cd-deploy.yaml
index 3f1eb6d69..ca0367f8d 100644
--- a/.github/workflows/cd-deploy.yaml
+++ b/.github/workflows/cd-deploy.yaml
@@ -69,6 +69,9 @@ jobs:
               # Check if staff helm chart exists
               helm status bt-staff &>/dev/null && staff_status=true || staff_status=false
 
+              # Delete deployment if selector labels changed (immutable field)
+              kubectl delete deployment bt-staff-frontend -n bt --ignore-not-found=true
+
               # Upgrade staff helm chart, or install if not exists
               helm upgrade bt-staff oci://registry-1.docker.io/octoberkeleytime/bt-staff \
                 --install \
diff --git a/.github/workflows/cd-dev.yaml b/.github/workflows/cd-dev.yaml
index efd745d8f..095d8e625 100644
--- a/.github/workflows/cd-dev.yaml
+++ b/.github/workflows/cd-dev.yaml
@@ -83,6 +83,7 @@ jobs:
       environment: development
       name: bt-dev-app-${{ needs.compute-sha.outputs.sha_short }}
       version: 0.1.0-dev-${{ needs.compute-sha.outputs.sha_short }}
+      deploy_staff: false
       values: |
         env: dev
         ttl: ${{ inputs.ttl }}
diff --git a/.github/workflows/datapuller-trigger.yaml b/.github/workflows/datapuller-trigger.yaml
new file mode 100644
index 000000000..9abd510e6
--- /dev/null
+++ b/.github/workflows/datapuller-trigger.yaml
@@ -0,0 +1,64 @@
+name: "Datapuller: Manual Trigger"
+run-name: "Datapuller: ${{ github.event.inputs.job }} triggered by ${{ github.actor }}"
+
+on:
+  workflow_dispatch:
+    inputs:
+      job:
+        description: "Select which datapuller job to run"
+        required: true
+        type: choice
+        options:
+          - terms-all
+          - terms-nearby
+          - courses
+          - sections-active
+          - sections-l5y
+          - classes-active
+          - classes-l5y
+          - grades-recent
+          - grades-l5y
+          - enrollments
+          - enrollment-timeframe
+
+jobs:
+  trigger:
+    name: Trigger and Stream Logs
+    runs-on: ubuntu-latest
+
+    steps:
+      - name: SSH, Trigger Job, and Stream Logs
+        uses: appleboy/ssh-action@v1.2.0
+        with:
+          host: ${{ secrets.SSH_HOST }}
+          username: ${{ secrets.SSH_USERNAME }}
+          key: ${{ secrets.SSH_KEY }}
+          command_timeout: 25m
+          script: |
+            set -e
+
+            # define variables
+            CRONJOB="bt-prod-app-datapuller-${{ github.event.inputs.job }}"
+            JOB_NAME="${CRONJOB}-manual-$(date +%s)"
+            NAMESPACE="bt"
+
+            # set timeout based on job type
+            case "${{ github.event.inputs.job }}" in grades-l5y|sections-l5y|classes-l5y)
+                TIMEOUT=1200s ;;  # 20 min
+              *)
+                TIMEOUT=600s ;;  # 10 min
+            esac
+
+            echo "=== Creating job ${JOB_NAME} from cronjob ${CRONJOB} ==="
+            kubectl create job "${JOB_NAME}" --from="cronjob/${CRONJOB}" -n "${NAMESPACE}"
+
+            echo "=== Waiting for pod to start ==="
+            kubectl wait --for=condition=ready pod -l job-name="${JOB_NAME}" -n "${NAMESPACE}" --timeout=120s || true
+
+            echo "=== Streaming logs ==="
+            kubectl logs -n "${NAMESPACE}" -l job-name="${JOB_NAME}" --follow || true
+
+            echo "=== Waiting for job to complete ==="
+            kubectl wait --for=condition=complete job/"${JOB_NAME}" -n "${NAMESPACE}" --timeout="${TIMEOUT}"
+
+            echo "=== Job completed successfully ==="
\ No newline at end of file
diff --git a/apps/backend/package.json b/apps/backend/package.json
index 3e01b1ea9..0bcafd18f 100644
--- a/apps/backend/package.json
+++ b/apps/backend/package.json
@@ -44,6 +44,16 @@
     "@graphql-tools/schema": "^10.0.25",
     "@graphql-tools/utils": "^10.9.1",
     "@keyv/redis": "^5.1.2",
+    "@kubernetes/client-node": "^1.4.0",
+    "@opentelemetry/api": "^1.9.0",
+    "@opentelemetry/auto-instrumentations-node": "^0.53.0",
+    "@opentelemetry/exporter-logs-otlp-http": "^0.56.0",
+    "@opentelemetry/exporter-metrics-otlp-http": "^0.56.0",
+    "@opentelemetry/exporter-trace-otlp-http": "^0.56.0",
+    "@opentelemetry/resources": "^1.29.0",
+    "@opentelemetry/sdk-logs": "^0.56.0",
+    "@opentelemetry/sdk-metrics": "1.29.0",
+    "@opentelemetry/sdk-node": "^0.56.0",
     "@repo/common": "*",
     "@repo/gql-typedefs": "*",
     "@repo/shared": "*",
@@ -65,8 +75,9 @@
     "papaparse": "^5.5.3",
     "passport": "^0.7.0",
     "passport-google-oauth20": "^2.0.0",
+    "pino": "^9.6.0",
     "redis": "^5.8.3",
-    "uuid": "^13.0.0",
-    "undici": "^7.14.0"
+    "undici": "^7.14.0",
+    "uuid": "^13.0.0"
   }
 }
diff --git a/git-rebase-todo b/git-rebase-todo
new file mode 100644
index 000000000..de8c1cf08
--- /dev/null
+++ b/git-rebase-todo
@@ -0,0 +1,42 @@
+drop df5cf8460 # feat: Implement OpenTelemetry-based observability stack
+pick 46aabe3c0 # datapuller button test
+pick ea932f783 # added status for data puller
+pick 6bef7b42f # fix: resolve circular data reference in useDatapullerJobStatus
+pick 1343d049a # package updates
+pick bf5aa310a # package changes
+pick 27900b265 # changed to stable selectors
+pick 8ca60d940 # revert: disable deploy_staff in dev workflow
+pick ecb2c3d22 # staff dashboard test in dev
+pick a5c2072bb # staff dashboard deployment in dev
+pick 9d8a1e6d6 # don't deploy staff dashboard
+
+# Rebase 57fb92c94..9d8a1e6d6 onto 57fb92c94 (11 commands)
+#
+# Commands:
+# p, pick <commit> = use commit
+# r, reword <commit> = use commit, but edit the commit message
+# e, edit <commit> = use commit, but stop for amending
+# s, squash <commit> = use commit, but meld into previous commit
+# f, fixup [-C | -c] <commit> = like "squash" but keep only the previous
+#                    commit's log message, unless -C is used, in which case
+#                    keep only this commit's message; -c is same as -C but
+#                    opens the editor
+# x, exec <command> = run command (the rest of the line) using shell
+# b, break = stop here (continue rebase later with 'git rebase --continue')
+# d, drop <commit> = remove commit
+# l, label <label> = label current HEAD with a name
+# t, reset <label> = reset HEAD to a label
+# m, merge [-C <commit> | -c <commit>] <label> [# <oneline>]
+#         create a merge commit using the original merge commit's
+#         message (or the oneline, if no original merge commit was
+#         specified); use -c <commit> to reword the commit message
+# u, update-ref <ref> = track a placeholder for the <ref> to be updated
+#                       to this position in the new commits. The <ref> is
+#                       updated at the end of the rebase
+#
+# These lines can be re-ordered; they are executed from top to bottom.
+#
+# If you remove a line here THAT COMMIT WILL BE LOST.
+#
+# However, if you remove everything, the rebase will be aborted.
+#
diff --git a/infra/staff/templates/_helpers.tpl b/infra/staff/templates/_helpers.tpl
index fff13f046..78695eeba 100644
--- a/infra/staff/templates/_helpers.tpl
+++ b/infra/staff/templates/_helpers.tpl
@@ -15,8 +15,13 @@ app.kubernetes.io/instance: {{ .Release.Name }}
 env: {{ .Values.env }}
 {{- end -}}
 
-{{- define "bt-staff.frontendLabels" -}}
+{{- define "bt-staff.frontendSelectorLabels" -}}
 app.kubernetes.io/name: frontend
+app.kubernetes.io/instance: {{ .Release.Name }}
+{{- end -}}
+
+{{- define "bt-staff.frontendLabels" -}}
+{{ include "bt-staff.frontendSelectorLabels" . }}
 {{ include "bt-staff.labels" . }}
 {{- end -}}
 
diff --git a/infra/staff/templates/frontend.yaml b/infra/staff/templates/frontend.yaml
index 539b2c60d..c8c9c3f9f 100644
--- a/infra/staff/templates/frontend.yaml
+++ b/infra/staff/templates/frontend.yaml
@@ -8,7 +8,7 @@ spec:
   replicas: {{ .Values.frontend.replicas }}
   selector:
     matchLabels:
-      {{- include "bt-staff.frontendLabels" . | nindent 6 }}
+      {{- include "bt-staff.frontendSelectorLabels" . | nindent 6 }}
   template:
     metadata:
       labels:
@@ -31,7 +31,7 @@ metadata:
     {{- include "bt-staff.frontendLabels" . | nindent 4 }}
 spec:
   selector:
-    {{- include "bt-staff.frontendLabels" . | nindent 4 }}
+    {{- include "bt-staff.frontendSelectorLabels" . | nindent 4 }}
   ports:
     - protocol: TCP
       port: {{ .Values.port }}
diff --git a/package-lock.json b/package-lock.json
index 50b18b147..46ebf06d3 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -84,6 +84,16 @@
         "@graphql-tools/schema": "^10.0.25",
         "@graphql-tools/utils": "^10.9.1",
         "@keyv/redis": "^5.1.2",
+        "@kubernetes/client-node": "^1.4.0",
+        "@opentelemetry/api": "^1.9.0",
+        "@opentelemetry/auto-instrumentations-node": "^0.53.0",
+        "@opentelemetry/exporter-logs-otlp-http": "^0.56.0",
+        "@opentelemetry/exporter-metrics-otlp-http": "^0.56.0",
+        "@opentelemetry/exporter-trace-otlp-http": "^0.56.0",
+        "@opentelemetry/resources": "^1.29.0",
+        "@opentelemetry/sdk-logs": "^0.56.0",
+        "@opentelemetry/sdk-metrics": "1.29.0",
+        "@opentelemetry/sdk-node": "^0.56.0",
         "@repo/common": "*",
         "@repo/gql-typedefs": "*",
         "@repo/shared": "*",
@@ -105,6 +115,7 @@
         "papaparse": "^5.5.3",
         "passport": "^0.7.0",
         "passport-google-oauth20": "^2.0.0",
+        "pino": "^9.6.0",
         "redis": "^5.8.3",
         "undici": "^7.14.0",
         "uuid": "^13.0.0"
@@ -134,6 +145,38 @@
         "typescript": "^5.9.3"
       }
     },
+    "apps/backend/node_modules/@opentelemetry/resources": {
+      "version": "1.29.0",
+      "resolved": "https://registry.npmjs.org/@opentelemetry/resources/-/resources-1.29.0.tgz",
+      "integrity": "sha512-s7mLXuHZE7RQr1wwweGcaRp3Q4UJJ0wazeGlc/N5/XSe6UyXfsh1UQGMADYeg7YwD+cEdMtU1yJAUXdnFzYzyQ==",
+      "license": "Apache-2.0",
+      "dependencies": {
+        "@opentelemetry/core": "1.29.0",
+        "@opentelemetry/semantic-conventions": "1.28.0"
+      },
+      "engines": {
+        "node": ">=14"
+      },
+      "peerDependencies": {
+        "@opentelemetry/api": ">=1.0.0 <1.10.0"
+      }
+    },
+    "apps/backend/node_modules/@opentelemetry/sdk-metrics": {
+      "version": "1.29.0",
+      "resolved": "https://registry.npmjs.org/@opentelemetry/sdk-metrics/-/sdk-metrics-1.29.0.tgz",
+      "integrity": "sha512-MkVtuzDjXZaUJSuJlHn6BSXjcQlMvHcsDV7LjY4P6AJeffMa4+kIGDjzsCf6DkAh6Vqlwag5EWEam3KZOX5Drw==",
+      "license": "Apache-2.0",
+      "dependencies": {
+        "@opentelemetry/core": "1.29.0",
+        "@opentelemetry/resources": "1.29.0"
+      },
+      "engines": {
+        "node": ">=14"
+      },
+      "peerDependencies": {
+        "@opentelemetry/api": ">=1.3.0 <1.10.0"
+      }
+    },
     "apps/backend/node_modules/uuid": {
       "version": "13.0.0",
       "resolved": "https://registry.npmjs.org/uuid/-/uuid-13.0.0.tgz",
@@ -171,6 +214,14 @@
         "@apollo/client": "4.0.7",
         "@floating-ui/dom": "^1.7.4",
         "@mapbox/mapbox-gl-directions": "^4.3.1",
+        "@opentelemetry/api": "^1.9.0",
+        "@opentelemetry/auto-instrumentations-web": "^0.44.0",
+        "@opentelemetry/context-zone": "^1.29.0",
+        "@opentelemetry/exporter-trace-otlp-http": "^0.56.0",
+        "@opentelemetry/instrumentation": "^0.56.0",
+        "@opentelemetry/resources": "^1.29.0",
+        "@opentelemetry/sdk-trace-base": "^1.29.0",
+        "@opentelemetry/sdk-trace-web": "^1.29.0",
         "@repo/common": "*",
         "@repo/shared": "*",
         "@repo/theme": "*",
@@ -213,6 +264,26 @@
         "vite": "^7.1.9"
       }
     },
+    "apps/frontend/node_modules/@opentelemetry/instrumentation": {
+      "version": "0.56.0",
+      "resolved": "https://registry.npmjs.org/@opentelemetry/instrumentation/-/instrumentation-0.56.0.tgz",
+      "integrity": "sha512-2KkGBKE+FPXU1F0zKww+stnlUxUTlBvLCiWdP63Z9sqXYeNI/ziNzsxAp4LAdUcTQmXjw1IWgvm5CAb/BHy99w==",
+      "license": "Apache-2.0",
+      "dependencies": {
+        "@opentelemetry/api-logs": "0.56.0",
+        "@types/shimmer": "^1.2.0",
+        "import-in-the-middle": "^1.8.1",
+        "require-in-the-middle": "^7.1.1",
+        "semver": "^7.5.2",
+        "shimmer": "^1.2.1"
+      },
+      "engines": {
+        "node": ">=14"
+      },
+      "peerDependencies": {
+        "@opentelemetry/api": "^1.3.0"
+      }
+    },
     "apps/frontend/node_modules/react-is": {
       "version": "19.2.0",
       "resolved": "https://registry.npmjs.org/react-is/-/react-is-19.2.0.tgz",
@@ -4675,6 +4746,43 @@
         "graphql": "^0.8.0 || ^0.9.0 || ^0.10.0 || ^0.11.0 || ^0.12.0 || ^0.13.0 || ^14.0.0 || ^15.0.0 || ^16.0.0 || ^17.0.0"
       }
     },
+    "node_modules/@grpc/grpc-js": {
+      "version": "1.14.3",
+      "resolved": "https://registry.npmjs.org/@grpc/grpc-js/-/grpc-js-1.14.3.tgz",
+      "integrity": "sha512-Iq8QQQ/7X3Sac15oB6p0FmUg/klxQvXLeileoqrTRGJYLV+/9tubbr9ipz0GKHjmXVsgFPo/+W+2cA8eNcR+XA==",
+      "license": "Apache-2.0",
+      "dependencies": {
+        "@grpc/proto-loader": "^0.8.0",
+        "@js-sdsl/ordered-map": "^4.4.2"
+      },
+      "engines": {
+        "node": ">=12.10.0"
+      }
+    },
+    "node_modules/@grpc/proto-loader": {
+      "version": "0.8.0",
+      "resolved": "https://registry.npmjs.org/@grpc/proto-loader/-/proto-loader-0.8.0.tgz",
+      "integrity": "sha512-rc1hOQtjIWGxcxpb9aHAfLpIctjEnsDehj0DAiVfBlmT84uvR0uUtN2hEi/ecvWVjXUGf5qPF4qEgiLOx1YIMQ==",
+      "license": "Apache-2.0",
+      "dependencies": {
+        "lodash.camelcase": "^4.3.0",
+        "long": "^5.0.0",
+        "protobufjs": "^7.5.3",
+        "yargs": "^17.7.2"
+      },
+      "bin": {
+        "proto-loader-gen-types": "build/bin/proto-loader-gen-types.js"
+      },
+      "engines": {
+        "node": ">=6"
+      }
+    },
+    "node_modules/@grpc/proto-loader/node_modules/long": {
+      "version": "5.3.2",
+      "resolved": "https://registry.npmjs.org/long/-/long-5.3.2.tgz",
+      "integrity": "sha512-mNAgZ1GmyNhD7AuqnTG3/VQ26o760+ZYBPKjPvugO8+nLbYfX6TVpJPseBvopbdY+qpZ/lKUnmEc1LeZYS3QAA==",
+      "license": "Apache-2.0"
+    },
     "node_modules/@humanfs/core": {
       "version": "0.19.1",
       "dev": true,
@@ -5220,6 +5328,40 @@
         "@jridgewell/sourcemap-codec": "^1.4.14"
       }
     },
+    "node_modules/@js-sdsl/ordered-map": {
+      "version": "4.4.2",
+      "resolved": "https://registry.npmjs.org/@js-sdsl/ordered-map/-/ordered-map-4.4.2.tgz",
+      "integrity": "sha512-iUKgm52T8HOE/makSxjqoWhe95ZJA1/G1sYsGev2JDKUSS14KAgg1LHb+Ba+IPow0xflbnSkOsZcO08C7w1gYw==",
+      "license": "MIT",
+      "funding": {
+        "type": "opencollective",
+        "url": "https://opencollective.com/js-sdsl"
+      }
+    },
+    "node_modules/@jsep-plugin/assignment": {
+      "version": "1.3.0",
+      "resolved": "https://registry.npmjs.org/@jsep-plugin/assignment/-/assignment-1.3.0.tgz",
+      "integrity": "sha512-VVgV+CXrhbMI3aSusQyclHkenWSAm95WaiKrMxRFam3JSUiIaQjoMIw2sEs/OX4XifnqeQUN4DYbJjlA8EfktQ==",
+      "license": "MIT",
+      "engines": {
+        "node": ">= 10.16.0"
+      },
+      "peerDependencies": {
+        "jsep": "^0.4.0||^1.0.0"
+      }
+    },
+    "node_modules/@jsep-plugin/regex": {
+      "version": "1.0.4",
+      "resolved": "https://registry.npmjs.org/@jsep-plugin/regex/-/regex-1.0.4.tgz",
+      "integrity": "sha512-q7qL4Mgjs1vByCaTnDFcBnV9HS7GVPJX5vyVoCgZHNSC9rjwIlmbXG5sUuorR5ndfHAIlJ8pVStxvjXHbNvtUg==",
+      "license": "MIT",
+      "engines": {
+        "node": ">= 10.16.0"
+      },
+      "peerDependencies": {
+        "jsep": "^0.4.0||^1.0.0"
+      }
+    },
     "node_modules/@keyv/redis": {
       "version": "5.1.2",
       "license": "MIT",
@@ -5239,6 +5381,30 @@
       "version": "1.1.1",
       "license": "MIT"
     },
+    "node_modules/@kubernetes/client-node": {
+      "version": "1.4.0",
+      "resolved": "https://registry.npmjs.org/@kubernetes/client-node/-/client-node-1.4.0.tgz",
+      "integrity": "sha512-Zge3YvF7DJi264dU1b3wb/GmzR99JhUpqTvp+VGHfwZT+g7EOOYNScDJNZwXy9cszyIGPIs0VHr+kk8e95qqrA==",
+      "license": "Apache-2.0",
+      "dependencies": {
+        "@types/js-yaml": "^4.0.1",
+        "@types/node": "^24.0.0",
+        "@types/node-fetch": "^2.6.13",
+        "@types/stream-buffers": "^3.0.3",
+        "form-data": "^4.0.0",
+        "hpagent": "^1.2.0",
+        "isomorphic-ws": "^5.0.0",
+        "js-yaml": "^4.1.0",
+        "jsonpath-plus": "^10.3.0",
+        "node-fetch": "^2.7.0",
+        "openid-client": "^6.1.3",
+        "rfc4648": "^1.3.0",
+        "socks-proxy-agent": "^8.0.4",
+        "stream-buffers": "^3.0.2",
+        "tar-fs": "^3.0.9",
+        "ws": "^8.18.2"
+      }
+    },
     "node_modules/@mapbox/geojson-rewind": {
       "version": "0.5.2",
       "resolved": "https://registry.npmjs.org/@mapbox/geojson-rewind/-/geojson-rewind-0.5.2.tgz",
@@ -5419,6 +5585,2479 @@
         "node": ">= 8"
       }
     },
+    "node_modules/@opentelemetry/api": {
+      "version": "1.9.0",
+      "resolved": "https://registry.npmjs.org/@opentelemetry/api/-/api-1.9.0.tgz",
+      "integrity": "sha512-3giAOQvZiH5F9bMlMiv8+GSPMeqg0dbaeo58/0SlA9sxSqZhnUtxzX9/2FzyhS9sWQf5S0GJE0AKBrFqjpeYcg==",
+      "license": "Apache-2.0",
+      "engines": {
+        "node": ">=8.0.0"
+      }
+    },
+    "node_modules/@opentelemetry/api-logs": {
+      "version": "0.56.0",
+      "resolved": "https://registry.npmjs.org/@opentelemetry/api-logs/-/api-logs-0.56.0.tgz",
+      "integrity": "sha512-Wr39+94UNNG3Ei9nv3pHd4AJ63gq5nSemMRpCd8fPwDL9rN3vK26lzxfH27mw16XzOSO+TpyQwBAMaLxaPWG0g==",
+      "license": "Apache-2.0",
+      "dependencies": {
+        "@opentelemetry/api": "^1.3.0"
+      },
+      "engines": {
+        "node": ">=14"
+      }
+    },
+    "node_modules/@opentelemetry/auto-instrumentations-node": {
+      "version": "0.53.0",
+      "resolved": "https://registry.npmjs.org/@opentelemetry/auto-instrumentations-node/-/auto-instrumentations-node-0.53.0.tgz",
+      "integrity": "sha512-AI3VQX1L2g4Xya8fPE1aahVhvya8/ikU7o2kMbry122Gd4kDVph41pejdOhWa/oNUgPRC6FLJmx7SZZ6/ShVjQ==",
+      "license": "Apache-2.0",
+      "dependencies": {
+        "@opentelemetry/instrumentation": "^0.55.0",
+        "@opentelemetry/instrumentation-amqplib": "^0.44.0",
+        "@opentelemetry/instrumentation-aws-lambda": "^0.48.0",
+        "@opentelemetry/instrumentation-aws-sdk": "^0.47.0",
+        "@opentelemetry/instrumentation-bunyan": "^0.43.0",
+        "@opentelemetry/instrumentation-cassandra-driver": "^0.43.0",
+        "@opentelemetry/instrumentation-connect": "^0.41.0",
+        "@opentelemetry/instrumentation-cucumber": "^0.11.0",
+        "@opentelemetry/instrumentation-dataloader": "^0.14.0",
+        "@opentelemetry/instrumentation-dns": "^0.41.0",
+        "@opentelemetry/instrumentation-express": "^0.45.0",
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