diff --git a/.github/workflows/ci.yaml b/.github/workflows/ci.yaml
index 295cce5863..a5bbf8f6b0 100644
--- a/.github/workflows/ci.yaml
+++ b/.github/workflows/ci.yaml
@@ -128,6 +128,15 @@ jobs:
           workspaces: ". -> target/test"
           save-if: ${{ env.UNTRUSTED_PR != 'true' }}
 
+      # The board JSON must match its generator, with every liq_ selector
+      # pinned to the exporter job.
+      - name: Board generator check
+        run: |
+          nix develop .#ci-backend -c bash -c "
+            set -euxo pipefail
+            python3 observability/gen-t0-liquidity.py --check
+          "
+
       # Build the test binaries once into a nextest archive shared by all four
       # partitions, and run clippy and rustdoc here since this is the single
       # full compile.
diff --git a/docs/ci.md b/docs/ci.md
index 125c6c2881..06900ffe36 100644
--- a/docs/ci.md
+++ b/docs/ci.md
@@ -68,3 +68,11 @@ cannot satisfy pull request branch protection.
 Use a pull request event for merge-blocking validation. Reserve
 `workflow_dispatch` for manual runs whose result does not need to become a pull
 request status check.
+
+## Board check
+
+The `backend build` job also runs
+`python3 observability/gen-t0-liquidity.py --check` in the `ci-backend` shell,
+and `nix run .#ci` runs it too. It fails when the committed liquidity board JSON
+differs from the generator output, or when a `liq_` selector is not pinned to
+the exporter job.
diff --git a/docs/observability.md b/docs/observability.md
index f1241d56af..1c14f3f295 100644
--- a/docs/observability.md
+++ b/docs/observability.md
@@ -104,3 +104,13 @@ changes land. A refused token file does not alert: whoever publishes it checks
 also covers startup failure, alerts through
 `liquidity-token-file-fallback-production` in
 `observability/alerting/liquidity.rules.yml`.
+
+## Metrics
+
+### Board pins
+
+Until consumers move to the bot, every `liq_` selector on the liquidity boards
+reads `job="t0-liquidity-exporter"`. `observability/gen-t0-liquidity.py` adds
+the matcher and fails if any `liq_` selector is left unpinned.
+`python3 observability/gen-t0-liquidity.py --check` (run in CI) fails when the
+committed board JSON differs from the generator output.
diff --git a/flake.nix b/flake.nix
index cc29864b7a..568714d925 100644
--- a/flake.nix
+++ b/flake.nix
@@ -425,6 +425,7 @@
                     cargo nextest run --workspace --all-features
                     cargo clippy --workspace --all-targets --all-features
                     cargo fmt -- --check
+                    python3 observability/gen-t0-liquidity.py --check
                   '
 
                   nix develop .#ci-audit -c bash -c './scripts/test-rust-audit.sh && ./scripts/audit-rust.sh'
@@ -848,7 +849,8 @@
             # CI: cargo check/nextest/clippy + sqlx db reset. No terraform, no
             # deploy scripts. abiEnv is needed because build.rs / sol! macros
             # consume ST0X_*_ABI at compile time. foundry is required because
-            # tests spawn anvil for local EVM simulation.
+            # tests spawn anvil for local EVM simulation. python3 runs the
+            # board generator check.
             ci-backend = pkgs.mkShell (
               {
                 buildInputs =
@@ -856,6 +858,7 @@
                   ++ [
                     pkgs.sqlx-cli
                     pkgs.cargo-nextest
+                    pkgs.python3
                     foundryBin
                   ]
                   ++ moldInputs;
diff --git a/observability/dashboards/liquidity/t0-liquidity.json b/observability/dashboards/liquidity/t0-liquidity.json
index 748ec70cc2..e3fa4d61b7 100644
--- a/observability/dashboards/liquidity/t0-liquidity.json
+++ b/observability/dashboards/liquidity/t0-liquidity.json
@@ -142,7 +142,7 @@
           "queryType": "promQL",
           "promQLQuery": {
             "projectName": "$env",
-            "expr": "max(liq_up)",
+            "expr": "max(liq_up{job=\"t0-liquidity-exporter\"})",
             "step": "60s"
           },
           "timeSeriesList": {
@@ -244,7 +244,7 @@
           "queryType": "promQL",
           "promQLQuery": {
             "projectName": "$env",
-            "expr": "max by (git_commit) (topk(1, label_replace(timestamp(liq_bot_info), \"git_commit\", \"$1\", \"git_commit\", \"(.{7}).*\")))",
+            "expr": "max by (git_commit) (topk(1, label_replace(timestamp(liq_bot_info{job=\"t0-liquidity-exporter\"}), \"git_commit\", \"$1\", \"git_commit\", \"(.{7}).*\")))",
             "step": "60s"
           },
           "timeSeriesList": {
@@ -331,7 +331,7 @@
           "queryType": "promQL",
           "promQLQuery": {
             "projectName": "$env",
-            "expr": "time() - max(liq_bot_start_timestamp_seconds)",
+            "expr": "time() - max(liq_bot_start_timestamp_seconds{job=\"t0-liquidity-exporter\"})",
             "step": "60s"
           },
           "timeSeriesList": {
@@ -419,7 +419,7 @@
           "queryType": "promQL",
           "promQLQuery": {
             "projectName": "$env",
-            "expr": "sum by (broker) (liq_settings_info)",
+            "expr": "sum by (broker) (liq_settings_info{job=\"t0-liquidity-exporter\"})",
             "step": "60s"
           },
           "timeSeriesList": {
@@ -506,7 +506,7 @@
           "queryType": "promQL",
           "promQLQuery": {
             "projectName": "$env",
-            "expr": "max(liq_settings_equity_target)",
+            "expr": "max(liq_settings_equity_target{job=\"t0-liquidity-exporter\"})",
             "step": "60s"
           },
           "timeSeriesList": {
@@ -594,7 +594,7 @@
           "queryType": "promQL",
           "promQLQuery": {
             "projectName": "$env",
-            "expr": "max(liq_settings_usdc_target)",
+            "expr": "max(liq_settings_usdc_target{job=\"t0-liquidity-exporter\"})",
             "step": "60s"
           },
           "timeSeriesList": {
@@ -682,7 +682,7 @@
           "queryType": "promQL",
           "promQLQuery": {
             "projectName": "$env",
-            "expr": "max(liq_settings_execution_threshold_usd)",
+            "expr": "max(liq_settings_execution_threshold_usd{job=\"t0-liquidity-exporter\"})",
             "step": "60s"
           },
           "timeSeriesList": {
@@ -770,7 +770,7 @@
           "queryType": "promQL",
           "promQLQuery": {
             "projectName": "$env",
-            "expr": "sum by (row, col) (label_replace(label_replace(liq_usdc_onchain_available, \"row\", \"USDC\", \"\", \"\"), \"col\", \"Raindex\", \"\", \"\")) or sum by (row, col) (label_replace(label_replace(liq_usdc_inflight_total, \"row\", \"USDC\", \"\", \"\"), \"col\", \"Inflight\", \"\", \"\")) or sum by (row, col) (label_replace(label_replace(liq_usdc_alpaca_total, \"row\", \"USDC\", \"\", \"\"), \"col\", \"Alpaca Total\", \"\", \"\")) or sum by (row, col) (label_replace(label_replace(liq_usdc_total, \"row\", \"USDC\", \"\", \"\"), \"col\", \"Total\", \"\", \"\")) or sum by (row, col) (label_replace(label_replace(liq_usdc_ratio, \"row\", \"USDC\", \"\", \"\"), \"col\", \"Ratio\", \"\", \"\")) or sum by (row, col) (label_replace(label_replace(liq_usdc_ratio_deviation and liq_usdc_total > 0, \"row\", \"USDC\", \"\", \"\"), \"col\", \"\u0394\", \"\", \"\"))",
+            "expr": "sum by (row, col) (label_replace(label_replace(liq_usdc_onchain_available{job=\"t0-liquidity-exporter\"}, \"row\", \"USDC\", \"\", \"\"), \"col\", \"Raindex\", \"\", \"\")) or sum by (row, col) (label_replace(label_replace(liq_usdc_inflight_total{job=\"t0-liquidity-exporter\"}, \"row\", \"USDC\", \"\", \"\"), \"col\", \"Inflight\", \"\", \"\")) or sum by (row, col) (label_replace(label_replace(liq_usdc_alpaca_total{job=\"t0-liquidity-exporter\"}, \"row\", \"USDC\", \"\", \"\"), \"col\", \"Alpaca Total\", \"\", \"\")) or sum by (row, col) (label_replace(label_replace(liq_usdc_total{job=\"t0-liquidity-exporter\"}, \"row\", \"USDC\", \"\", \"\"), \"col\", \"Total\", \"\", \"\")) or sum by (row, col) (label_replace(label_replace(liq_usdc_ratio{job=\"t0-liquidity-exporter\"}, \"row\", \"USDC\", \"\", \"\"), \"col\", \"Ratio\", \"\", \"\")) or sum by (row, col) (label_replace(label_replace(liq_usdc_ratio_deviation{job=\"t0-liquidity-exporter\"} and liq_usdc_total{job=\"t0-liquidity-exporter\"} > 0, \"row\", \"USDC\", \"\", \"\"), \"col\", \"\u0394\", \"\", \"\"))",
             "step": "60s"
           },
           "timeSeriesList": {
@@ -1084,7 +1084,7 @@
           "queryType": "promQL",
           "promQLQuery": {
             "projectName": "$env",
-            "expr": "sum by (row, col) (label_replace(label_replace(liq_usdc_alpaca_usdc, \"row\", \"USDC\", \"\", \"\"), \"col\", \"USDC\", \"\", \"\")) or sum by (row, col) (label_replace(label_replace(liq_usdc_rebalanceable, \"row\", \"USDC\", \"\", \"\"), \"col\", \"Rebalanceable\", \"\", \"\")) or sum by (row, col) (label_replace(label_replace(liq_usdc_alpaca_total, \"row\", \"USDC\", \"\", \"\"), \"col\", \"Counter-tradeable\", \"\", \"\"))",
+            "expr": "sum by (row, col) (label_replace(label_replace(liq_usdc_alpaca_usdc{job=\"t0-liquidity-exporter\"}, \"row\", \"USDC\", \"\", \"\"), \"col\", \"USDC\", \"\", \"\")) or sum by (row, col) (label_replace(label_replace(liq_usdc_rebalanceable{job=\"t0-liquidity-exporter\"}, \"row\", \"USDC\", \"\", \"\"), \"col\", \"Rebalanceable\", \"\", \"\")) or sum by (row, col) (label_replace(label_replace(liq_usdc_alpaca_total{job=\"t0-liquidity-exporter\"}, \"row\", \"USDC\", \"\", \"\"), \"col\", \"Counter-tradeable\", \"\", \"\"))",
             "step": "60s"
           },
           "timeSeriesList": {
@@ -1267,7 +1267,7 @@
           "queryType": "promQL",
           "promQLQuery": {
             "projectName": "$env",
-            "expr": "sum by (row, col) (label_replace(label_replace(liq_usdc_inflight_ethereum_wallet, \"row\", \"USDC\", \"\", \"\"), \"col\", \"Eth\", \"\", \"\")) or sum by (row, col) (label_replace(label_replace(liq_usdc_inflight_base_wallet, \"row\", \"USDC\", \"\", \"\"), \"col\", \"Base\", \"\", \"\"))",
+            "expr": "sum by (row, col) (label_replace(label_replace(liq_usdc_inflight_ethereum_wallet{job=\"t0-liquidity-exporter\"}, \"row\", \"USDC\", \"\", \"\"), \"col\", \"Eth\", \"\", \"\")) or sum by (row, col) (label_replace(label_replace(liq_usdc_inflight_base_wallet{job=\"t0-liquidity-exporter\"}, \"row\", \"USDC\", \"\", \"\"), \"col\", \"Base\", \"\", \"\"))",
             "step": "60s"
           },
           "timeSeriesList": {
@@ -1429,7 +1429,7 @@
           "queryType": "promQL",
           "promQLQuery": {
             "projectName": "$env",
-            "expr": "sum by (symbol, col) (label_replace(liq_asset_counter_trading, \"col\", \"CT\", \"\", \"\")) or sum by (symbol, col) (label_replace(liq_asset_rebalancing, \"col\", \"Rebal\", \"\", \"\")) or sum by (symbol, col) (label_replace(liq_asset_extended_hours, \"col\", \"Ext\", \"\", \"\")) or sum by (symbol, col) (label_replace(liq_equity_onchain_available, \"col\", \"Raindex\", \"\", \"\")) or sum by (symbol, col) (label_replace(liq_equity_inflight_total, \"col\", \"Inflight\", \"\", \"\")) or sum by (symbol, col) (label_replace(liq_equity_offchain_available, \"col\", \"Alpaca\", \"\", \"\")) or sum by (symbol, col) (label_replace(liq_equity_total, \"col\", \"Total\", \"\", \"\")) or sum by (symbol, col) (label_replace(liq_equity_ratio, \"col\", \"Ratio\", \"\", \"\")) or sum by (symbol, col) (label_replace(liq_equity_ratio_deviation and liq_equity_total > 0, \"col\", \"\u0394\", \"\", \"\")) or sum by (symbol, col) (label_replace(liq_equity_exposure_usd or (liq_equity_total * NaN), \"col\", \"Exposure\", \"\", \"\")) or sum by (symbol, col) (label_replace(liq_equity_unwrapped, \"col\", \"Unwrapped\", \"\", \"\")) or sum by (symbol, col) (label_replace(liq_equity_wrapped, \"col\", \"Wrapped\", \"\", \"\"))",
+            "expr": "sum by (symbol, col) (label_replace(liq_asset_counter_trading{job=\"t0-liquidity-exporter\"}, \"col\", \"CT\", \"\", \"\")) or sum by (symbol, col) (label_replace(liq_asset_rebalancing{job=\"t0-liquidity-exporter\"}, \"col\", \"Rebal\", \"\", \"\")) or sum by (symbol, col) (label_replace(liq_asset_extended_hours{job=\"t0-liquidity-exporter\"}, \"col\", \"Ext\", \"\", \"\")) or sum by (symbol, col) (label_replace(liq_equity_onchain_available{job=\"t0-liquidity-exporter\"}, \"col\", \"Raindex\", \"\", \"\")) or sum by (symbol, col) (label_replace(liq_equity_inflight_total{job=\"t0-liquidity-exporter\"}, \"col\", \"Inflight\", \"\", \"\")) or sum by (symbol, col) (label_replace(liq_equity_offchain_available{job=\"t0-liquidity-exporter\"}, \"col\", \"Alpaca\", \"\", \"\")) or sum by (symbol, col) (label_replace(liq_equity_total{job=\"t0-liquidity-exporter\"}, \"col\", \"Total\", \"\", \"\")) or sum by (symbol, col) (label_replace(liq_equity_ratio{job=\"t0-liquidity-exporter\"}, \"col\", \"Ratio\", \"\", \"\")) or sum by (symbol, col) (label_replace(liq_equity_ratio_deviation{job=\"t0-liquidity-exporter\"} and liq_equity_total{job=\"t0-liquidity-exporter\"} > 0, \"col\", \"\u0394\", \"\", \"\")) or sum by (symbol, col) (label_replace(liq_equity_exposure_usd{job=\"t0-liquidity-exporter\"} or (liq_equity_total{job=\"t0-liquidity-exporter\"} * NaN), \"col\", \"Exposure\", \"\", \"\")) or sum by (symbol, col) (label_replace(liq_equity_unwrapped{job=\"t0-liquidity-exporter\"}, \"col\", \"Unwrapped\", \"\", \"\")) or sum by (symbol, col) (label_replace(liq_equity_wrapped{job=\"t0-liquidity-exporter\"}, \"col\", \"Wrapped\", \"\", \"\"))",
             "step": "60s"
           },
           "timeSeriesList": {
diff --git a/observability/dashboards/liquidity/tabs/t0-liquidity-logs.json b/observability/dashboards/liquidity/tabs/t0-liquidity-logs.json
index 4d06b09677..d4e472d9e6 100644
--- a/observability/dashboards/liquidity/tabs/t0-liquidity-logs.json
+++ b/observability/dashboards/liquidity/tabs/t0-liquidity-logs.json
@@ -304,7 +304,7 @@
           "queryType": "promQL",
           "promQLQuery": {
             "projectName": "$env",
-            "expr": "max(liq_up)",
+            "expr": "max(liq_up{job=\"t0-liquidity-exporter\"})",
             "step": "60s"
           },
           "timeSeriesList": {
@@ -406,7 +406,7 @@
           "queryType": "promQL",
           "promQLQuery": {
             "projectName": "$env",
-            "expr": "max by (git_commit) (topk(1, label_replace(timestamp(liq_bot_info), \"git_commit\", \"$1\", \"git_commit\", \"(.{7}).*\")))",
+            "expr": "max by (git_commit) (topk(1, label_replace(timestamp(liq_bot_info{job=\"t0-liquidity-exporter\"}), \"git_commit\", \"$1\", \"git_commit\", \"(.{7}).*\")))",
             "step": "60s"
           },
           "timeSeriesList": {
@@ -493,7 +493,7 @@
           "queryType": "promQL",
           "promQLQuery": {
             "projectName": "$env",
-            "expr": "time() - max(liq_bot_start_timestamp_seconds)",
+            "expr": "time() - max(liq_bot_start_timestamp_seconds{job=\"t0-liquidity-exporter\"})",
             "step": "60s"
           },
           "timeSeriesList": {
@@ -581,7 +581,7 @@
           "queryType": "promQL",
           "promQLQuery": {
             "projectName": "$env",
-            "expr": "sum by (broker) (liq_settings_info)",
+            "expr": "sum by (broker) (liq_settings_info{job=\"t0-liquidity-exporter\"})",
             "step": "60s"
           },
           "timeSeriesList": {
@@ -668,7 +668,7 @@
           "queryType": "promQL",
           "promQLQuery": {
             "projectName": "$env",
-            "expr": "max(liq_settings_equity_target)",
+            "expr": "max(liq_settings_equity_target{job=\"t0-liquidity-exporter\"})",
             "step": "60s"
           },
           "timeSeriesList": {
@@ -756,7 +756,7 @@
           "queryType": "promQL",
           "promQLQuery": {
             "projectName": "$env",
-            "expr": "max(liq_settings_usdc_target)",
+            "expr": "max(liq_settings_usdc_target{job=\"t0-liquidity-exporter\"})",
             "step": "60s"
           },
           "timeSeriesList": {
@@ -844,7 +844,7 @@
           "queryType": "promQL",
           "promQLQuery": {
             "projectName": "$env",
-            "expr": "max(liq_settings_execution_threshold_usd)",
+            "expr": "max(liq_settings_execution_threshold_usd{job=\"t0-liquidity-exporter\"})",
             "step": "60s"
           },
           "timeSeriesList": {
diff --git a/observability/dashboards/liquidity/tabs/t0-liquidity-orders.json b/observability/dashboards/liquidity/tabs/t0-liquidity-orders.json
index 882e42a193..9cda52ec70 100644
--- a/observability/dashboards/liquidity/tabs/t0-liquidity-orders.json
+++ b/observability/dashboards/liquidity/tabs/t0-liquidity-orders.json
@@ -142,7 +142,7 @@
           "queryType": "promQL",
           "promQLQuery": {
             "projectName": "$env",
-            "expr": "max(liq_up)",
+            "expr": "max(liq_up{job=\"t0-liquidity-exporter\"})",
             "step": "60s"
           },
           "timeSeriesList": {
@@ -244,7 +244,7 @@
           "queryType": "promQL",
           "promQLQuery": {
             "projectName": "$env",
-            "expr": "max by (git_commit) (topk(1, label_replace(timestamp(liq_bot_info), \"git_commit\", \"$1\", \"git_commit\", \"(.{7}).*\")))",
+            "expr": "max by (git_commit) (topk(1, label_replace(timestamp(liq_bot_info{job=\"t0-liquidity-exporter\"}), \"git_commit\", \"$1\", \"git_commit\", \"(.{7}).*\")))",
             "step": "60s"
           },
           "timeSeriesList": {
@@ -331,7 +331,7 @@
           "queryType": "promQL",
           "promQLQuery": {
             "projectName": "$env",
-            "expr": "time() - max(liq_bot_start_timestamp_seconds)",
+            "expr": "time() - max(liq_bot_start_timestamp_seconds{job=\"t0-liquidity-exporter\"})",
             "step": "60s"
           },
           "timeSeriesList": {
@@ -419,7 +419,7 @@
           "queryType": "promQL",
           "promQLQuery": {
             "projectName": "$env",
-            "expr": "sum by (broker) (liq_settings_info)",
+            "expr": "sum by (broker) (liq_settings_info{job=\"t0-liquidity-exporter\"})",
             "step": "60s"
           },
           "timeSeriesList": {
@@ -506,7 +506,7 @@
           "queryType": "promQL",
           "promQLQuery": {
             "projectName": "$env",
-            "expr": "max(liq_settings_equity_target)",
+            "expr": "max(liq_settings_equity_target{job=\"t0-liquidity-exporter\"})",
             "step": "60s"
           },
           "timeSeriesList": {
@@ -594,7 +594,7 @@
           "queryType": "promQL",
           "promQLQuery": {
             "projectName": "$env",
-            "expr": "max(liq_settings_usdc_target)",
+            "expr": "max(liq_settings_usdc_target{job=\"t0-liquidity-exporter\"})",
             "step": "60s"
           },
           "timeSeriesList": {
@@ -682,7 +682,7 @@
           "queryType": "promQL",
           "promQLQuery": {
             "projectName": "$env",
-            "expr": "max(liq_settings_execution_threshold_usd)",
+            "expr": "max(liq_settings_execution_threshold_usd{job=\"t0-liquidity-exporter\"})",
             "step": "60s"
           },
           "timeSeriesList": {
@@ -1055,7 +1055,7 @@
           "queryType": "promQL",
           "promQLQuery": {
             "projectName": "$env",
-            "expr": "max(liq_pending_orders_total) or vector(0)",
+            "expr": "max(liq_pending_orders_total{job=\"t0-liquidity-exporter\"}) or vector(0)",
             "step": "60s"
           },
           "timeSeriesList": {
@@ -1137,7 +1137,7 @@
           "queryType": "promQL",
           "promQLQuery": {
             "projectName": "$env",
-            "expr": "max(liq_raindex_orders_total)",
+            "expr": "max(liq_raindex_orders_total{job=\"t0-liquidity-exporter\"})",
             "step": "60s"
           },
           "timeSeriesList": {
@@ -1219,7 +1219,7 @@
           "queryType": "promQL",
           "promQLQuery": {
             "projectName": "$env",
-            "expr": "max(liq_raindex_orders_unavailable) or vector(0)",
+            "expr": "max(liq_raindex_orders_unavailable{job=\"t0-liquidity-exporter\"}) or vector(0)",
             "step": "60s"
           },
           "timeSeriesList": {
diff --git a/observability/dashboards/liquidity/tabs/t0-liquidity-performance.json b/observability/dashboards/liquidity/tabs/t0-liquidity-performance.json
index 393e6bbf38..35c4cb036f 100644
--- a/observability/dashboards/liquidity/tabs/t0-liquidity-performance.json
+++ b/observability/dashboards/liquidity/tabs/t0-liquidity-performance.json
@@ -183,7 +183,7 @@
           "queryType": "promQL",
           "promQLQuery": {
             "projectName": "$env",
-            "expr": "max(liq_up)",
+            "expr": "max(liq_up{job=\"t0-liquidity-exporter\"})",
             "step": "60s"
           },
           "timeSeriesList": {
@@ -285,7 +285,7 @@
           "queryType": "promQL",
           "promQLQuery": {
             "projectName": "$env",
-            "expr": "max by (git_commit) (topk(1, label_replace(timestamp(liq_bot_info), \"git_commit\", \"$1\", \"git_commit\", \"(.{7}).*\")))",
+            "expr": "max by (git_commit) (topk(1, label_replace(timestamp(liq_bot_info{job=\"t0-liquidity-exporter\"}), \"git_commit\", \"$1\", \"git_commit\", \"(.{7}).*\")))",
             "step": "60s"
           },
           "timeSeriesList": {
@@ -372,7 +372,7 @@
           "queryType": "promQL",
           "promQLQuery": {
             "projectName": "$env",
-            "expr": "time() - max(liq_bot_start_timestamp_seconds)",
+            "expr": "time() - max(liq_bot_start_timestamp_seconds{job=\"t0-liquidity-exporter\"})",
             "step": "60s"
           },
           "timeSeriesList": {
@@ -460,7 +460,7 @@
           "queryType": "promQL",
           "promQLQuery": {
             "projectName": "$env",
-            "expr": "sum by (broker) (liq_settings_info)",
+            "expr": "sum by (broker) (liq_settings_info{job=\"t0-liquidity-exporter\"})",
             "step": "60s"
           },
           "timeSeriesList": {
@@ -547,7 +547,7 @@
           "queryType": "promQL",
           "promQLQuery": {
             "projectName": "$env",
-            "expr": "max(liq_settings_equity_target)",
+            "expr": "max(liq_settings_equity_target{job=\"t0-liquidity-exporter\"})",
             "step": "60s"
           },
           "timeSeriesList": {
@@ -635,7 +635,7 @@
           "queryType": "promQL",
           "promQLQuery": {
             "projectName": "$env",
-            "expr": "max(liq_settings_usdc_target)",
+            "expr": "max(liq_settings_usdc_target{job=\"t0-liquidity-exporter\"})",
             "step": "60s"
           },
           "timeSeriesList": {
@@ -723,7 +723,7 @@
           "queryType": "promQL",
           "promQLQuery": {
             "projectName": "$env",
-            "expr": "max(liq_settings_execution_threshold_usd)",
+            "expr": "max(liq_settings_execution_threshold_usd{job=\"t0-liquidity-exporter\"})",
             "step": "60s"
           },
           "timeSeriesList": {
@@ -811,7 +811,7 @@
           "queryType": "promQL",
           "promQLQuery": {
             "projectName": "$env",
-            "expr": "max(liq_hedge_latency_ms{stage=\"detection\",quantile=\"p95\"})",
+            "expr": "max(liq_hedge_latency_ms{job=\"t0-liquidity-exporter\",stage=\"detection\",quantile=\"p95\"})",
             "step": "60s"
           },
           "timeSeriesList": {
@@ -900,7 +900,7 @@
           "queryType": "promQL",
           "promQLQuery": {
             "projectName": "$env",
-            "expr": "max(liq_hedge_latency_ms{stage=\"exposure_window\",quantile=\"p95\"})",
+            "expr": "max(liq_hedge_latency_ms{job=\"t0-liquidity-exporter\",stage=\"exposure_window\",quantile=\"p95\"})",
             "step": "60s"
           },
           "timeSeriesList": {
@@ -989,7 +989,7 @@
           "queryType": "promQL",
           "promQLQuery": {
             "projectName": "$env",
-            "expr": "max(liq_reliability_log_count_24h{level=\"error\"}) or vector(0)",
+            "expr": "max(liq_reliability_log_count_24h{job=\"t0-liquidity-exporter\",level=\"error\"}) or vector(0)",
             "step": "60s"
           },
           "timeSeriesList": {
@@ -1078,7 +1078,7 @@
           "queryType": "promQL",
           "promQLQuery": {
             "projectName": "$env",
-            "expr": "time() - min(liq_open_exposure_oldest_ts_seconds)",
+            "expr": "time() - min(liq_open_exposure_oldest_ts_seconds{job=\"t0-liquidity-exporter\"})",
             "step": "60s"
           },
           "timeSeriesList": {
@@ -1167,7 +1167,7 @@
           "queryType": "promQL",
           "promQLQuery": {
             "projectName": "$env",
-            "expr": "max(liq_block_lag_blocks)",
+            "expr": "max(liq_block_lag_blocks{job=\"t0-liquidity-exporter\"})",
             "step": "60s"
           },
           "timeSeriesList": {
@@ -1256,7 +1256,7 @@
           "queryType": "promQL",
           "promQLQuery": {
             "projectName": "$env",
-            "expr": "max(liq_hedge_latency_ms{stage=\"detection\",quantile=\"p50\"})",
+            "expr": "max(liq_hedge_latency_ms{job=\"t0-liquidity-exporter\",stage=\"detection\",quantile=\"p50\"})",
             "step": "60s"
           },
           "timeSeriesList": {
@@ -1342,7 +1342,7 @@
           "queryType": "promQL",
           "promQLQuery": {
             "projectName": "$env",
-            "expr": "max(liq_hedge_latency_ms_samples{stage=\"detection\"}) or vector(0)",
+            "expr": "max(liq_hedge_latency_ms_samples{job=\"t0-liquidity-exporter\",stage=\"detection\"}) or vector(0)",
             "step": "60s"
           },
           "timeSeriesList": {
@@ -1428,7 +1428,7 @@
           "queryType": "promQL",
           "promQLQuery": {
             "projectName": "$env",
-            "expr": "max(liq_hedge_latency_ms{stage=\"exposure_window\",quantile=\"p50\"})",
+            "expr": "max(liq_hedge_latency_ms{job=\"t0-liquidity-exporter\",stage=\"exposure_window\",quantile=\"p50\"})",
             "step": "60s"
           },
           "timeSeriesList": {
@@ -1514,7 +1514,7 @@
           "queryType": "promQL",
           "promQLQuery": {
             "projectName": "$env",
-            "expr": "max(liq_hedge_latency_ms_samples{stage=\"exposure_window\"}) or vector(0)",
+            "expr": "max(liq_hedge_latency_ms_samples{job=\"t0-liquidity-exporter\",stage=\"exposure_window\"}) or vector(0)",
             "step": "60s"
           },
           "timeSeriesList": {
@@ -1600,7 +1600,7 @@
           "queryType": "promQL",
           "promQLQuery": {
             "projectName": "$env",
-            "expr": "max(liq_reliability_log_count_24h{level=\"warning\"}) or vector(0)",
+            "expr": "max(liq_reliability_log_count_24h{job=\"t0-liquidity-exporter\",level=\"warning\"}) or vector(0)",
             "step": "60s"
           },
           "timeSeriesList": {
@@ -1686,7 +1686,7 @@
           "queryType": "promQL",
           "promQLQuery": {
             "projectName": "$env",
-            "expr": "sum(liq_failure_event_count_24h) or vector(0)",
+            "expr": "sum(liq_failure_event_count_24h{job=\"t0-liquidity-exporter\"}) or vector(0)",
             "step": "60s"
           },
           "timeSeriesList": {
@@ -1772,7 +1772,7 @@
           "queryType": "promQL",
           "promQLQuery": {
             "projectName": "$env",
-            "expr": "count(sum by (job_type) (liq_job_queue{state=~\"failed|killed\"}) > 0) or vector(0)",
+            "expr": "count(sum by (job_type) (liq_job_queue{job=\"t0-liquidity-exporter\",state=~\"failed|killed\"}) > 0) or vector(0)",
             "step": "60s"
           },
           "timeSeriesList": {
@@ -1862,7 +1862,7 @@
           "queryType": "promQL",
           "promQLQuery": {
             "projectName": "$env",
-            "expr": "sum(liq_open_exposure_fill_count) or vector(0)",
+            "expr": "sum(liq_open_exposure_fill_count{job=\"t0-liquidity-exporter\"}) or vector(0)",
             "step": "60s"
           },
           "timeSeriesList": {
@@ -1948,7 +1948,7 @@
           "queryType": "promQL",
           "promQLQuery": {
             "projectName": "$env",
-            "expr": "count(liq_open_exposure_fill_count > 0) or vector(0)",
+            "expr": "count(liq_open_exposure_fill_count{job=\"t0-liquidity-exporter\"} > 0) or vector(0)",
             "step": "60s"
           },
           "timeSeriesList": {
@@ -2044,7 +2044,7 @@
           "queryType": "promQL",
           "promQLQuery": {
             "projectName": "$env",
-            "expr": "time() - max(liq_block_lag_sampled_ts_seconds)",
+            "expr": "time() - max(liq_block_lag_sampled_ts_seconds{job=\"t0-liquidity-exporter\"})",
             "step": "60s"
           },
           "timeSeriesList": {
@@ -2130,7 +2130,7 @@
           "queryType": "promQL",
           "promQLQuery": {
             "projectName": "$env",
-            "expr": "max(liq_poll_skipped_ticks_24h) or vector(0)",
+            "expr": "max(liq_poll_skipped_ticks_24h{job=\"t0-liquidity-exporter\"}) or vector(0)",
             "step": "60s"
           },
           "timeSeriesList": {
@@ -2216,7 +2216,7 @@
           "queryType": "promQL",
           "promQLQuery": {
             "projectName": "$env",
-            "expr": "max by (stage) (liq_hedge_latency_ms{quantile=\"p95\"})",
+            "expr": "max by (stage) (liq_hedge_latency_ms{job=\"t0-liquidity-exporter\",quantile=\"p95\"})",
             "step": "60s"
           },
           "timeSeriesList": {
@@ -2294,7 +2294,7 @@
           "queryType": "promQL",
           "promQLQuery": {
             "projectName": "$env",
-            "expr": "max(liq_hedge_latency_ms{stage=\"$stage\",quantile=\"p50\"})",
+            "expr": "max(liq_hedge_latency_ms{job=\"t0-liquidity-exporter\",stage=\"$stage\",quantile=\"p50\"})",
             "step": "60s"
           },
           "timeSeriesList": {
@@ -2314,7 +2314,7 @@
           "queryType": "promQL",
           "promQLQuery": {
             "projectName": "$env",
-            "expr": "max(liq_hedge_latency_ms{stage=\"$stage\",quantile=\"p90\"})",
+            "expr": "max(liq_hedge_latency_ms{job=\"t0-liquidity-exporter\",stage=\"$stage\",quantile=\"p90\"})",
             "step": "60s"
           },
           "timeSeriesList": {
@@ -2334,7 +2334,7 @@
           "queryType": "promQL",
           "promQLQuery": {
             "projectName": "$env",
-            "expr": "max(liq_hedge_latency_ms{stage=\"$stage\",quantile=\"p99\"})",
+            "expr": "max(liq_hedge_latency_ms{job=\"t0-liquidity-exporter\",stage=\"$stage\",quantile=\"p99\"})",
             "step": "60s"
           },
           "timeSeriesList": {
@@ -2450,7 +2450,7 @@
           "queryType": "promQL",
           "promQLQuery": {
             "projectName": "$env",
-            "expr": "label_replace(liq_log_target_count_24h, \"col\", \"$1\", \"level\", \"(.*)\")",
+            "expr": "label_replace(liq_log_target_count_24h{job=\"t0-liquidity-exporter\"}, \"col\", \"$1\", \"level\", \"(.*)\")",
             "step": "60s"
           },
           "timeSeriesList": {
@@ -2655,7 +2655,7 @@
           "queryType": "promQL",
           "promQLQuery": {
             "projectName": "$env",
-            "expr": "max by (stage) (liq_rebalance_stage_ms{kind=\"usdc\",quantile=\"p95\"})",
+            "expr": "max by (stage) (liq_rebalance_stage_ms{job=\"t0-liquidity-exporter\",kind=\"usdc\",quantile=\"p95\"})",
             "step": "60s"
           },
           "timeSeriesList": {
@@ -2725,7 +2725,7 @@
           "queryType": "promQL",
           "promQLQuery": {
             "projectName": "$env",
-            "expr": "max by (stage) (liq_rebalance_stage_ms{kind=\"equity\",quantile=\"p95\"})",
+            "expr": "max by (stage) (liq_rebalance_stage_ms{job=\"t0-liquidity-exporter\",kind=\"equity\",quantile=\"p95\"})",
             "step": "60s"
           },
           "timeSeriesList": {
@@ -2795,7 +2795,7 @@
           "queryType": "promQL",
           "promQLQuery": {
             "projectName": "$env",
-            "expr": "label_join(label_replace(liq_dependency_calls_24h, \"col\", \"calls\", \"\", \"\"), \"dep\", \" \u00b7 \", \"dependency\", \"operation\") or label_join(label_replace(liq_dependency_errors_24h, \"col\", \"errors\", \"\", \"\"), \"dep\", \" \u00b7 \", \"dependency\", \"operation\") or label_join(label_replace(liq_dependency_latency_ms{quantile=\"p50\"}, \"col\", \"p50 ms\", \"\", \"\"), \"dep\", \" \u00b7 \", \"dependency\", \"operation\") or label_join(label_replace(liq_dependency_latency_ms{quantile=\"p95\"}, \"col\", \"p95 ms\", \"\", \"\"), \"dep\", \" \u00b7 \", \"dependency\", \"operation\") or label_join(label_replace(liq_dependency_latency_ms{quantile=\"max\"}, \"col\", \"max ms\", \"\", \"\"), \"dep\", \" \u00b7 \", \"dependency\", \"operation\")",
+            "expr": "label_join(label_replace(liq_dependency_calls_24h{job=\"t0-liquidity-exporter\"}, \"col\", \"calls\", \"\", \"\"), \"dep\", \" \u00b7 \", \"dependency\", \"operation\") or label_join(label_replace(liq_dependency_errors_24h{job=\"t0-liquidity-exporter\"}, \"col\", \"errors\", \"\", \"\"), \"dep\", \" \u00b7 \", \"dependency\", \"operation\") or label_join(label_replace(liq_dependency_latency_ms{job=\"t0-liquidity-exporter\",quantile=\"p50\"}, \"col\", \"p50 ms\", \"\", \"\"), \"dep\", \" \u00b7 \", \"dependency\", \"operation\") or label_join(label_replace(liq_dependency_latency_ms{job=\"t0-liquidity-exporter\",quantile=\"p95\"}, \"col\", \"p95 ms\", \"\", \"\"), \"dep\", \" \u00b7 \", \"dependency\", \"operation\") or label_join(label_replace(liq_dependency_latency_ms{job=\"t0-liquidity-exporter\",quantile=\"max\"}, \"col\", \"max ms\", \"\", \"\"), \"dep\", \" \u00b7 \", \"dependency\", \"operation\")",
             "step": "60s"
           },
           "timeSeriesList": {
@@ -2955,7 +2955,7 @@
           "queryType": "promQL",
           "promQLQuery": {
             "projectName": "$env",
-            "expr": "max(liq_attestation_last_ms{kind=\"usdc\"})",
+            "expr": "max(liq_attestation_last_ms{job=\"t0-liquidity-exporter\",kind=\"usdc\"})",
             "step": "60s"
           },
           "timeSeriesList": {
@@ -2975,7 +2975,7 @@
           "queryType": "promQL",
           "promQLQuery": {
             "projectName": "$env",
-            "expr": "max(liq_attestation_last_ms{kind=\"equity\"})",
+            "expr": "max(liq_attestation_last_ms{job=\"t0-liquidity-exporter\",kind=\"equity\"})",
             "step": "60s"
           },
           "timeSeriesList": {
@@ -3076,7 +3076,7 @@
           "queryType": "promQL",
           "promQLQuery": {
             "projectName": "$env",
-            "expr": "max(liq_block_lag_blocks)",
+            "expr": "max(liq_block_lag_blocks{job=\"t0-liquidity-exporter\"})",
             "step": "60s"
           },
           "timeSeriesList": {
@@ -3147,7 +3147,7 @@
           "queryType": "promQL",
           "promQLQuery": {
             "projectName": "$env",
-            "expr": "max(liq_poll_cycles_24h)",
+            "expr": "max(liq_poll_cycles_24h{job=\"t0-liquidity-exporter\"})",
             "step": "60s"
           },
           "timeSeriesList": {
@@ -3228,7 +3228,7 @@
           "queryType": "promQL",
           "promQLQuery": {
             "projectName": "$env",
-            "expr": "max(liq_poll_errors_24h) or vector(0)",
+            "expr": "max(liq_poll_errors_24h{job=\"t0-liquidity-exporter\"}) or vector(0)",
             "step": "60s"
           },
           "timeSeriesList": {
@@ -3313,7 +3313,7 @@
           "queryType": "promQL",
           "promQLQuery": {
             "projectName": "$env",
-            "expr": "max(liq_poll_skipped_ticks_24h) or vector(0)",
+            "expr": "max(liq_poll_skipped_ticks_24h{job=\"t0-liquidity-exporter\"}) or vector(0)",
             "step": "60s"
           },
           "timeSeriesList": {
@@ -3398,7 +3398,7 @@
           "queryType": "promQL",
           "promQLQuery": {
             "projectName": "$env",
-            "expr": "max by (quantile) (liq_poll_duration_ms)",
+            "expr": "max by (quantile) (liq_poll_duration_ms{job=\"t0-liquidity-exporter\"})",
             "step": "60s"
           },
           "timeSeriesList": {
@@ -3468,7 +3468,7 @@
           "queryType": "promQL",
           "promQLQuery": {
             "projectName": "$env",
-            "expr": "label_replace(liq_job_queue, \"col\", \"$1\", \"state\", \"(.*)\")",
+            "expr": "label_replace(liq_job_queue{job=\"t0-liquidity-exporter\"}, \"col\", \"$1\", \"state\", \"(.*)\")",
             "step": "60s"
           },
           "timeSeriesList": {
@@ -3907,7 +3907,7 @@
         {
           "id": 92,
           "type": "timeseries",
-          "title": "Hedge scans skipped, by cause",
+          "title": "Hedge scans skipped, by reason",
           "description": "Extended-hours buys the position scan dropped before enqueueing a hedge job, because reference-price resolution or crossing failed. Each one is an on-chain fill that did not get hedged on that pass.",
           "datasource": {
             "type": "stackdriver",
@@ -3923,9 +3923,9 @@
               "queryType": "promQL",
               "promQLQuery": {
                 "projectName": "$env",
-                "expr": "sum by (cause, symbol) (increase(hedge_scan_skipped_total[1h]))",
+                "expr": "sum by (reason, symbol) (increase(hedge_scan_skipped_total[1h]))",
                 "step": "60s",
-                "legendFormat": "{{cause}} \u00b7 {{symbol}}"
+                "legendFormat": "{{reason}} \u00b7 {{symbol}}"
               },
               "timeSeriesList": {
                 "projectName": "",
diff --git a/observability/dashboards/liquidity/tabs/t0-liquidity-pnl.json b/observability/dashboards/liquidity/tabs/t0-liquidity-pnl.json
index 643b2b1e62..8205d2ec9d 100644
--- a/observability/dashboards/liquidity/tabs/t0-liquidity-pnl.json
+++ b/observability/dashboards/liquidity/tabs/t0-liquidity-pnl.json
@@ -189,7 +189,7 @@
           "queryType": "promQL",
           "promQLQuery": {
             "projectName": "$env",
-            "expr": "max(liq_up)",
+            "expr": "max(liq_up{job=\"t0-liquidity-exporter\"})",
             "step": "60s"
           },
           "timeSeriesList": {
@@ -291,7 +291,7 @@
           "queryType": "promQL",
           "promQLQuery": {
             "projectName": "$env",
-            "expr": "max by (git_commit) (topk(1, label_replace(timestamp(liq_bot_info), \"git_commit\", \"$1\", \"git_commit\", \"(.{7}).*\")))",
+            "expr": "max by (git_commit) (topk(1, label_replace(timestamp(liq_bot_info{job=\"t0-liquidity-exporter\"}), \"git_commit\", \"$1\", \"git_commit\", \"(.{7}).*\")))",
             "step": "60s"
           },
           "timeSeriesList": {
@@ -378,7 +378,7 @@
           "queryType": "promQL",
           "promQLQuery": {
             "projectName": "$env",
-            "expr": "time() - max(liq_bot_start_timestamp_seconds)",
+            "expr": "time() - max(liq_bot_start_timestamp_seconds{job=\"t0-liquidity-exporter\"})",
             "step": "60s"
           },
           "timeSeriesList": {
@@ -466,7 +466,7 @@
           "queryType": "promQL",
           "promQLQuery": {
             "projectName": "$env",
-            "expr": "sum by (broker) (liq_settings_info)",
+            "expr": "sum by (broker) (liq_settings_info{job=\"t0-liquidity-exporter\"})",
             "step": "60s"
           },
           "timeSeriesList": {
@@ -553,7 +553,7 @@
           "queryType": "promQL",
           "promQLQuery": {
             "projectName": "$env",
-            "expr": "max(liq_settings_equity_target)",
+            "expr": "max(liq_settings_equity_target{job=\"t0-liquidity-exporter\"})",
             "step": "60s"
           },
           "timeSeriesList": {
@@ -641,7 +641,7 @@
           "queryType": "promQL",
           "promQLQuery": {
             "projectName": "$env",
-            "expr": "max(liq_settings_usdc_target)",
+            "expr": "max(liq_settings_usdc_target{job=\"t0-liquidity-exporter\"})",
             "step": "60s"
           },
           "timeSeriesList": {
@@ -729,7 +729,7 @@
           "queryType": "promQL",
           "promQLQuery": {
             "projectName": "$env",
-            "expr": "max(liq_settings_execution_threshold_usd)",
+            "expr": "max(liq_settings_execution_threshold_usd{job=\"t0-liquidity-exporter\"})",
             "step": "60s"
           },
           "timeSeriesList": {
@@ -817,7 +817,7 @@
           "queryType": "promQL",
           "promQLQuery": {
             "projectName": "$env",
-            "expr": "max(liq_pnl_summary_usd{stream=\"net_realized\",window=\"$window\"})",
+            "expr": "max(liq_pnl_summary_usd{job=\"t0-liquidity-exporter\",stream=\"net_realized\",window=\"$window\"})",
             "step": "60s"
           },
           "timeSeriesList": {
@@ -911,7 +911,7 @@
           "queryType": "promQL",
           "promQLQuery": {
             "projectName": "$env",
-            "expr": "max(liq_pnl_summary_usd{stream=\"gross_realized\",window=\"$window\"})",
+            "expr": "max(liq_pnl_summary_usd{job=\"t0-liquidity-exporter\",stream=\"gross_realized\",window=\"$window\"})",
             "step": "60s"
           },
           "timeSeriesList": {
@@ -1005,7 +1005,7 @@
           "queryType": "promQL",
           "promQLQuery": {
             "projectName": "$env",
-            "expr": "max(liq_pnl_summary_usd{stream=\"tracked_costs\",window=\"$window\"})",
+            "expr": "max(liq_pnl_summary_usd{job=\"t0-liquidity-exporter\",stream=\"tracked_costs\",window=\"$window\"})",
             "step": "60s"
           },
           "timeSeriesList": {
@@ -1091,7 +1091,7 @@
           "queryType": "promQL",
           "promQLQuery": {
             "projectName": "$env",
-            "expr": "max(liq_pnl_summary_usd{stream=\"tracked_revenue\",window=\"$window\"})",
+            "expr": "max(liq_pnl_summary_usd{job=\"t0-liquidity-exporter\",stream=\"tracked_revenue\",window=\"$window\"})",
             "step": "60s"
           },
           "timeSeriesList": {
@@ -1185,7 +1185,7 @@
           "queryType": "promQL",
           "promQLQuery": {
             "projectName": "$env",
-            "expr": "max(liq_pnl_summary_usd{stream=\"counter_trade\",window=\"$window\"})",
+            "expr": "max(liq_pnl_summary_usd{job=\"t0-liquidity-exporter\",stream=\"counter_trade\",window=\"$window\"})",
             "step": "60s"
           },
           "timeSeriesList": {
@@ -1279,7 +1279,7 @@
           "queryType": "promQL",
           "promQLQuery": {
             "projectName": "$env",
-            "expr": "max(liq_pnl_summary_usd{stream=\"onchain_netting\",window=\"$window\"})",
+            "expr": "max(liq_pnl_summary_usd{job=\"t0-liquidity-exporter\",stream=\"onchain_netting\",window=\"$window\"})",
             "step": "60s"
           },
           "timeSeriesList": {
@@ -1373,7 +1373,7 @@
           "queryType": "promQL",
           "promQLQuery": {
             "projectName": "$env",
-            "expr": "max(liq_pnl_summary_usd{stream=\"directional_imbalance_excess\",window=\"$window\"})",
+            "expr": "max(liq_pnl_summary_usd{job=\"t0-liquidity-exporter\",stream=\"directional_imbalance_excess\",window=\"$window\"})",
             "step": "60s"
           },
           "timeSeriesList": {
@@ -1467,7 +1467,7 @@
           "queryType": "promQL",
           "promQLQuery": {
             "projectName": "$env",
-            "expr": "max(liq_pnl_summary_usd{stream=\"directional_inventory_baseline\",window=\"$window\"})",
+            "expr": "max(liq_pnl_summary_usd{job=\"t0-liquidity-exporter\",stream=\"directional_inventory_baseline\",window=\"$window\"})",
             "step": "60s"
           },
           "timeSeriesList": {
@@ -1561,7 +1561,7 @@
           "queryType": "promQL",
           "promQLQuery": {
             "projectName": "$env",
-            "expr": "max(liq_pnl_summary_usd{stream=\"directional_exposure\",window=\"$window\"})",
+            "expr": "max(liq_pnl_summary_usd{job=\"t0-liquidity-exporter\",stream=\"directional_exposure\",window=\"$window\"})",
             "step": "60s"
           },
           "timeSeriesList": {
@@ -1655,7 +1655,7 @@
           "queryType": "promQL",
           "promQLQuery": {
             "projectName": "$env",
-            "expr": "max(liq_pnl_summary_usd{stream=\"total\",window=\"$window\"})",
+            "expr": "max(liq_pnl_summary_usd{job=\"t0-liquidity-exporter\",stream=\"total\",window=\"$window\"})",
             "step": "60s"
           },
           "timeSeriesList": {
@@ -1749,7 +1749,7 @@
           "queryType": "promQL",
           "promQLQuery": {
             "projectName": "$env",
-            "expr": "max(liq_pnl_summary_shares{kind=\"inventory_drift\",window=\"$window\"})",
+            "expr": "max(liq_pnl_summary_shares{job=\"t0-liquidity-exporter\",kind=\"inventory_drift\",window=\"$window\"})",
             "step": "60s"
           },
           "timeSeriesList": {
@@ -1831,7 +1831,7 @@
           "queryType": "promQL",
           "promQLQuery": {
             "projectName": "$env",
-            "expr": "max(liq_pnl_sample_total_fills{window=\"$window\"})",
+            "expr": "max(liq_pnl_sample_total_fills{job=\"t0-liquidity-exporter\",window=\"$window\"})",
             "step": "60s"
           },
           "timeSeriesList": {
@@ -1913,7 +1913,7 @@
           "queryType": "promQL",
           "promQLQuery": {
             "projectName": "$env",
-            "expr": "max(liq_pnl_capital_avg_deployed_usd{window=\"$window\"})",
+            "expr": "max(liq_pnl_capital_avg_deployed_usd{job=\"t0-liquidity-exporter\",window=\"$window\"})",
             "step": "60s"
           },
           "timeSeriesList": {
@@ -1995,7 +1995,7 @@
           "queryType": "promQL",
           "promQLQuery": {
             "projectName": "$env",
-            "expr": "max(liq_pnl_capital_annualized_return_pct{window=\"$window\"})",
+            "expr": "max(liq_pnl_capital_annualized_return_pct{job=\"t0-liquidity-exporter\",window=\"$window\"})",
             "step": "60s"
           },
           "timeSeriesList": {
@@ -2085,7 +2085,7 @@
           "queryType": "promQL",
           "promQLQuery": {
             "projectName": "$env",
-            "expr": "max(liq_pnl_capital_coverage_days{window=\"$window\"})",
+            "expr": "max(liq_pnl_capital_coverage_days{job=\"t0-liquidity-exporter\",window=\"$window\"})",
             "step": "60s"
           },
           "timeSeriesList": {
@@ -2167,7 +2167,7 @@
           "queryType": "promQL",
           "promQLQuery": {
             "projectName": "$env",
-            "expr": "sum by (symbol, col) (label_replace(liq_pnl_symbol_usd{col=\"gross_realized\",window=\"$window\"}, \"col\", \"Gross\", \"\", \"\")) or sum by (symbol, col) (label_replace(liq_pnl_symbol_usd{col=\"tracked_costs\",window=\"$window\"}, \"col\", \"Costs\", \"\", \"\")) or sum by (symbol, col) (label_replace(liq_pnl_symbol_usd{col=\"tracked_revenue\",window=\"$window\"}, \"col\", \"Revenue\", \"\", \"\")) or sum by (symbol, col) (label_replace(liq_pnl_symbol_usd{col=\"net_realized\",window=\"$window\"}, \"col\", \"Net\", \"\", \"\")) or sum by (symbol, col) (label_replace(liq_pnl_symbol_usd{col=\"counter_trade\",window=\"$window\"}, \"col\", \"Counter\", \"\", \"\")) or sum by (symbol, col) (label_replace(liq_pnl_symbol_usd{col=\"onchain_netting\",window=\"$window\"}, \"col\", \"On-chain\", \"\", \"\")) or sum by (symbol, col) (label_replace(liq_pnl_symbol_usd{col=\"directional_imbalance_excess\",window=\"$window\"}, \"col\", \"Directional\", \"\", \"\")) or sum by (symbol, col) (label_replace(liq_pnl_symbol_usd{col=\"directional_inventory_baseline\",window=\"$window\"}, \"col\", \"Baseline Drift\", \"\", \"\")) or sum by (symbol, col) (label_replace(liq_pnl_symbol_usd{col=\"total\",window=\"$window\"}, \"col\", \"Total\", \"\", \"\")) or sum by (symbol, col) (label_replace(liq_pnl_symbol_lots{window=\"$window\"}, \"col\", \"Lots\", \"\", \"\")) or sum by (symbol, col) (label_replace(liq_pnl_symbol_volume_shares{window=\"$window\"}, \"col\", \"Volume\", \"\", \"\"))",
+            "expr": "sum by (symbol, col) (label_replace(liq_pnl_symbol_usd{job=\"t0-liquidity-exporter\",col=\"gross_realized\",window=\"$window\"}, \"col\", \"Gross\", \"\", \"\")) or sum by (symbol, col) (label_replace(liq_pnl_symbol_usd{job=\"t0-liquidity-exporter\",col=\"tracked_costs\",window=\"$window\"}, \"col\", \"Costs\", \"\", \"\")) or sum by (symbol, col) (label_replace(liq_pnl_symbol_usd{job=\"t0-liquidity-exporter\",col=\"tracked_revenue\",window=\"$window\"}, \"col\", \"Revenue\", \"\", \"\")) or sum by (symbol, col) (label_replace(liq_pnl_symbol_usd{job=\"t0-liquidity-exporter\",col=\"net_realized\",window=\"$window\"}, \"col\", \"Net\", \"\", \"\")) or sum by (symbol, col) (label_replace(liq_pnl_symbol_usd{job=\"t0-liquidity-exporter\",col=\"counter_trade\",window=\"$window\"}, \"col\", \"Counter\", \"\", \"\")) or sum by (symbol, col) (label_replace(liq_pnl_symbol_usd{job=\"t0-liquidity-exporter\",col=\"onchain_netting\",window=\"$window\"}, \"col\", \"On-chain\", \"\", \"\")) or sum by (symbol, col) (label_replace(liq_pnl_symbol_usd{job=\"t0-liquidity-exporter\",col=\"directional_imbalance_excess\",window=\"$window\"}, \"col\", \"Directional\", \"\", \"\")) or sum by (symbol, col) (label_replace(liq_pnl_symbol_usd{job=\"t0-liquidity-exporter\",col=\"directional_inventory_baseline\",window=\"$window\"}, \"col\", \"Baseline Drift\", \"\", \"\")) or sum by (symbol, col) (label_replace(liq_pnl_symbol_usd{job=\"t0-liquidity-exporter\",col=\"total\",window=\"$window\"}, \"col\", \"Total\", \"\", \"\")) or sum by (symbol, col) (label_replace(liq_pnl_symbol_lots{job=\"t0-liquidity-exporter\",window=\"$window\"}, \"col\", \"Lots\", \"\", \"\")) or sum by (symbol, col) (label_replace(liq_pnl_symbol_volume_shares{job=\"t0-liquidity-exporter\",window=\"$window\"}, \"col\", \"Volume\", \"\", \"\"))",
             "step": "60s"
           },
           "timeSeriesList": {
@@ -2697,7 +2697,7 @@
           "queryType": "promQL",
           "promQLQuery": {
             "projectName": "$env",
-            "expr": "sum by (day, symbol) (liq_pnl_day_usd{window=\"$window\"})",
+            "expr": "sum by (day, symbol) (liq_pnl_day_usd{job=\"t0-liquidity-exporter\",window=\"$window\"})",
             "step": "60s"
           },
           "timeSeriesList": {
@@ -2844,7 +2844,7 @@
           "queryType": "promQL",
           "promQLQuery": {
             "projectName": "$env",
-            "expr": "sum by (day, stream) (liq_pnl_day_stream_usd{window=\"$window\"})",
+            "expr": "sum by (day, stream) (liq_pnl_day_stream_usd{job=\"t0-liquidity-exporter\",window=\"$window\"})",
             "step": "60s"
           },
           "timeSeriesList": {
@@ -3052,7 +3052,7 @@
           "queryType": "promQL",
           "promQLQuery": {
             "projectName": "$env",
-            "expr": "sum by (day, symbol) (liq_pnl_day_cum_usd{window=\"$window\"})",
+            "expr": "sum by (day, symbol) (liq_pnl_day_cum_usd{job=\"t0-liquidity-exporter\",window=\"$window\"})",
             "step": "60s"
           },
           "timeSeriesList": {
@@ -3199,7 +3199,7 @@
           "queryType": "promQL",
           "promQLQuery": {
             "projectName": "$env",
-            "expr": "sum by (day, stream) (liq_pnl_day_cum_stream_usd{window=\"$window\"})",
+            "expr": "sum by (day, stream) (liq_pnl_day_cum_stream_usd{job=\"t0-liquidity-exporter\",window=\"$window\"})",
             "step": "60s"
           },
           "timeSeriesList": {
diff --git a/observability/gen-t0-liquidity.py b/observability/gen-t0-liquidity.py
index 66314fa30c..448bfeda62 100644
--- a/observability/gen-t0-liquidity.py
+++ b/observability/gen-t0-liquidity.py
@@ -6,6 +6,10 @@
 
     python3 observability/gen-t0-liquidity.py
 
+Check that the committed JSON matches the generator (CI runs this):
+
+    python3 observability/gen-t0-liquidity.py --check
+
 Data comes from the exporter sidecar on the liquidity VM
 (terraform/staging-liquidity/exporter/exporter.py):
 
@@ -41,12 +45,24 @@
     maxDataPoints itself (see latest_status_table).
 """
 
+import filecmp
 import json
 import os
+import re
+import sys
+import tempfile
 
 HERE = os.path.dirname(os.path.abspath(__file__))
 NATIVE_ROWS = os.path.join(HERE, "t0-liquidity-native-rows.json")
 
+# The bot serves liq_* on its own /metrics too, so an unpinned liq_ selector
+# would sum the exporter and the bot together. Every liq_ selector on these
+# boards reads the exporter's job until the board learns a source switch.
+LIQ_JOB = "t0-liquidity-exporter"
+LIQ_JOB_MATCHER = f'job="{LIQ_JOB}"'
+LIQ_NAME = re.compile(r"(?<![A-Za-z0-9_:])liq_[a-z0-9_]+")
+LIQ_PREFIX = re.compile(r"(?<![A-Za-z0-9_:])liq_")
+
 CM = {"type": "stackdriver", "uid": "cloudmon"}
 CL = {"type": "googlecloud-logging-datasource", "uid": "cloudlog"}
 
@@ -62,7 +78,58 @@ def nid():
 # Target + panel helpers
 # --------------------------------------------------------------------------
 
+def pin_liq(expr):
+    """Adds the exporter job matcher to every liq_ selector in `expr`.
+
+    Handles bare names (`liq_x` -> `liq_x{job="..."}`) and names that already
+    carry matchers (`liq_x{a="b"}` -> `liq_x{job="...",a="b"}`). A selector
+    that already names a job is left for `unpinned_liq_selectors` to judge.
+    """
+    out = []
+    pos = 0
+    for match in LIQ_NAME.finditer(expr):
+        out.append(expr[pos:match.end()])
+        pos = match.end()
+        if not expr.startswith("{", pos):
+            out.append("{" + LIQ_JOB_MATCHER + "}")
+            continue
+        close = expr.find("}", pos)
+        if close == -1:
+            raise SystemExit(f"unterminated label matcher in PromQL: {expr}")
+        matchers = expr[pos + 1:close].strip()
+        if re.search(r"(?<![A-Za-z0-9_])job\s*[=!]", matchers):
+            continue
+        pinned = LIQ_JOB_MATCHER + ("," + matchers if matchers else "")
+        out.append("{" + pinned + "}")
+        pos = close + 1
+    out.append(expr[pos:])
+    return "".join(out)
+
+
+def unpinned_liq_selectors(expr):
+    """Every liq_ occurrence in `expr` that is not a selector pinned to
+    exactly LIQ_JOB. A templated name such as `liq_$col` is never a valid
+    selector, so it is reported too: the check fails closed."""
+    pinned = {match.start() for match in LIQ_NAME.finditer(expr)
+              if _selector_is_pinned(expr, match.end())}
+    return [expr[found.start():found.start() + 40]
+            for found in LIQ_PREFIX.finditer(expr)
+            if found.start() not in pinned]
+
+
+def _selector_is_pinned(expr, name_end):
+    if not expr.startswith("{", name_end):
+        return False
+    close = expr.find("}", name_end)
+    if close == -1:
+        return False
+    matchers = [part.strip() for part in expr[name_end + 1:close].split(",")]
+    jobs = [part for part in matchers if re.match(r"job\s*(=|!=|=~|!~)", part)]
+    return jobs == [LIQ_JOB_MATCHER]
+
+
 def promql(expr, legend=None, instant=False, ref="A", step="60s"):
+    expr = pin_liq(expr)
     target = {
         "refId": ref,
         "datasource": CM,
@@ -1755,7 +1822,35 @@ def column(name, px, mappings=None, color_text=False):
 # ==========================================================================
 # Emit.
 # ==========================================================================
-for board in dashboards:
+def board_exprs(node):
+    """Every PromQL `expr` string in a board, wherever it is nested."""
+    if isinstance(node, dict):
+        for key, value in node.items():
+            if key == "expr" and isinstance(value, str):
+                yield value
+            else:
+                yield from board_exprs(value)
+    elif isinstance(node, list):
+        for value in node:
+            yield from board_exprs(value)
+
+
+def check_liq_pinned(boards):
+    failures = [(board["uid"], expr, unpinned)
+                for board in boards
+                for expr in board_exprs(board)
+                for unpinned in [unpinned_liq_selectors(expr)]
+                if unpinned]
+    for uid, expr, unpinned in failures:
+        print(f"{uid}: unpinned liq_ selector {unpinned} in: {expr}",
+              file=sys.stderr)
+    if failures:
+        raise SystemExit(
+            f"{len(failures)} PromQL expressions read liq_* without "
+            f"{LIQ_JOB_MATCHER}")
+
+
+def board_path(root, board):
     # A board's directory IS its Grafana folder (the provider builds folders
     # from the directory tree). The main board sits in dashboards/liquidity/,
     # so that folder lists one Liquidity bot entry; the four tab boards are
@@ -1764,8 +1859,40 @@ def column(name, px, mappings=None, color_text=False):
     # board between folders.
     subdir = ("liquidity" if board["uid"] == "t0-liquidity"
               else os.path.join("liquidity", "tabs"))
-    path = os.path.join(HERE, "dashboards", subdir, board["uid"] + ".json")
-    with open(path, "w") as f:
-        json.dump(board, f, indent=2, sort_keys=False)
-        f.write("\n")
-    print(f"wrote {path}: {len(board['panels'])} panels")
+    return os.path.join(root, "dashboards", subdir, board["uid"] + ".json")
+
+
+def write_boards(root, boards, quiet=False):
+    for board in boards:
+        path = board_path(root, board)
+        os.makedirs(os.path.dirname(path), exist_ok=True)
+        with open(path, "w") as f:
+            json.dump(board, f, indent=2, sort_keys=False)
+            f.write("\n")
+        if not quiet:
+            print(f"wrote {path}: {len(board['panels'])} panels")
+
+
+def check_committed(boards):
+    with tempfile.TemporaryDirectory() as scratch:
+        write_boards(scratch, boards, quiet=True)
+        drifted = [board_path(HERE, board) for board in boards
+                   if not os.path.exists(board_path(HERE, board))
+                   or not filecmp.cmp(board_path(scratch, board),
+                                      board_path(HERE, board), shallow=False)]
+    for path in drifted:
+        print(f"{path} differs from the generator output", file=sys.stderr)
+    if drifted:
+        raise SystemExit(
+            "committed boards are stale: run python3 "
+            "observability/gen-t0-liquidity.py and commit the result")
+    print(f"{len(boards)} boards match the generator")
+
+
+check_liq_pinned(dashboards)
+if sys.argv[1:] == ["--check"]:
+    check_committed(dashboards)
+elif sys.argv[1:]:
+    raise SystemExit(f"usage: {sys.argv[0]} [--check]")
+else:
+    write_boards(HERE, dashboards)
diff --git a/observability/t0-liquidity-native-rows.json b/observability/t0-liquidity-native-rows.json
index 51a8f8d47c..b661561b4c 100644
--- a/observability/t0-liquidity-native-rows.json
+++ b/observability/t0-liquidity-native-rows.json
@@ -274,7 +274,7 @@
       {
         "id": 18,
         "type": "timeseries",
-        "title": "Hedge scans skipped, by cause",
+        "title": "Hedge scans skipped, by reason",
         "description": "Extended-hours buys the position scan dropped before enqueueing a hedge job, because reference-price resolution or crossing failed. Each one is an on-chain fill that did not get hedged on that pass.",
         "datasource": {
           "type": "stackdriver",
@@ -290,9 +290,9 @@
             "queryType": "promQL",
             "promQLQuery": {
               "projectName": "$env",
-              "expr": "sum by (cause, symbol) (increase(hedge_scan_skipped_total[1h]))",
+              "expr": "sum by (reason, symbol) (increase(hedge_scan_skipped_total[1h]))",
               "step": "60s",
-              "legendFormat": "{{cause}} \u00b7 {{symbol}}"
+              "legendFormat": "{{reason}} \u00b7 {{symbol}}"
             },
             "timeSeriesList": {
               "projectName": "",
diff --git a/src/api.rs b/src/api.rs
index f2a06eafb6..3c5afc2267 100644
--- a/src/api.rs
+++ b/src/api.rs
@@ -3,7 +3,6 @@
 use std::num::NonZeroUsize;
 use std::str::FromStr;
 use std::sync::Arc;
-use std::sync::LazyLock;
 use std::time::Duration;
 
 use alloy::primitives::{TxHash, U256};
@@ -85,6 +84,7 @@ use crate::rebalancing::usdc::{
     UsdcTransferError,
 };
 use crate::rebalancing::{RebalancingService, UsdcResumeError};
+use crate::startup::PROCESS_START;
 use crate::tokenized_equity_mint::{
     TokenizedEquityMint, TokenizedEquityMintCommand, TokenizedEquityMintError,
     TokenizedEquityMintEvent,
@@ -112,7 +112,6 @@ fn parse_transfer_kind_filter(value: &str) -> Result<Vec<TransferKind>, InvalidT
         .collect()
 }
 
-static STARTED_AT: LazyLock<DateTime<Utc>> = LazyLock::new(Utc::now);
 const DEFAULT_RAINDEX_ORDERS_PAGE_SIZE: u32 = 50;
 const MAX_RAINDEX_ORDERS_PAGE_SIZE: u32 = 100;
 /// Bounds the rows SQLite may need to sort and skip for one history request.
@@ -121,7 +120,7 @@ const MAX_TRANSFER_HISTORY_OFFSET: usize = 10_000;
 /// Upper bound on ERROR/WARN log entries aggregated per reliability report.
 const MAX_RELIABILITY_LOG_ENTRIES: usize = 50_000;
 
-const GIT_COMMIT: &str = match option_env!("ST0X_GIT_COMMIT") {
+pub(crate) const GIT_COMMIT: &str = match option_env!("ST0X_GIT_COMMIT") {
     Some(val) => val,
     None => "dev",
 };
@@ -246,7 +245,7 @@ impl Serialize for ProtocolTrades<'_> {
 }
 
 async fn health(State(state): State<AppState>) -> (StatusCode, Json<HealthResponse>) {
-    let uptime = Utc::now() - *STARTED_AT;
+    let uptime = Utc::now() - DateTime::<Utc>::from(*PROCESS_START);
 
     // Gated on the startup barrier: every essential run loop has
     // acknowledged before this reports healthy, and the conductor
diff --git a/src/bin/server.rs b/src/bin/server.rs
index d69c570f35..e21a8cd332 100644
--- a/src/bin/server.rs
+++ b/src/bin/server.rs
@@ -1,13 +1,15 @@
 use clap::Parser;
+use std::sync::LazyLock;
 
 use st0x_config::{Ctx, Env, TokenSource, claim_boot_tokens};
 use st0x_hedge::{
-    apalis_board_tracing_layer, install_tls_crypto_provider, report_registry_boot,
+    PROCESS_START, apalis_board_tracing_layer, install_tls_crypto_provider, report_registry_boot,
     run_server_bot_session, setup_tracing,
 };
 
 #[tokio::main]
 async fn main() -> anyhow::Result<()> {
+    LazyLock::force(&PROCESS_START);
     install_tls_crypto_provider();
 
     let Env {
diff --git a/src/lib.rs b/src/lib.rs
index 403ecf3ccd..cbeeb4c624 100644
--- a/src/lib.rs
+++ b/src/lib.rs
@@ -94,6 +94,7 @@ pub use registry_boot::report_boot as report_registry_boot;
 pub use st0x_config::{
     ExtraLayer, FileLogGuard, TelemetryError, TelemetryGuard, mk_env_filter, setup_tracing,
 };
+pub use startup::PROCESS_START;
 pub use tls::install_tls_crypto_provider;
 
 #[cfg(any(test, feature = "test-support"))]
diff --git a/src/startup.rs b/src/startup.rs
index 900f6f830a..dac16eb064 100644
--- a/src/startup.rs
+++ b/src/startup.rs
@@ -12,14 +12,22 @@ use std::future::Future;
 use std::io;
 use std::path::PathBuf;
 use std::pin::Pin;
-use std::sync::Arc;
 use std::sync::atomic::{AtomicBool, AtomicUsize, Ordering};
+use std::sync::{Arc, LazyLock};
 use std::task::{Context as TaskContext, Poll};
+use std::time::SystemTime;
 use task_supervisor::{SupervisedTask, TaskResult};
 use tokio::sync::Notify;
 
 const READY_FILE_ENV: &str = "ST0X_STARTUP_READY_FILE";
 
+/// When this process started.
+///
+/// The server binary forces it before loading the config, so `/health` uptime
+/// and `liq_bot_start_timestamp_seconds` count from process start, not from the
+/// first request that reads them.
+pub static PROCESS_START: LazyLock<SystemTime> = LazyLock::new(SystemTime::now);
+
 pub(crate) trait StartupNotifier: Send + Sync {
     fn notify_ready(&self) -> io::Result<()>;
 }