diff --git a/scripts/dashboards_render_logs.py b/scripts/dashboards_render_logs.py
index 9284b93..48b592d 100755
--- a/scripts/dashboards_render_logs.py
+++ b/scripts/dashboards_render_logs.py
@@ -35,11 +35,12 @@ data:
 
 DASHBOARD_VERSION = "7.10.0"
 GRID_COLUMNS = 48
-GRID_HALF = GRID_COLUMNS // 2
 H_CHART = 10
 H_ERRORS = 8
-H_TABLE = 12
-H_SEARCH = 14
+H_TABLE = 16
+H_SEARCH = 18
+TABLE_SIZE = 15
+TABLE_PER_PAGE = 15
 
 ERROR_TERMS = ("*error*", "*exception*", "*fail*")
 
@@ -131,11 +132,11 @@ def table_vis(object_id: str, title: str, field: str, query: str, index_id: str)
                 "enabled": True,
                 "type": "terms",
                 "schema": "bucket",
-                "params": {"field": field, "size": 10, "order": "desc", "orderBy": "1"},
+                "params": {"field": field, "size": TABLE_SIZE, "order": "desc", "orderBy": "1"},
             },
         ],
         "params": {
-            "perPage": 10,
+            "perPage": TABLE_PER_PAGE,
             "showPartialRows": False,
             "showMetricsAtAllLevels": False,
             "sort": {"columnIndex": 1, "direction": "desc"},
@@ -202,6 +203,15 @@ def panel(panel_id: str, panel_type: str, grid_data: dict, index: int) -> dict:
     }
 
 
+def full_width_panels(specs: list[tuple[str, str, int]]) -> list[dict]:
+    panels = []
+    y = 0
+    for index, (panel_id, panel_type, height) in enumerate(specs, start=1):
+        panels.append(panel(panel_id, panel_type, grid(0, y, GRID_COLUMNS, height, index), index))
+        y += height
+    return panels
+
+
 def dashboard_object(object_id: str, title: str, panels: list[dict]) -> dict:
     return {
         "type": "dashboard",
@@ -240,28 +250,15 @@ def app_dashboard_objects(app: AppSpec) -> list[dict]:
                 app.index_id,
             )
         )
-        panels = [
-            panel(f"{prefix}-volume", "visualization", grid(0, 0, GRID_COLUMNS, H_CHART, 1), 1),
-            panel(f"{prefix}-errors", "visualization", grid(0, H_CHART, GRID_COLUMNS, H_ERRORS, 2), 2),
-            panel(
-                f"{prefix}-top-units",
-                "visualization",
-                grid(0, H_CHART + H_ERRORS, GRID_HALF, H_TABLE, 3),
-                3,
-            ),
-            panel(
-                f"{prefix}-recent",
-                "search",
-                grid(GRID_HALF, H_CHART + H_ERRORS, GRID_HALF, H_TABLE, 4),
-                4,
-            ),
-            panel(
-                f"{prefix}-recent-errors",
-                "search",
-                grid(0, H_CHART + H_ERRORS + H_TABLE, GRID_COLUMNS, H_SEARCH, 5),
-                5,
-            ),
-        ]
+        panels = full_width_panels(
+            [
+                (f"{prefix}-volume", "visualization", H_CHART),
+                (f"{prefix}-errors", "visualization", H_ERRORS),
+                (f"{prefix}-top-units", "visualization", H_TABLE),
+                (f"{prefix}-recent", "search", H_SEARCH),
+                (f"{prefix}-recent-errors", "search", H_SEARCH),
+            ]
+        )
         objects.append(dashboard_object(prefix, f"{app.title} Logs", panels))
         return objects
 
@@ -282,34 +279,16 @@ def app_dashboard_objects(app: AppSpec) -> list[dict]:
             app.index_id,
         )
     )
-    panels = [
-        panel(f"{prefix}-volume", "visualization", grid(0, 0, GRID_COLUMNS, H_CHART, 1), 1),
-        panel(f"{prefix}-errors", "visualization", grid(0, H_CHART, GRID_COLUMNS, H_ERRORS, 2), 2),
-        panel(
-            f"{prefix}-top-pods",
-            "visualization",
-            grid(0, H_CHART + H_ERRORS, GRID_HALF, H_TABLE, 3),
-            3,
-        ),
-        panel(
-            f"{prefix}-top-containers",
-            "visualization",
-            grid(GRID_HALF, H_CHART + H_ERRORS, GRID_HALF, H_TABLE, 4),
-            4,
-        ),
-        panel(
-            f"{prefix}-recent",
-            "search",
-            grid(0, H_CHART + H_ERRORS + H_TABLE, GRID_HALF, H_SEARCH, 5),
-            5,
-        ),
-        panel(
-            f"{prefix}-recent-errors",
-            "search",
-            grid(GRID_HALF, H_CHART + H_ERRORS + H_TABLE, GRID_HALF, H_SEARCH, 6),
-            6,
-        ),
-    ]
+    panels = full_width_panels(
+        [
+            (f"{prefix}-volume", "visualization", H_CHART),
+            (f"{prefix}-errors", "visualization", H_ERRORS),
+            (f"{prefix}-top-pods", "visualization", H_TABLE),
+            (f"{prefix}-top-containers", "visualization", H_TABLE),
+            (f"{prefix}-recent", "search", H_SEARCH),
+            (f"{prefix}-recent-errors", "search", H_SEARCH),
+        ]
+    )
     objects.append(dashboard_object(prefix, f"{app.title} Logs", panels))
     return objects
 
@@ -355,40 +334,17 @@ def overview_objects() -> list[dict]:
             "kube-logs",
         )
     )
-    panels = [
-        panel("logs-overview-volume", "visualization", grid(0, 0, GRID_COLUMNS, H_CHART, 1), 1),
-        panel("logs-overview-errors", "visualization", grid(0, H_CHART, GRID_COLUMNS, H_ERRORS, 2), 2),
-        panel(
-            "logs-overview-top-ns",
-            "visualization",
-            grid(0, H_CHART + H_ERRORS, GRID_HALF, H_TABLE, 3),
-            3,
-        ),
-        panel(
-            "logs-overview-top-error-ns",
-            "visualization",
-            grid(GRID_HALF, H_CHART + H_ERRORS, GRID_HALF, H_TABLE, 4),
-            4,
-        ),
-        panel(
-            "logs-overview-top-pods",
-            "visualization",
-            grid(0, H_CHART + H_ERRORS + H_TABLE, GRID_HALF, H_TABLE, 5),
-            5,
-        ),
-        panel(
-            "logs-overview-top-nodes",
-            "visualization",
-            grid(GRID_HALF, H_CHART + H_ERRORS + H_TABLE, GRID_HALF, H_TABLE, 6),
-            6,
-        ),
-        panel(
-            "logs-overview-recent-errors",
-            "search",
-            grid(0, H_CHART + H_ERRORS + (H_TABLE * 2), GRID_COLUMNS, H_SEARCH, 7),
-            7,
-        ),
-    ]
+    panels = full_width_panels(
+        [
+            ("logs-overview-volume", "visualization", H_CHART),
+            ("logs-overview-errors", "visualization", H_ERRORS),
+            ("logs-overview-top-ns", "visualization", H_TABLE),
+            ("logs-overview-top-error-ns", "visualization", H_TABLE),
+            ("logs-overview-top-pods", "visualization", H_TABLE),
+            ("logs-overview-top-nodes", "visualization", H_TABLE),
+            ("logs-overview-recent-errors", "search", H_SEARCH),
+        ]
+    )
     objects.append(dashboard_object("logs-overview", "Atlas Logs Overview", panels))
     return objects
 
diff --git a/scripts/logging_render_observability.py b/scripts/logging_render_observability.py
new file mode 100755
index 0000000..bd3455d
--- /dev/null
+++ b/scripts/logging_render_observability.py
@@ -0,0 +1,313 @@
+#!/usr/bin/env python3
+"""Generate OpenSearch Observability seed objects and render them into ConfigMaps.
+
+Usage:
+  scripts/logging_render_observability.py --build   # rebuild JSON + ConfigMap
+  scripts/logging_render_observability.py           # re-render ConfigMap from JSON
+"""
+
+from __future__ import annotations
+
+import argparse
+import json
+import textwrap
+from dataclasses import dataclass
+from pathlib import Path
+
+ROOT = Path(__file__).resolve().parents[1]
+OBS_DIR = ROOT / "services" / "logging" / "observability"
+APPS_PATH = OBS_DIR / "applications.json"
+QUERIES_PATH = OBS_DIR / "saved_queries.json"
+VIS_PATH = OBS_DIR / "saved_visualizations.json"
+CONFIG_PATH = ROOT / "services" / "logging" / "opensearch-observability-objects.yaml"
+
+CONFIG_TEMPLATE = textwrap.dedent(
+    """# {relative_path}
+# Generated by scripts/logging_render_observability.py --build
+apiVersion: v1
+kind: ConfigMap
+metadata:
+  name: opensearch-observability-objects
+  namespace: logging
+data:
+  applications.json: |
+{applications}
+  saved_queries.json: |
+{queries}
+  saved_visualizations.json: |
+{visualizations}
+"""
+)
+
+DEFAULT_RANGE = {"start": "now-24h", "end": "now", "text": ""}
+DEFAULT_TIMESTAMP = {"name": "@timestamp", "type": "timestamp"}
+DEFAULT_FIELDS = {"text": "", "tokens": []}
+
+
+@dataclass(frozen=True)
+class AppSpec:
+    name: str
+    base_query: str
+    kind: str = "kube"
+    description: str = ""
+
+
+@dataclass(frozen=True)
+class QuerySpec:
+    name: str
+    query: str
+    description: str = ""
+
+
+@dataclass(frozen=True)
+class VisualizationSpec:
+    name: str
+    query: str
+    vis_type: str
+    description: str = ""
+
+
+def source_query(index: str, where: str | None = None) -> str:
+    query = f"source = {index}"
+    if where:
+        query += f" | where {where}"
+    return query
+
+
+def error_filter(fields: list[str]) -> str:
+    parts = [f"match({field}, 'error|exception|fail')" for field in fields]
+    return " or ".join(parts)
+
+
+def saved_query(spec: QuerySpec) -> dict:
+    return {
+        "name": spec.name,
+        "description": spec.description,
+        "query": spec.query,
+        "selected_date_range": DEFAULT_RANGE,
+        "selected_timestamp": DEFAULT_TIMESTAMP,
+        "selected_fields": DEFAULT_FIELDS,
+    }
+
+
+def saved_visualization(spec: VisualizationSpec) -> dict:
+    return {
+        "name": spec.name,
+        "description": spec.description,
+        "query": spec.query,
+        "type": spec.vis_type,
+        "selected_date_range": DEFAULT_RANGE,
+        "selected_timestamp": DEFAULT_TIMESTAMP,
+        "selected_fields": DEFAULT_FIELDS,
+    }
+
+
+def build_objects() -> tuple[list[dict], list[dict], list[dict]]:
+    kube_error = error_filter(["log", "message"])
+    journald_error = error_filter(["MESSAGE"])
+
+    apps = [
+        AppSpec("bstein-dev-home", source_query("kube-*", "kubernetes.namespace_name = 'bstein-dev-home'")),
+        AppSpec(
+            "pegasus",
+            source_query(
+                "kube-*",
+                "kubernetes.namespace_name = 'jellyfin' and kubernetes.labels.app = 'pegasus'",
+            ),
+        ),
+        AppSpec(
+            "jellyfin",
+            source_query(
+                "kube-*",
+                "kubernetes.namespace_name = 'jellyfin' and kubernetes.labels.app = 'jellyfin'",
+            ),
+        ),
+        AppSpec("vaultwarden", source_query("kube-*", "kubernetes.namespace_name = 'vaultwarden'")),
+        AppSpec("mailu", source_query("kube-*", "kubernetes.namespace_name = 'mailu-mailserver'")),
+        AppSpec("nextcloud", source_query("kube-*", "kubernetes.namespace_name = 'nextcloud'")),
+        AppSpec("gitea", source_query("kube-*", "kubernetes.namespace_name = 'gitea'")),
+        AppSpec("jenkins", source_query("kube-*", "kubernetes.namespace_name = 'jenkins'")),
+        AppSpec("harbor", source_query("kube-*", "kubernetes.namespace_name = 'harbor'")),
+        AppSpec("vault", source_query("kube-*", "kubernetes.namespace_name = 'vault'")),
+        AppSpec("keycloak", source_query("kube-*", "kubernetes.namespace_name = 'sso'")),
+        AppSpec("flux-system", source_query("kube-*", "kubernetes.namespace_name = 'flux-system'")),
+        AppSpec("comms", source_query("kube-*", "kubernetes.namespace_name = 'comms'")),
+        AppSpec(
+            "element-web",
+            source_query(
+                "kube-*",
+                "kubernetes.namespace_name = 'comms' and kubernetes.container_name = 'element-web'",
+            ),
+        ),
+        AppSpec(
+            "element-call",
+            source_query(
+                "kube-*",
+                "kubernetes.namespace_name = 'comms' and kubernetes.labels.app = 'element-call'",
+            ),
+        ),
+        AppSpec(
+            "matrix-synapse",
+            source_query(
+                "kube-*",
+                "kubernetes.namespace_name = 'comms' and kubernetes.container_name = 'synapse'",
+            ),
+        ),
+        AppSpec(
+            "livekit",
+            source_query(
+                "kube-*",
+                "kubernetes.namespace_name = 'comms' and kubernetes.labels.app = 'livekit'",
+            ),
+        ),
+        AppSpec(
+            "coturn",
+            source_query(
+                "kube-*",
+                "kubernetes.namespace_name = 'comms' and kubernetes.labels.app = 'coturn'",
+            ),
+        ),
+        AppSpec(
+            "lesavka",
+            source_query("journald-*", "_HOSTNAME = 'titan-jh'"),
+            kind="journald",
+        ),
+    ]
+
+    applications = [
+        {
+            "name": app.name,
+            "description": app.description,
+            "baseQuery": app.base_query,
+            "servicesEntities": [],
+            "traceGroups": [],
+        }
+        for app in apps
+    ]
+
+    queries = [
+        saved_query(QuerySpec("kube logs", source_query("kube-*"))),
+        saved_query(QuerySpec("kube errors", f"{source_query('kube-*')} | where {kube_error}")),
+        saved_query(QuerySpec("journald logs", source_query("journald-*"))),
+        saved_query(QuerySpec("journald errors", f"{source_query('journald-*')} | where {journald_error}")),
+    ]
+
+    for app in apps:
+        query_base = app.base_query
+        error_clause = journald_error if app.kind == "journald" else kube_error
+        queries.append(saved_query(QuerySpec(f"{app.name} logs", query_base)))
+        queries.append(saved_query(QuerySpec(f"{app.name} errors", f"{query_base} | where {error_clause}")))
+
+    visualizations = [
+        saved_visualization(
+            VisualizationSpec(
+                "[Kube] Logs per hour",
+                "source = kube-* | stats count() as log_count by span(`@timestamp`, 1h)",
+                "line",
+            )
+        ),
+        saved_visualization(
+            VisualizationSpec(
+                "[Kube] Errors per hour",
+                f"source = kube-* | where {kube_error} | stats count() as error_count by span(`@timestamp`, 1h)",
+                "line",
+            )
+        ),
+        saved_visualization(
+            VisualizationSpec(
+                "[Kube] Top namespaces",
+                "source = kube-* | stats count() as log_count by kubernetes.namespace_name | sort - log_count",
+                "bar",
+            )
+        ),
+        saved_visualization(
+            VisualizationSpec(
+                "[Kube] Top error namespaces",
+                f"source = kube-* | where {kube_error} | stats count() as error_count by kubernetes.namespace_name | sort - error_count",
+                "bar",
+            )
+        ),
+        saved_visualization(
+            VisualizationSpec(
+                "[Kube] Top pods",
+                "source = kube-* | stats count() as log_count by kubernetes.pod_name | sort - log_count",
+                "bar",
+            )
+        ),
+        saved_visualization(
+            VisualizationSpec(
+                "[Kube] Top error pods",
+                f"source = kube-* | where {kube_error} | stats count() as error_count by kubernetes.pod_name | sort - error_count",
+                "bar",
+            )
+        ),
+        saved_visualization(
+            VisualizationSpec(
+                "[Kube] Top nodes",
+                "source = kube-* | stats count() as log_count by kubernetes.node_name | sort - log_count",
+                "bar",
+            )
+        ),
+        saved_visualization(
+            VisualizationSpec(
+                "[Journald] Top units",
+                "source = journald-* | stats count() as log_count by _SYSTEMD_UNIT | sort - log_count",
+                "bar",
+            )
+        ),
+        saved_visualization(
+            VisualizationSpec(
+                "[Journald] Top error units",
+                f"source = journald-* | where {journald_error} | stats count() as error_count by _SYSTEMD_UNIT | sort - error_count",
+                "bar",
+            )
+        ),
+    ]
+
+    return applications, queries, visualizations
+
+
+def write_json(payload: list[dict], path: Path) -> None:
+    path.parent.mkdir(parents=True, exist_ok=True)
+    path.write_text(json.dumps(payload, indent=2) + "\n")
+
+
+def render_configmap(apps_path: Path, queries_path: Path, vis_path: Path, output_path: Path) -> None:
+    relative_path = output_path.relative_to(ROOT)
+    applications = indent_payload(apps_path)
+    queries = indent_payload(queries_path)
+    visualizations = indent_payload(vis_path)
+    output_path.write_text(
+        CONFIG_TEMPLATE.format(
+            relative_path=relative_path,
+            applications=applications,
+            queries=queries,
+            visualizations=visualizations,
+        )
+    )
+
+
+def indent_payload(path: Path) -> str:
+    lines = path.read_text().splitlines()
+    return "\n".join("    " + line for line in lines)
+
+
+def main() -> None:
+    parser = argparse.ArgumentParser()
+    parser.add_argument("--build", action="store_true", help="Regenerate JSON payloads and ConfigMap")
+    args = parser.parse_args()
+
+    if args.build:
+        applications, queries, visualizations = build_objects()
+        write_json(applications, APPS_PATH)
+        write_json(queries, QUERIES_PATH)
+        write_json(visualizations, VIS_PATH)
+
+    if not (APPS_PATH.exists() and QUERIES_PATH.exists() and VIS_PATH.exists()):
+        raise SystemExit("Missing observability JSON payloads. Run with --build first.")
+
+    render_configmap(APPS_PATH, QUERIES_PATH, VIS_PATH, CONFIG_PATH)
+
+
+if __name__ == "__main__":
+    main()
diff --git a/services/logging/dashboards/logs.ndjson b/services/logging/dashboards/logs.ndjson
index 56f0e5e..a3620c4 100644
--- a/services/logging/dashboards/logs.ndjson
+++ b/services/logging/dashboards/logs.ndjson
@@ -2,141 +2,141 @@
 {"type":"index-pattern","id":"journald-logs","attributes":{"title":"journald-*","timeFieldName":"@timestamp"}}
 {"type":"visualization","id":"logs-overview-volume","attributes":{"title":"Logs per minute","visState":"{\"title\":\"Logs per minute\",\"type\":\"histogram\",\"aggs\":[{\"id\":\"1\",\"enabled\":true,\"type\":\"count\",\"schema\":\"metric\"},{\"id\":\"2\",\"enabled\":true,\"type\":\"date_histogram\",\"schema\":\"segment\",\"params\":{\"field\":\"@timestamp\",\"interval\":\"auto\",\"min_doc_count\":1}}],\"params\":{\"addTooltip\":true,\"addLegend\":false,\"scale\":\"linear\",\"interpolate\":\"linear\"}}","uiStateJSON":"{}","description":"","version":1,"kibanaSavedObjectMeta":{"searchSourceJSON":"{\"query\":{\"language\":\"kuery\",\"query\":\"*\"},\"filter\":[],\"indexRefName\":\"kibanaSavedObjectMeta.searchSourceJSON.index\"}"}},"references":[{"name":"kibanaSavedObjectMeta.searchSourceJSON.index","type":"index-pattern","id":"kube-logs"}]}
 {"type":"visualization","id":"logs-overview-errors","attributes":{"title":"Errors per minute","visState":"{\"title\":\"Errors per minute\",\"type\":\"histogram\",\"aggs\":[{\"id\":\"1\",\"enabled\":true,\"type\":\"count\",\"schema\":\"metric\"},{\"id\":\"2\",\"enabled\":true,\"type\":\"date_histogram\",\"schema\":\"segment\",\"params\":{\"field\":\"@timestamp\",\"interval\":\"auto\",\"min_doc_count\":1}}],\"params\":{\"addTooltip\":true,\"addLegend\":false,\"scale\":\"linear\",\"interpolate\":\"linear\"}}","uiStateJSON":"{}","description":"","version":1,"kibanaSavedObjectMeta":{"searchSourceJSON":"{\"query\":{\"language\":\"kuery\",\"query\":\"((log : \\\"*error*\\\" or message : \\\"*error*\\\") or (log : \\\"*exception*\\\" or message : \\\"*exception*\\\") or (log : \\\"*fail*\\\" or message : \\\"*fail*\\\"))\"},\"filter\":[],\"indexRefName\":\"kibanaSavedObjectMeta.searchSourceJSON.index\"}"}},"references":[{"name":"kibanaSavedObjectMeta.searchSourceJSON.index","type":"index-pattern","id":"kube-logs"}]}
-{"type":"visualization","id":"logs-overview-top-ns","attributes":{"title":"Top namespaces","visState":"{\"title\":\"Top namespaces\",\"type\":\"table\",\"aggs\":[{\"id\":\"1\",\"enabled\":true,\"type\":\"count\",\"schema\":\"metric\"},{\"id\":\"2\",\"enabled\":true,\"type\":\"terms\",\"schema\":\"bucket\",\"params\":{\"field\":\"kubernetes.namespace_name.keyword\",\"size\":10,\"order\":\"desc\",\"orderBy\":\"1\"}}],\"params\":{\"perPage\":10,\"showPartialRows\":false,\"showMetricsAtAllLevels\":false,\"sort\":{\"columnIndex\":1,\"direction\":\"desc\"}}}","uiStateJSON":"{}","description":"","version":1,"kibanaSavedObjectMeta":{"searchSourceJSON":"{\"query\":{\"language\":\"kuery\",\"query\":\"*\"},\"filter\":[],\"indexRefName\":\"kibanaSavedObjectMeta.searchSourceJSON.index\"}"}},"references":[{"name":"kibanaSavedObjectMeta.searchSourceJSON.index","type":"index-pattern","id":"kube-logs"}]}
-{"type":"visualization","id":"logs-overview-top-error-ns","attributes":{"title":"Top error namespaces","visState":"{\"title\":\"Top error namespaces\",\"type\":\"table\",\"aggs\":[{\"id\":\"1\",\"enabled\":true,\"type\":\"count\",\"schema\":\"metric\"},{\"id\":\"2\",\"enabled\":true,\"type\":\"terms\",\"schema\":\"bucket\",\"params\":{\"field\":\"kubernetes.namespace_name.keyword\",\"size\":10,\"order\":\"desc\",\"orderBy\":\"1\"}}],\"params\":{\"perPage\":10,\"showPartialRows\":false,\"showMetricsAtAllLevels\":false,\"sort\":{\"columnIndex\":1,\"direction\":\"desc\"}}}","uiStateJSON":"{}","description":"","version":1,"kibanaSavedObjectMeta":{"searchSourceJSON":"{\"query\":{\"language\":\"kuery\",\"query\":\"((log : \\\"*error*\\\" or message : \\\"*error*\\\") or (log : \\\"*exception*\\\" or message : \\\"*exception*\\\") or (log : \\\"*fail*\\\" or message : \\\"*fail*\\\"))\"},\"filter\":[],\"indexRefName\":\"kibanaSavedObjectMeta.searchSourceJSON.index\"}"}},"references":[{"name":"kibanaSavedObjectMeta.searchSourceJSON.index","type":"index-pattern","id":"kube-logs"}]}
-{"type":"visualization","id":"logs-overview-top-pods","attributes":{"title":"Top pods","visState":"{\"title\":\"Top pods\",\"type\":\"table\",\"aggs\":[{\"id\":\"1\",\"enabled\":true,\"type\":\"count\",\"schema\":\"metric\"},{\"id\":\"2\",\"enabled\":true,\"type\":\"terms\",\"schema\":\"bucket\",\"params\":{\"field\":\"kubernetes.pod_name.keyword\",\"size\":10,\"order\":\"desc\",\"orderBy\":\"1\"}}],\"params\":{\"perPage\":10,\"showPartialRows\":false,\"showMetricsAtAllLevels\":false,\"sort\":{\"columnIndex\":1,\"direction\":\"desc\"}}}","uiStateJSON":"{}","description":"","version":1,"kibanaSavedObjectMeta":{"searchSourceJSON":"{\"query\":{\"language\":\"kuery\",\"query\":\"*\"},\"filter\":[],\"indexRefName\":\"kibanaSavedObjectMeta.searchSourceJSON.index\"}"}},"references":[{"name":"kibanaSavedObjectMeta.searchSourceJSON.index","type":"index-pattern","id":"kube-logs"}]}
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 {"type":"search","id":"logs-lesavka-recent","attributes":{"title":"Recent logs","description":"","columns":["@timestamp","_HOSTNAME","_SYSTEMD_UNIT","MESSAGE"],"sort":[["@timestamp","desc"]],"kibanaSavedObjectMeta":{"searchSourceJSON":"{\"query\":{\"language\":\"kuery\",\"query\":\"_HOSTNAME: \\\"titan-jh\\\"\"},\"filter\":[],\"indexRefName\":\"kibanaSavedObjectMeta.searchSourceJSON.index\"}"}},"references":[{"name":"kibanaSavedObjectMeta.searchSourceJSON.index","type":"index-pattern","id":"journald-logs"}]}
 {"type":"search","id":"logs-lesavka-recent-errors","attributes":{"title":"Recent errors","description":"","columns":["@timestamp","_HOSTNAME","_SYSTEMD_UNIT","MESSAGE"],"sort":[["@timestamp","desc"]],"kibanaSavedObjectMeta":{"searchSourceJSON":"{\"query\":{\"language\":\"kuery\",\"query\":\"(_HOSTNAME: \\\"titan-jh\\\") and ((log : \\\"*error*\\\" or message : \\\"*error*\\\") or (log : \\\"*exception*\\\" or message : \\\"*exception*\\\") or (log : \\\"*fail*\\\" or message : \\\"*fail*\\\"))\"},\"filter\":[],\"indexRefName\":\"kibanaSavedObjectMeta.searchSourceJSON.index\"}"}},"references":[{"name":"kibanaSavedObjectMeta.searchSourceJSON.index","type":"index-pattern","id":"journald-logs"}]}
-{"type":"dashboard","id":"logs-lesavka","attributes":{"title":"lesavka Logs","description":"","hits":0,"panelsJSON":"[{\"panelIndex\":\"1\",\"gridData\":{\"x\":0,\"y\":0,\"w\":48,\"h\":10,\"i\":\"1\"},\"id\":\"logs-lesavka-volume\",\"type\":\"visualization\",\"version\":\"7.10.0\",\"embeddableConfig\":{}},{\"panelIndex\":\"2\",\"gridData\":{\"x\":0,\"y\":10,\"w\":48,\"h\":8,\"i\":\"2\"},\"id\":\"logs-lesavka-errors\",\"type\":\"visualization\",\"version\":\"7.10.0\",\"embeddableConfig\":{}},{\"panelIndex\":\"3\",\"gridData\":{\"x\":0,\"y\":18,\"w\":24,\"h\":12,\"i\":\"3\"},\"id\":\"logs-lesavka-top-units\",\"type\":\"visualization\",\"version\":\"7.10.0\",\"embeddableConfig\":{}},{\"panelIndex\":\"4\",\"gridData\":{\"x\":24,\"y\":18,\"w\":24,\"h\":12,\"i\":\"4\"},\"id\":\"logs-lesavka-recent\",\"type\":\"search\",\"version\":\"7.10.0\",\"embeddableConfig\":{}},{\"panelIndex\":\"5\",\"gridData\":{\"x\":0,\"y\":30,\"w\":48,\"h\":14,\"i\":\"5\"},\"id\":\"logs-lesavka-recent-errors\",\"type\":\"search\",\"version\":\"7.10.0\",\"embeddableConfig\":{}}]","optionsJSON":"{\"useMargins\":true,\"hidePanelTitles\":false}","version":1,"timeRestore":false,"kibanaSavedObjectMeta":{"searchSourceJSON":"{\"query\": {\"language\": \"kuery\", \"query\": \"\"}, \"filter\": []}"}}}
+{"type":"dashboard","id":"logs-lesavka","attributes":{"title":"lesavka Logs","description":"","hits":0,"panelsJSON":"[{\"panelIndex\":\"1\",\"gridData\":{\"x\":0,\"y\":0,\"w\":48,\"h\":10,\"i\":\"1\"},\"id\":\"logs-lesavka-volume\",\"type\":\"visualization\",\"version\":\"7.10.0\",\"embeddableConfig\":{}},{\"panelIndex\":\"2\",\"gridData\":{\"x\":0,\"y\":10,\"w\":48,\"h\":8,\"i\":\"2\"},\"id\":\"logs-lesavka-errors\",\"type\":\"visualization\",\"version\":\"7.10.0\",\"embeddableConfig\":{}},{\"panelIndex\":\"3\",\"gridData\":{\"x\":0,\"y\":18,\"w\":48,\"h\":16,\"i\":\"3\"},\"id\":\"logs-lesavka-top-units\",\"type\":\"visualization\",\"version\":\"7.10.0\",\"embeddableConfig\":{}},{\"panelIndex\":\"4\",\"gridData\":{\"x\":0,\"y\":34,\"w\":48,\"h\":18,\"i\":\"4\"},\"id\":\"logs-lesavka-recent\",\"type\":\"search\",\"version\":\"7.10.0\",\"embeddableConfig\":{}},{\"panelIndex\":\"5\",\"gridData\":{\"x\":0,\"y\":52,\"w\":48,\"h\":18,\"i\":\"5\"},\"id\":\"logs-lesavka-recent-errors\",\"type\":\"search\",\"version\":\"7.10.0\",\"embeddableConfig\":{}}]","optionsJSON":"{\"useMargins\":true,\"hidePanelTitles\":false}","version":1,"timeRestore":false,"kibanaSavedObjectMeta":{"searchSourceJSON":"{\"query\": {\"language\": \"kuery\", \"query\": \"\"}, \"filter\": []}"}}}
diff --git a/services/logging/kustomization.yaml b/services/logging/kustomization.yaml
index 5043ccc..94fc1a8 100644
--- a/services/logging/kustomization.yaml
+++ b/services/logging/kustomization.yaml
@@ -7,8 +7,10 @@ resources:
   - opensearch-helmrelease.yaml
   - opensearch-dashboards-helmrelease.yaml
   - opensearch-dashboards-objects.yaml
+  - opensearch-observability-objects.yaml
   - opensearch-ism-job.yaml
   - opensearch-dashboards-setup-job.yaml
+  - opensearch-observability-setup-job.yaml
   - opensearch-prune-cronjob.yaml
   - fluent-bit-helmrelease.yaml
   - oauth2-proxy.yaml
diff --git a/services/logging/observability/applications.json b/services/logging/observability/applications.json
new file mode 100644
index 0000000..fc29e5a
--- /dev/null
+++ b/services/logging/observability/applications.json
@@ -0,0 +1,135 @@
+[
+  {
+    "name": "bstein-dev-home",
+    "description": "",
+    "baseQuery": "source = kube-* | where kubernetes.namespace_name = 'bstein-dev-home'",
+    "servicesEntities": [],
+    "traceGroups": []
+  },
+  {
+    "name": "pegasus",
+    "description": "",
+    "baseQuery": "source = kube-* | where kubernetes.namespace_name = 'jellyfin' and kubernetes.labels.app = 'pegasus'",
+    "servicesEntities": [],
+    "traceGroups": []
+  },
+  {
+    "name": "jellyfin",
+    "description": "",
+    "baseQuery": "source = kube-* | where kubernetes.namespace_name = 'jellyfin' and kubernetes.labels.app = 'jellyfin'",
+    "servicesEntities": [],
+    "traceGroups": []
+  },
+  {
+    "name": "vaultwarden",
+    "description": "",
+    "baseQuery": "source = kube-* | where kubernetes.namespace_name = 'vaultwarden'",
+    "servicesEntities": [],
+    "traceGroups": []
+  },
+  {
+    "name": "mailu",
+    "description": "",
+    "baseQuery": "source = kube-* | where kubernetes.namespace_name = 'mailu-mailserver'",
+    "servicesEntities": [],
+    "traceGroups": []
+  },
+  {
+    "name": "nextcloud",
+    "description": "",
+    "baseQuery": "source = kube-* | where kubernetes.namespace_name = 'nextcloud'",
+    "servicesEntities": [],
+    "traceGroups": []
+  },
+  {
+    "name": "gitea",
+    "description": "",
+    "baseQuery": "source = kube-* | where kubernetes.namespace_name = 'gitea'",
+    "servicesEntities": [],
+    "traceGroups": []
+  },
+  {
+    "name": "jenkins",
+    "description": "",
+    "baseQuery": "source = kube-* | where kubernetes.namespace_name = 'jenkins'",
+    "servicesEntities": [],
+    "traceGroups": []
+  },
+  {
+    "name": "harbor",
+    "description": "",
+    "baseQuery": "source = kube-* | where kubernetes.namespace_name = 'harbor'",
+    "servicesEntities": [],
+    "traceGroups": []
+  },
+  {
+    "name": "vault",
+    "description": "",
+    "baseQuery": "source = kube-* | where kubernetes.namespace_name = 'vault'",
+    "servicesEntities": [],
+    "traceGroups": []
+  },
+  {
+    "name": "keycloak",
+    "description": "",
+    "baseQuery": "source = kube-* | where kubernetes.namespace_name = 'sso'",
+    "servicesEntities": [],
+    "traceGroups": []
+  },
+  {
+    "name": "flux-system",
+    "description": "",
+    "baseQuery": "source = kube-* | where kubernetes.namespace_name = 'flux-system'",
+    "servicesEntities": [],
+    "traceGroups": []
+  },
+  {
+    "name": "comms",
+    "description": "",
+    "baseQuery": "source = kube-* | where kubernetes.namespace_name = 'comms'",
+    "servicesEntities": [],
+    "traceGroups": []
+  },
+  {
+    "name": "element-web",
+    "description": "",
+    "baseQuery": "source = kube-* | where kubernetes.namespace_name = 'comms' and kubernetes.container_name = 'element-web'",
+    "servicesEntities": [],
+    "traceGroups": []
+  },
+  {
+    "name": "element-call",
+    "description": "",
+    "baseQuery": "source = kube-* | where kubernetes.namespace_name = 'comms' and kubernetes.labels.app = 'element-call'",
+    "servicesEntities": [],
+    "traceGroups": []
+  },
+  {
+    "name": "matrix-synapse",
+    "description": "",
+    "baseQuery": "source = kube-* | where kubernetes.namespace_name = 'comms' and kubernetes.container_name = 'synapse'",
+    "servicesEntities": [],
+    "traceGroups": []
+  },
+  {
+    "name": "livekit",
+    "description": "",
+    "baseQuery": "source = kube-* | where kubernetes.namespace_name = 'comms' and kubernetes.labels.app = 'livekit'",
+    "servicesEntities": [],
+    "traceGroups": []
+  },
+  {
+    "name": "coturn",
+    "description": "",
+    "baseQuery": "source = kube-* | where kubernetes.namespace_name = 'comms' and kubernetes.labels.app = 'coturn'",
+    "servicesEntities": [],
+    "traceGroups": []
+  },
+  {
+    "name": "lesavka",
+    "description": "",
+    "baseQuery": "source = journald-* | where _HOSTNAME = 'titan-jh'",
+    "servicesEntities": [],
+    "traceGroups": []
+  }
+]
diff --git a/services/logging/observability/saved_queries.json b/services/logging/observability/saved_queries.json
new file mode 100644
index 0000000..072e92b
--- /dev/null
+++ b/services/logging/observability/saved_queries.json
@@ -0,0 +1,758 @@
+[
+  {
+    "name": "kube logs",
+    "description": "",
+    "query": "source = kube-*",
+    "selected_date_range": {
+      "start": "now-24h",
+      "end": "now",
+      "text": ""
+    },
+    "selected_timestamp": {
+      "name": "@timestamp",
+      "type": "timestamp"
+    },
+    "selected_fields": {
+      "text": "",
+      "tokens": []
+    }
+  },
+  {
+    "name": "kube errors",
+    "description": "",
+    "query": "source = kube-* | where match(log, 'error|exception|fail') or match(message, 'error|exception|fail')",
+    "selected_date_range": {
+      "start": "now-24h",
+      "end": "now",
+      "text": ""
+    },
+    "selected_timestamp": {
+      "name": "@timestamp",
+      "type": "timestamp"
+    },
+    "selected_fields": {
+      "text": "",
+      "tokens": []
+    }
+  },
+  {
+    "name": "journald logs",
+    "description": "",
+    "query": "source = journald-*",
+    "selected_date_range": {
+      "start": "now-24h",
+      "end": "now",
+      "text": ""
+    },
+    "selected_timestamp": {
+      "name": "@timestamp",
+      "type": "timestamp"
+    },
+    "selected_fields": {
+      "text": "",
+      "tokens": []
+    }
+  },
+  {
+    "name": "journald errors",
+    "description": "",
+    "query": "source = journald-* | where match(MESSAGE, 'error|exception|fail')",
+    "selected_date_range": {
+      "start": "now-24h",
+      "end": "now",
+      "text": ""
+    },
+    "selected_timestamp": {
+      "name": "@timestamp",
+      "type": "timestamp"
+    },
+    "selected_fields": {
+      "text": "",
+      "tokens": []
+    }
+  },
+  {
+    "name": "bstein-dev-home logs",
+    "description": "",
+    "query": "source = kube-* | where kubernetes.namespace_name = 'bstein-dev-home'",
+    "selected_date_range": {
+      "start": "now-24h",
+      "end": "now",
+      "text": ""
+    },
+    "selected_timestamp": {
+      "name": "@timestamp",
+      "type": "timestamp"
+    },
+    "selected_fields": {
+      "text": "",
+      "tokens": []
+    }
+  },
+  {
+    "name": "bstein-dev-home errors",
+    "description": "",
+    "query": "source = kube-* | where kubernetes.namespace_name = 'bstein-dev-home' | where match(log, 'error|exception|fail') or match(message, 'error|exception|fail')",
+    "selected_date_range": {
+      "start": "now-24h",
+      "end": "now",
+      "text": ""
+    },
+    "selected_timestamp": {
+      "name": "@timestamp",
+      "type": "timestamp"
+    },
+    "selected_fields": {
+      "text": "",
+      "tokens": []
+    }
+  },
+  {
+    "name": "pegasus logs",
+    "description": "",
+    "query": "source = kube-* | where kubernetes.namespace_name = 'jellyfin' and kubernetes.labels.app = 'pegasus'",
+    "selected_date_range": {
+      "start": "now-24h",
+      "end": "now",
+      "text": ""
+    },
+    "selected_timestamp": {
+      "name": "@timestamp",
+      "type": "timestamp"
+    },
+    "selected_fields": {
+      "text": "",
+      "tokens": []
+    }
+  },
+  {
+    "name": "pegasus errors",
+    "description": "",
+    "query": "source = kube-* | where kubernetes.namespace_name = 'jellyfin' and kubernetes.labels.app = 'pegasus' | where match(log, 'error|exception|fail') or match(message, 'error|exception|fail')",
+    "selected_date_range": {
+      "start": "now-24h",
+      "end": "now",
+      "text": ""
+    },
+    "selected_timestamp": {
+      "name": "@timestamp",
+      "type": "timestamp"
+    },
+    "selected_fields": {
+      "text": "",
+      "tokens": []
+    }
+  },
+  {
+    "name": "jellyfin logs",
+    "description": "",
+    "query": "source = kube-* | where kubernetes.namespace_name = 'jellyfin' and kubernetes.labels.app = 'jellyfin'",
+    "selected_date_range": {
+      "start": "now-24h",
+      "end": "now",
+      "text": ""
+    },
+    "selected_timestamp": {
+      "name": "@timestamp",
+      "type": "timestamp"
+    },
+    "selected_fields": {
+      "text": "",
+      "tokens": []
+    }
+  },
+  {
+    "name": "jellyfin errors",
+    "description": "",
+    "query": "source = kube-* | where kubernetes.namespace_name = 'jellyfin' and kubernetes.labels.app = 'jellyfin' | where match(log, 'error|exception|fail') or match(message, 'error|exception|fail')",
+    "selected_date_range": {
+      "start": "now-24h",
+      "end": "now",
+      "text": ""
+    },
+    "selected_timestamp": {
+      "name": "@timestamp",
+      "type": "timestamp"
+    },
+    "selected_fields": {
+      "text": "",
+      "tokens": []
+    }
+  },
+  {
+    "name": "vaultwarden logs",
+    "description": "",
+    "query": "source = kube-* | where kubernetes.namespace_name = 'vaultwarden'",
+    "selected_date_range": {
+      "start": "now-24h",
+      "end": "now",
+      "text": ""
+    },
+    "selected_timestamp": {
+      "name": "@timestamp",
+      "type": "timestamp"
+    },
+    "selected_fields": {
+      "text": "",
+      "tokens": []
+    }
+  },
+  {
+    "name": "vaultwarden errors",
+    "description": "",
+    "query": "source = kube-* | where kubernetes.namespace_name = 'vaultwarden' | where match(log, 'error|exception|fail') or match(message, 'error|exception|fail')",
+    "selected_date_range": {
+      "start": "now-24h",
+      "end": "now",
+      "text": ""
+    },
+    "selected_timestamp": {
+      "name": "@timestamp",
+      "type": "timestamp"
+    },
+    "selected_fields": {
+      "text": "",
+      "tokens": []
+    }
+  },
+  {
+    "name": "mailu logs",
+    "description": "",
+    "query": "source = kube-* | where kubernetes.namespace_name = 'mailu-mailserver'",
+    "selected_date_range": {
+      "start": "now-24h",
+      "end": "now",
+      "text": ""
+    },
+    "selected_timestamp": {
+      "name": "@timestamp",
+      "type": "timestamp"
+    },
+    "selected_fields": {
+      "text": "",
+      "tokens": []
+    }
+  },
+  {
+    "name": "mailu errors",
+    "description": "",
+    "query": "source = kube-* | where kubernetes.namespace_name = 'mailu-mailserver' | where match(log, 'error|exception|fail') or match(message, 'error|exception|fail')",
+    "selected_date_range": {
+      "start": "now-24h",
+      "end": "now",
+      "text": ""
+    },
+    "selected_timestamp": {
+      "name": "@timestamp",
+      "type": "timestamp"
+    },
+    "selected_fields": {
+      "text": "",
+      "tokens": []
+    }
+  },
+  {
+    "name": "nextcloud logs",
+    "description": "",
+    "query": "source = kube-* | where kubernetes.namespace_name = 'nextcloud'",
+    "selected_date_range": {
+      "start": "now-24h",
+      "end": "now",
+      "text": ""
+    },
+    "selected_timestamp": {
+      "name": "@timestamp",
+      "type": "timestamp"
+    },
+    "selected_fields": {
+      "text": "",
+      "tokens": []
+    }
+  },
+  {
+    "name": "nextcloud errors",
+    "description": "",
+    "query": "source = kube-* | where kubernetes.namespace_name = 'nextcloud' | where match(log, 'error|exception|fail') or match(message, 'error|exception|fail')",
+    "selected_date_range": {
+      "start": "now-24h",
+      "end": "now",
+      "text": ""
+    },
+    "selected_timestamp": {
+      "name": "@timestamp",
+      "type": "timestamp"
+    },
+    "selected_fields": {
+      "text": "",
+      "tokens": []
+    }
+  },
+  {
+    "name": "gitea logs",
+    "description": "",
+    "query": "source = kube-* | where kubernetes.namespace_name = 'gitea'",
+    "selected_date_range": {
+      "start": "now-24h",
+      "end": "now",
+      "text": ""
+    },
+    "selected_timestamp": {
+      "name": "@timestamp",
+      "type": "timestamp"
+    },
+    "selected_fields": {
+      "text": "",
+      "tokens": []
+    }
+  },
+  {
+    "name": "gitea errors",
+    "description": "",
+    "query": "source = kube-* | where kubernetes.namespace_name = 'gitea' | where match(log, 'error|exception|fail') or match(message, 'error|exception|fail')",
+    "selected_date_range": {
+      "start": "now-24h",
+      "end": "now",
+      "text": ""
+    },
+    "selected_timestamp": {
+      "name": "@timestamp",
+      "type": "timestamp"
+    },
+    "selected_fields": {
+      "text": "",
+      "tokens": []
+    }
+  },
+  {
+    "name": "jenkins logs",
+    "description": "",
+    "query": "source = kube-* | where kubernetes.namespace_name = 'jenkins'",
+    "selected_date_range": {
+      "start": "now-24h",
+      "end": "now",
+      "text": ""
+    },
+    "selected_timestamp": {
+      "name": "@timestamp",
+      "type": "timestamp"
+    },
+    "selected_fields": {
+      "text": "",
+      "tokens": []
+    }
+  },
+  {
+    "name": "jenkins errors",
+    "description": "",
+    "query": "source = kube-* | where kubernetes.namespace_name = 'jenkins' | where match(log, 'error|exception|fail') or match(message, 'error|exception|fail')",
+    "selected_date_range": {
+      "start": "now-24h",
+      "end": "now",
+      "text": ""
+    },
+    "selected_timestamp": {
+      "name": "@timestamp",
+      "type": "timestamp"
+    },
+    "selected_fields": {
+      "text": "",
+      "tokens": []
+    }
+  },
+  {
+    "name": "harbor logs",
+    "description": "",
+    "query": "source = kube-* | where kubernetes.namespace_name = 'harbor'",
+    "selected_date_range": {
+      "start": "now-24h",
+      "end": "now",
+      "text": ""
+    },
+    "selected_timestamp": {
+      "name": "@timestamp",
+      "type": "timestamp"
+    },
+    "selected_fields": {
+      "text": "",
+      "tokens": []
+    }
+  },
+  {
+    "name": "harbor errors",
+    "description": "",
+    "query": "source = kube-* | where kubernetes.namespace_name = 'harbor' | where match(log, 'error|exception|fail') or match(message, 'error|exception|fail')",
+    "selected_date_range": {
+      "start": "now-24h",
+      "end": "now",
+      "text": ""
+    },
+    "selected_timestamp": {
+      "name": "@timestamp",
+      "type": "timestamp"
+    },
+    "selected_fields": {
+      "text": "",
+      "tokens": []
+    }
+  },
+  {
+    "name": "vault logs",
+    "description": "",
+    "query": "source = kube-* | where kubernetes.namespace_name = 'vault'",
+    "selected_date_range": {
+      "start": "now-24h",
+      "end": "now",
+      "text": ""
+    },
+    "selected_timestamp": {
+      "name": "@timestamp",
+      "type": "timestamp"
+    },
+    "selected_fields": {
+      "text": "",
+      "tokens": []
+    }
+  },
+  {
+    "name": "vault errors",
+    "description": "",
+    "query": "source = kube-* | where kubernetes.namespace_name = 'vault' | where match(log, 'error|exception|fail') or match(message, 'error|exception|fail')",
+    "selected_date_range": {
+      "start": "now-24h",
+      "end": "now",
+      "text": ""
+    },
+    "selected_timestamp": {
+      "name": "@timestamp",
+      "type": "timestamp"
+    },
+    "selected_fields": {
+      "text": "",
+      "tokens": []
+    }
+  },
+  {
+    "name": "keycloak logs",
+    "description": "",
+    "query": "source = kube-* | where kubernetes.namespace_name = 'sso'",
+    "selected_date_range": {
+      "start": "now-24h",
+      "end": "now",
+      "text": ""
+    },
+    "selected_timestamp": {
+      "name": "@timestamp",
+      "type": "timestamp"
+    },
+    "selected_fields": {
+      "text": "",
+      "tokens": []
+    }
+  },
+  {
+    "name": "keycloak errors",
+    "description": "",
+    "query": "source = kube-* | where kubernetes.namespace_name = 'sso' | where match(log, 'error|exception|fail') or match(message, 'error|exception|fail')",
+    "selected_date_range": {
+      "start": "now-24h",
+      "end": "now",
+      "text": ""
+    },
+    "selected_timestamp": {
+      "name": "@timestamp",
+      "type": "timestamp"
+    },
+    "selected_fields": {
+      "text": "",
+      "tokens": []
+    }
+  },
+  {
+    "name": "flux-system logs",
+    "description": "",
+    "query": "source = kube-* | where kubernetes.namespace_name = 'flux-system'",
+    "selected_date_range": {
+      "start": "now-24h",
+      "end": "now",
+      "text": ""
+    },
+    "selected_timestamp": {
+      "name": "@timestamp",
+      "type": "timestamp"
+    },
+    "selected_fields": {
+      "text": "",
+      "tokens": []
+    }
+  },
+  {
+    "name": "flux-system errors",
+    "description": "",
+    "query": "source = kube-* | where kubernetes.namespace_name = 'flux-system' | where match(log, 'error|exception|fail') or match(message, 'error|exception|fail')",
+    "selected_date_range": {
+      "start": "now-24h",
+      "end": "now",
+      "text": ""
+    },
+    "selected_timestamp": {
+      "name": "@timestamp",
+      "type": "timestamp"
+    },
+    "selected_fields": {
+      "text": "",
+      "tokens": []
+    }
+  },
+  {
+    "name": "comms logs",
+    "description": "",
+    "query": "source = kube-* | where kubernetes.namespace_name = 'comms'",
+    "selected_date_range": {
+      "start": "now-24h",
+      "end": "now",
+      "text": ""
+    },
+    "selected_timestamp": {
+      "name": "@timestamp",
+      "type": "timestamp"
+    },
+    "selected_fields": {
+      "text": "",
+      "tokens": []
+    }
+  },
+  {
+    "name": "comms errors",
+    "description": "",
+    "query": "source = kube-* | where kubernetes.namespace_name = 'comms' | where match(log, 'error|exception|fail') or match(message, 'error|exception|fail')",
+    "selected_date_range": {
+      "start": "now-24h",
+      "end": "now",
+      "text": ""
+    },
+    "selected_timestamp": {
+      "name": "@timestamp",
+      "type": "timestamp"
+    },
+    "selected_fields": {
+      "text": "",
+      "tokens": []
+    }
+  },
+  {
+    "name": "element-web logs",
+    "description": "",
+    "query": "source = kube-* | where kubernetes.namespace_name = 'comms' and kubernetes.container_name = 'element-web'",
+    "selected_date_range": {
+      "start": "now-24h",
+      "end": "now",
+      "text": ""
+    },
+    "selected_timestamp": {
+      "name": "@timestamp",
+      "type": "timestamp"
+    },
+    "selected_fields": {
+      "text": "",
+      "tokens": []
+    }
+  },
+  {
+    "name": "element-web errors",
+    "description": "",
+    "query": "source = kube-* | where kubernetes.namespace_name = 'comms' and kubernetes.container_name = 'element-web' | where match(log, 'error|exception|fail') or match(message, 'error|exception|fail')",
+    "selected_date_range": {
+      "start": "now-24h",
+      "end": "now",
+      "text": ""
+    },
+    "selected_timestamp": {
+      "name": "@timestamp",
+      "type": "timestamp"
+    },
+    "selected_fields": {
+      "text": "",
+      "tokens": []
+    }
+  },
+  {
+    "name": "element-call logs",
+    "description": "",
+    "query": "source = kube-* | where kubernetes.namespace_name = 'comms' and kubernetes.labels.app = 'element-call'",
+    "selected_date_range": {
+      "start": "now-24h",
+      "end": "now",
+      "text": ""
+    },
+    "selected_timestamp": {
+      "name": "@timestamp",
+      "type": "timestamp"
+    },
+    "selected_fields": {
+      "text": "",
+      "tokens": []
+    }
+  },
+  {
+    "name": "element-call errors",
+    "description": "",
+    "query": "source = kube-* | where kubernetes.namespace_name = 'comms' and kubernetes.labels.app = 'element-call' | where match(log, 'error|exception|fail') or match(message, 'error|exception|fail')",
+    "selected_date_range": {
+      "start": "now-24h",
+      "end": "now",
+      "text": ""
+    },
+    "selected_timestamp": {
+      "name": "@timestamp",
+      "type": "timestamp"
+    },
+    "selected_fields": {
+      "text": "",
+      "tokens": []
+    }
+  },
+  {
+    "name": "matrix-synapse logs",
+    "description": "",
+    "query": "source = kube-* | where kubernetes.namespace_name = 'comms' and kubernetes.container_name = 'synapse'",
+    "selected_date_range": {
+      "start": "now-24h",
+      "end": "now",
+      "text": ""
+    },
+    "selected_timestamp": {
+      "name": "@timestamp",
+      "type": "timestamp"
+    },
+    "selected_fields": {
+      "text": "",
+      "tokens": []
+    }
+  },
+  {
+    "name": "matrix-synapse errors",
+    "description": "",
+    "query": "source = kube-* | where kubernetes.namespace_name = 'comms' and kubernetes.container_name = 'synapse' | where match(log, 'error|exception|fail') or match(message, 'error|exception|fail')",
+    "selected_date_range": {
+      "start": "now-24h",
+      "end": "now",
+      "text": ""
+    },
+    "selected_timestamp": {
+      "name": "@timestamp",
+      "type": "timestamp"
+    },
+    "selected_fields": {
+      "text": "",
+      "tokens": []
+    }
+  },
+  {
+    "name": "livekit logs",
+    "description": "",
+    "query": "source = kube-* | where kubernetes.namespace_name = 'comms' and kubernetes.labels.app = 'livekit'",
+    "selected_date_range": {
+      "start": "now-24h",
+      "end": "now",
+      "text": ""
+    },
+    "selected_timestamp": {
+      "name": "@timestamp",
+      "type": "timestamp"
+    },
+    "selected_fields": {
+      "text": "",
+      "tokens": []
+    }
+  },
+  {
+    "name": "livekit errors",
+    "description": "",
+    "query": "source = kube-* | where kubernetes.namespace_name = 'comms' and kubernetes.labels.app = 'livekit' | where match(log, 'error|exception|fail') or match(message, 'error|exception|fail')",
+    "selected_date_range": {
+      "start": "now-24h",
+      "end": "now",
+      "text": ""
+    },
+    "selected_timestamp": {
+      "name": "@timestamp",
+      "type": "timestamp"
+    },
+    "selected_fields": {
+      "text": "",
+      "tokens": []
+    }
+  },
+  {
+    "name": "coturn logs",
+    "description": "",
+    "query": "source = kube-* | where kubernetes.namespace_name = 'comms' and kubernetes.labels.app = 'coturn'",
+    "selected_date_range": {
+      "start": "now-24h",
+      "end": "now",
+      "text": ""
+    },
+    "selected_timestamp": {
+      "name": "@timestamp",
+      "type": "timestamp"
+    },
+    "selected_fields": {
+      "text": "",
+      "tokens": []
+    }
+  },
+  {
+    "name": "coturn errors",
+    "description": "",
+    "query": "source = kube-* | where kubernetes.namespace_name = 'comms' and kubernetes.labels.app = 'coturn' | where match(log, 'error|exception|fail') or match(message, 'error|exception|fail')",
+    "selected_date_range": {
+      "start": "now-24h",
+      "end": "now",
+      "text": ""
+    },
+    "selected_timestamp": {
+      "name": "@timestamp",
+      "type": "timestamp"
+    },
+    "selected_fields": {
+      "text": "",
+      "tokens": []
+    }
+  },
+  {
+    "name": "lesavka logs",
+    "description": "",
+    "query": "source = journald-* | where _HOSTNAME = 'titan-jh'",
+    "selected_date_range": {
+      "start": "now-24h",
+      "end": "now",
+      "text": ""
+    },
+    "selected_timestamp": {
+      "name": "@timestamp",
+      "type": "timestamp"
+    },
+    "selected_fields": {
+      "text": "",
+      "tokens": []
+    }
+  },
+  {
+    "name": "lesavka errors",
+    "description": "",
+    "query": "source = journald-* | where _HOSTNAME = 'titan-jh' | where match(MESSAGE, 'error|exception|fail')",
+    "selected_date_range": {
+      "start": "now-24h",
+      "end": "now",
+      "text": ""
+    },
+    "selected_timestamp": {
+      "name": "@timestamp",
+      "type": "timestamp"
+    },
+    "selected_fields": {
+      "text": "",
+      "tokens": []
+    }
+  }
+]
diff --git a/services/logging/observability/saved_visualizations.json b/services/logging/observability/saved_visualizations.json
new file mode 100644
index 0000000..8a0171d
--- /dev/null
+++ b/services/logging/observability/saved_visualizations.json
@@ -0,0 +1,173 @@
+[
+  {
+    "name": "[Kube] Logs per hour",
+    "description": "",
+    "query": "source = kube-* | stats count() as log_count by span(`@timestamp`, 1h)",
+    "type": "line",
+    "selected_date_range": {
+      "start": "now-24h",
+      "end": "now",
+      "text": ""
+    },
+    "selected_timestamp": {
+      "name": "@timestamp",
+      "type": "timestamp"
+    },
+    "selected_fields": {
+      "text": "",
+      "tokens": []
+    }
+  },
+  {
+    "name": "[Kube] Errors per hour",
+    "description": "",
+    "query": "source = kube-* | where match(log, 'error|exception|fail') or match(message, 'error|exception|fail') | stats count() as error_count by span(`@timestamp`, 1h)",
+    "type": "line",
+    "selected_date_range": {
+      "start": "now-24h",
+      "end": "now",
+      "text": ""
+    },
+    "selected_timestamp": {
+      "name": "@timestamp",
+      "type": "timestamp"
+    },
+    "selected_fields": {
+      "text": "",
+      "tokens": []
+    }
+  },
+  {
+    "name": "[Kube] Top namespaces",
+    "description": "",
+    "query": "source = kube-* | stats count() as log_count by kubernetes.namespace_name | sort - log_count",
+    "type": "bar",
+    "selected_date_range": {
+      "start": "now-24h",
+      "end": "now",
+      "text": ""
+    },
+    "selected_timestamp": {
+      "name": "@timestamp",
+      "type": "timestamp"
+    },
+    "selected_fields": {
+      "text": "",
+      "tokens": []
+    }
+  },
+  {
+    "name": "[Kube] Top error namespaces",
+    "description": "",
+    "query": "source = kube-* | where match(log, 'error|exception|fail') or match(message, 'error|exception|fail') | stats count() as error_count by kubernetes.namespace_name | sort - error_count",
+    "type": "bar",
+    "selected_date_range": {
+      "start": "now-24h",
+      "end": "now",
+      "text": ""
+    },
+    "selected_timestamp": {
+      "name": "@timestamp",
+      "type": "timestamp"
+    },
+    "selected_fields": {
+      "text": "",
+      "tokens": []
+    }
+  },
+  {
+    "name": "[Kube] Top pods",
+    "description": "",
+    "query": "source = kube-* | stats count() as log_count by kubernetes.pod_name | sort - log_count",
+    "type": "bar",
+    "selected_date_range": {
+      "start": "now-24h",
+      "end": "now",
+      "text": ""
+    },
+    "selected_timestamp": {
+      "name": "@timestamp",
+      "type": "timestamp"
+    },
+    "selected_fields": {
+      "text": "",
+      "tokens": []
+    }
+  },
+  {
+    "name": "[Kube] Top error pods",
+    "description": "",
+    "query": "source = kube-* | where match(log, 'error|exception|fail') or match(message, 'error|exception|fail') | stats count() as error_count by kubernetes.pod_name | sort - error_count",
+    "type": "bar",
+    "selected_date_range": {
+      "start": "now-24h",
+      "end": "now",
+      "text": ""
+    },
+    "selected_timestamp": {
+      "name": "@timestamp",
+      "type": "timestamp"
+    },
+    "selected_fields": {
+      "text": "",
+      "tokens": []
+    }
+  },
+  {
+    "name": "[Kube] Top nodes",
+    "description": "",
+    "query": "source = kube-* | stats count() as log_count by kubernetes.node_name | sort - log_count",
+    "type": "bar",
+    "selected_date_range": {
+      "start": "now-24h",
+      "end": "now",
+      "text": ""
+    },
+    "selected_timestamp": {
+      "name": "@timestamp",
+      "type": "timestamp"
+    },
+    "selected_fields": {
+      "text": "",
+      "tokens": []
+    }
+  },
+  {
+    "name": "[Journald] Top units",
+    "description": "",
+    "query": "source = journald-* | stats count() as log_count by _SYSTEMD_UNIT | sort - log_count",
+    "type": "bar",
+    "selected_date_range": {
+      "start": "now-24h",
+      "end": "now",
+      "text": ""
+    },
+    "selected_timestamp": {
+      "name": "@timestamp",
+      "type": "timestamp"
+    },
+    "selected_fields": {
+      "text": "",
+      "tokens": []
+    }
+  },
+  {
+    "name": "[Journald] Top error units",
+    "description": "",
+    "query": "source = journald-* | where match(MESSAGE, 'error|exception|fail') | stats count() as error_count by _SYSTEMD_UNIT | sort - error_count",
+    "type": "bar",
+    "selected_date_range": {
+      "start": "now-24h",
+      "end": "now",
+      "text": ""
+    },
+    "selected_timestamp": {
+      "name": "@timestamp",
+      "type": "timestamp"
+    },
+    "selected_fields": {
+      "text": "",
+      "tokens": []
+    }
+  }
+]
diff --git a/services/logging/opensearch-dashboards-objects.yaml b/services/logging/opensearch-dashboards-objects.yaml
index 6cbef5b..fafcd33 100644
--- a/services/logging/opensearch-dashboards-objects.yaml
+++ b/services/logging/opensearch-dashboards-objects.yaml
@@ -11,141 +11,141 @@ data:
     {"type":"index-pattern","id":"journald-logs","attributes":{"title":"journald-*","timeFieldName":"@timestamp"}}
     {"type":"visualization","id":"logs-overview-volume","attributes":{"title":"Logs per minute","visState":"{\"title\":\"Logs per minute\",\"type\":\"histogram\",\"aggs\":[{\"id\":\"1\",\"enabled\":true,\"type\":\"count\",\"schema\":\"metric\"},{\"id\":\"2\",\"enabled\":true,\"type\":\"date_histogram\",\"schema\":\"segment\",\"params\":{\"field\":\"@timestamp\",\"interval\":\"auto\",\"min_doc_count\":1}}],\"params\":{\"addTooltip\":true,\"addLegend\":false,\"scale\":\"linear\",\"interpolate\":\"linear\"}}","uiStateJSON":"{}","description":"","version":1,"kibanaSavedObjectMeta":{"searchSourceJSON":"{\"query\":{\"language\":\"kuery\",\"query\":\"*\"},\"filter\":[],\"indexRefName\":\"kibanaSavedObjectMeta.searchSourceJSON.index\"}"}},"references":[{"name":"kibanaSavedObjectMeta.searchSourceJSON.index","type":"index-pattern","id":"kube-logs"}]}
     {"type":"visualization","id":"logs-overview-errors","attributes":{"title":"Errors per minute","visState":"{\"title\":\"Errors per minute\",\"type\":\"histogram\",\"aggs\":[{\"id\":\"1\",\"enabled\":true,\"type\":\"count\",\"schema\":\"metric\"},{\"id\":\"2\",\"enabled\":true,\"type\":\"date_histogram\",\"schema\":\"segment\",\"params\":{\"field\":\"@timestamp\",\"interval\":\"auto\",\"min_doc_count\":1}}],\"params\":{\"addTooltip\":true,\"addLegend\":false,\"scale\":\"linear\",\"interpolate\":\"linear\"}}","uiStateJSON":"{}","description":"","version":1,"kibanaSavedObjectMeta":{"searchSourceJSON":"{\"query\":{\"language\":\"kuery\",\"query\":\"((log : \\\"*error*\\\" or message : \\\"*error*\\\") or (log : \\\"*exception*\\\" or message : \\\"*exception*\\\") or (log : \\\"*fail*\\\" or message : \\\"*fail*\\\"))\"},\"filter\":[],\"indexRefName\":\"kibanaSavedObjectMeta.searchSourceJSON.index\"}"}},"references":[{"name":"kibanaSavedObjectMeta.searchSourceJSON.index","type":"index-pattern","id":"kube-logs"}]}
-    {"type":"visualization","id":"logs-overview-top-ns","attributes":{"title":"Top namespaces","visState":"{\"title\":\"Top namespaces\",\"type\":\"table\",\"aggs\":[{\"id\":\"1\",\"enabled\":true,\"type\":\"count\",\"schema\":\"metric\"},{\"id\":\"2\",\"enabled\":true,\"type\":\"terms\",\"schema\":\"bucket\",\"params\":{\"field\":\"kubernetes.namespace_name.keyword\",\"size\":10,\"order\":\"desc\",\"orderBy\":\"1\"}}],\"params\":{\"perPage\":10,\"showPartialRows\":false,\"showMetricsAtAllLevels\":false,\"sort\":{\"columnIndex\":1,\"direction\":\"desc\"}}}","uiStateJSON":"{}","description":"","version":1,"kibanaSavedObjectMeta":{"searchSourceJSON":"{\"query\":{\"language\":\"kuery\",\"query\":\"*\"},\"filter\":[],\"indexRefName\":\"kibanaSavedObjectMeta.searchSourceJSON.index\"}"}},"references":[{"name":"kibanaSavedObjectMeta.searchSourceJSON.index","type":"index-pattern","id":"kube-logs"}]}
-    {"type":"visualization","id":"logs-overview-top-error-ns","attributes":{"title":"Top error namespaces","visState":"{\"title\":\"Top error namespaces\",\"type\":\"table\",\"aggs\":[{\"id\":\"1\",\"enabled\":true,\"type\":\"count\",\"schema\":\"metric\"},{\"id\":\"2\",\"enabled\":true,\"type\":\"terms\",\"schema\":\"bucket\",\"params\":{\"field\":\"kubernetes.namespace_name.keyword\",\"size\":10,\"order\":\"desc\",\"orderBy\":\"1\"}}],\"params\":{\"perPage\":10,\"showPartialRows\":false,\"showMetricsAtAllLevels\":false,\"sort\":{\"columnIndex\":1,\"direction\":\"desc\"}}}","uiStateJSON":"{}","description":"","version":1,"kibanaSavedObjectMeta":{"searchSourceJSON":"{\"query\":{\"language\":\"kuery\",\"query\":\"((log : \\\"*error*\\\" or message : \\\"*error*\\\") or (log : \\\"*exception*\\\" or message : \\\"*exception*\\\") or (log : \\\"*fail*\\\" or message : \\\"*fail*\\\"))\"},\"filter\":[],\"indexRefName\":\"kibanaSavedObjectMeta.searchSourceJSON.index\"}"}},"references":[{"name":"kibanaSavedObjectMeta.searchSourceJSON.index","type":"index-pattern","id":"kube-logs"}]}
-    {"type":"visualization","id":"logs-overview-top-pods","attributes":{"title":"Top pods","visState":"{\"title\":\"Top pods\",\"type\":\"table\",\"aggs\":[{\"id\":\"1\",\"enabled\":true,\"type\":\"count\",\"schema\":\"metric\"},{\"id\":\"2\",\"enabled\":true,\"type\":\"terms\",\"schema\":\"bucket\",\"params\":{\"field\":\"kubernetes.pod_name.keyword\",\"size\":10,\"order\":\"desc\",\"orderBy\":\"1\"}}],\"params\":{\"perPage\":10,\"showPartialRows\":false,\"showMetricsAtAllLevels\":false,\"sort\":{\"columnIndex\":1,\"direction\":\"desc\"}}}","uiStateJSON":"{}","description":"","version":1,"kibanaSavedObjectMeta":{"searchSourceJSON":"{\"query\":{\"language\":\"kuery\",\"query\":\"*\"},\"filter\":[],\"indexRefName\":\"kibanaSavedObjectMeta.searchSourceJSON.index\"}"}},"references":[{"name":"kibanaSavedObjectMeta.searchSourceJSON.index","type":"index-pattern","id":"kube-logs"}]}
-    {"type":"visualization","id":"logs-overview-top-nodes","attributes":{"title":"Top nodes","visState":"{\"title\":\"Top nodes\",\"type\":\"table\",\"aggs\":[{\"id\":\"1\",\"enabled\":true,\"type\":\"count\",\"schema\":\"metric\"},{\"id\":\"2\",\"enabled\":true,\"type\":\"terms\",\"schema\":\"bucket\",\"params\":{\"field\":\"kubernetes.node_name.keyword\",\"size\":10,\"order\":\"desc\",\"orderBy\":\"1\"}}],\"params\":{\"perPage\":10,\"showPartialRows\":false,\"showMetricsAtAllLevels\":false,\"sort\":{\"columnIndex\":1,\"direction\":\"desc\"}}}","uiStateJSON":"{}","description":"","version":1,"kibanaSavedObjectMeta":{"searchSourceJSON":"{\"query\":{\"language\":\"kuery\",\"query\":\"*\"},\"filter\":[],\"indexRefName\":\"kibanaSavedObjectMeta.searchSourceJSON.index\"}"}},"references":[{"name":"kibanaSavedObjectMeta.searchSourceJSON.index","type":"index-pattern","id":"kube-logs"}]}
+    {"type":"visualization","id":"logs-overview-top-ns","attributes":{"title":"Top namespaces","visState":"{\"title\":\"Top namespaces\",\"type\":\"table\",\"aggs\":[{\"id\":\"1\",\"enabled\":true,\"type\":\"count\",\"schema\":\"metric\"},{\"id\":\"2\",\"enabled\":true,\"type\":\"terms\",\"schema\":\"bucket\",\"params\":{\"field\":\"kubernetes.namespace_name.keyword\",\"size\":15,\"order\":\"desc\",\"orderBy\":\"1\"}}],\"params\":{\"perPage\":15,\"showPartialRows\":false,\"showMetricsAtAllLevels\":false,\"sort\":{\"columnIndex\":1,\"direction\":\"desc\"}}}","uiStateJSON":"{}","description":"","version":1,"kibanaSavedObjectMeta":{"searchSourceJSON":"{\"query\":{\"language\":\"kuery\",\"query\":\"*\"},\"filter\":[],\"indexRefName\":\"kibanaSavedObjectMeta.searchSourceJSON.index\"}"}},"references":[{"name":"kibanaSavedObjectMeta.searchSourceJSON.index","type":"index-pattern","id":"kube-logs"}]}
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+    {"type":"dashboard","id":"logs-lesavka","attributes":{"title":"lesavka Logs","description":"","hits":0,"panelsJSON":"[{\"panelIndex\":\"1\",\"gridData\":{\"x\":0,\"y\":0,\"w\":48,\"h\":10,\"i\":\"1\"},\"id\":\"logs-lesavka-volume\",\"type\":\"visualization\",\"version\":\"7.10.0\",\"embeddableConfig\":{}},{\"panelIndex\":\"2\",\"gridData\":{\"x\":0,\"y\":10,\"w\":48,\"h\":8,\"i\":\"2\"},\"id\":\"logs-lesavka-errors\",\"type\":\"visualization\",\"version\":\"7.10.0\",\"embeddableConfig\":{}},{\"panelIndex\":\"3\",\"gridData\":{\"x\":0,\"y\":18,\"w\":48,\"h\":16,\"i\":\"3\"},\"id\":\"logs-lesavka-top-units\",\"type\":\"visualization\",\"version\":\"7.10.0\",\"embeddableConfig\":{}},{\"panelIndex\":\"4\",\"gridData\":{\"x\":0,\"y\":34,\"w\":48,\"h\":18,\"i\":\"4\"},\"id\":\"logs-lesavka-recent\",\"type\":\"search\",\"version\":\"7.10.0\",\"embeddableConfig\":{}},{\"panelIndex\":\"5\",\"gridData\":{\"x\":0,\"y\":52,\"w\":48,\"h\":18,\"i\":\"5\"},\"id\":\"logs-lesavka-recent-errors\",\"type\":\"search\",\"version\":\"7.10.0\",\"embeddableConfig\":{}}]","optionsJSON":"{\"useMargins\":true,\"hidePanelTitles\":false}","version":1,"timeRestore":false,"kibanaSavedObjectMeta":{"searchSourceJSON":"{\"query\": {\"language\": \"kuery\", \"query\": \"\"}, \"filter\": []}"}}}
diff --git a/services/logging/opensearch-dashboards-setup-job.yaml b/services/logging/opensearch-dashboards-setup-job.yaml
index ee0bf7b..06149d7 100644
--- a/services/logging/opensearch-dashboards-setup-job.yaml
+++ b/services/logging/opensearch-dashboards-setup-job.yaml
@@ -2,7 +2,7 @@
 apiVersion: batch/v1
 kind: Job
 metadata:
-  name: opensearch-dashboards-setup-3
+  name: opensearch-dashboards-setup-4
   namespace: logging
 spec:
   backoffLimit: 3
diff --git a/services/logging/opensearch-observability-objects.yaml b/services/logging/opensearch-observability-objects.yaml
new file mode 100644
index 0000000..0fd31c5
--- /dev/null
+++ b/services/logging/opensearch-observability-objects.yaml
@@ -0,0 +1,1077 @@
+# services/logging/opensearch-observability-objects.yaml
+# Generated by scripts/logging_render_observability.py --build
+apiVersion: v1
+kind: ConfigMap
+metadata:
+  name: opensearch-observability-objects
+  namespace: logging
+data:
+  applications.json: |
+    [
+      {
+        "name": "bstein-dev-home",
+        "description": "",
+        "baseQuery": "source = kube-* | where kubernetes.namespace_name = 'bstein-dev-home'",
+        "servicesEntities": [],
+        "traceGroups": []
+      },
+      {
+        "name": "pegasus",
+        "description": "",
+        "baseQuery": "source = kube-* | where kubernetes.namespace_name = 'jellyfin' and kubernetes.labels.app = 'pegasus'",
+        "servicesEntities": [],
+        "traceGroups": []
+      },
+      {
+        "name": "jellyfin",
+        "description": "",
+        "baseQuery": "source = kube-* | where kubernetes.namespace_name = 'jellyfin' and kubernetes.labels.app = 'jellyfin'",
+        "servicesEntities": [],
+        "traceGroups": []
+      },
+      {
+        "name": "vaultwarden",
+        "description": "",
+        "baseQuery": "source = kube-* | where kubernetes.namespace_name = 'vaultwarden'",
+        "servicesEntities": [],
+        "traceGroups": []
+      },
+      {
+        "name": "mailu",
+        "description": "",
+        "baseQuery": "source = kube-* | where kubernetes.namespace_name = 'mailu-mailserver'",
+        "servicesEntities": [],
+        "traceGroups": []
+      },
+      {
+        "name": "nextcloud",
+        "description": "",
+        "baseQuery": "source = kube-* | where kubernetes.namespace_name = 'nextcloud'",
+        "servicesEntities": [],
+        "traceGroups": []
+      },
+      {
+        "name": "gitea",
+        "description": "",
+        "baseQuery": "source = kube-* | where kubernetes.namespace_name = 'gitea'",
+        "servicesEntities": [],
+        "traceGroups": []
+      },
+      {
+        "name": "jenkins",
+        "description": "",
+        "baseQuery": "source = kube-* | where kubernetes.namespace_name = 'jenkins'",
+        "servicesEntities": [],
+        "traceGroups": []
+      },
+      {
+        "name": "harbor",
+        "description": "",
+        "baseQuery": "source = kube-* | where kubernetes.namespace_name = 'harbor'",
+        "servicesEntities": [],
+        "traceGroups": []
+      },
+      {
+        "name": "vault",
+        "description": "",
+        "baseQuery": "source = kube-* | where kubernetes.namespace_name = 'vault'",
+        "servicesEntities": [],
+        "traceGroups": []
+      },
+      {
+        "name": "keycloak",
+        "description": "",
+        "baseQuery": "source = kube-* | where kubernetes.namespace_name = 'sso'",
+        "servicesEntities": [],
+        "traceGroups": []
+      },
+      {
+        "name": "flux-system",
+        "description": "",
+        "baseQuery": "source = kube-* | where kubernetes.namespace_name = 'flux-system'",
+        "servicesEntities": [],
+        "traceGroups": []
+      },
+      {
+        "name": "comms",
+        "description": "",
+        "baseQuery": "source = kube-* | where kubernetes.namespace_name = 'comms'",
+        "servicesEntities": [],
+        "traceGroups": []
+      },
+      {
+        "name": "element-web",
+        "description": "",
+        "baseQuery": "source = kube-* | where kubernetes.namespace_name = 'comms' and kubernetes.container_name = 'element-web'",
+        "servicesEntities": [],
+        "traceGroups": []
+      },
+      {
+        "name": "element-call",
+        "description": "",
+        "baseQuery": "source = kube-* | where kubernetes.namespace_name = 'comms' and kubernetes.labels.app = 'element-call'",
+        "servicesEntities": [],
+        "traceGroups": []
+      },
+      {
+        "name": "matrix-synapse",
+        "description": "",
+        "baseQuery": "source = kube-* | where kubernetes.namespace_name = 'comms' and kubernetes.container_name = 'synapse'",
+        "servicesEntities": [],
+        "traceGroups": []
+      },
+      {
+        "name": "livekit",
+        "description": "",
+        "baseQuery": "source = kube-* | where kubernetes.namespace_name = 'comms' and kubernetes.labels.app = 'livekit'",
+        "servicesEntities": [],
+        "traceGroups": []
+      },
+      {
+        "name": "coturn",
+        "description": "",
+        "baseQuery": "source = kube-* | where kubernetes.namespace_name = 'comms' and kubernetes.labels.app = 'coturn'",
+        "servicesEntities": [],
+        "traceGroups": []
+      },
+      {
+        "name": "lesavka",
+        "description": "",
+        "baseQuery": "source = journald-* | where _HOSTNAME = 'titan-jh'",
+        "servicesEntities": [],
+        "traceGroups": []
+      }
+    ]
+  saved_queries.json: |
+    [
+      {
+        "name": "kube logs",
+        "description": "",
+        "query": "source = kube-*",
+        "selected_date_range": {
+          "start": "now-24h",
+          "end": "now",
+          "text": ""
+        },
+        "selected_timestamp": {
+          "name": "@timestamp",
+          "type": "timestamp"
+        },
+        "selected_fields": {
+          "text": "",
+          "tokens": []
+        }
+      },
+      {
+        "name": "kube errors",
+        "description": "",
+        "query": "source = kube-* | where match(log, 'error|exception|fail') or match(message, 'error|exception|fail')",
+        "selected_date_range": {
+          "start": "now-24h",
+          "end": "now",
+          "text": ""
+        },
+        "selected_timestamp": {
+          "name": "@timestamp",
+          "type": "timestamp"
+        },
+        "selected_fields": {
+          "text": "",
+          "tokens": []
+        }
+      },
+      {
+        "name": "journald logs",
+        "description": "",
+        "query": "source = journald-*",
+        "selected_date_range": {
+          "start": "now-24h",
+          "end": "now",
+          "text": ""
+        },
+        "selected_timestamp": {
+          "name": "@timestamp",
+          "type": "timestamp"
+        },
+        "selected_fields": {
+          "text": "",
+          "tokens": []
+        }
+      },
+      {
+        "name": "journald errors",
+        "description": "",
+        "query": "source = journald-* | where match(MESSAGE, 'error|exception|fail')",
+        "selected_date_range": {
+          "start": "now-24h",
+          "end": "now",
+          "text": ""
+        },
+        "selected_timestamp": {
+          "name": "@timestamp",
+          "type": "timestamp"
+        },
+        "selected_fields": {
+          "text": "",
+          "tokens": []
+        }
+      },
+      {
+        "name": "bstein-dev-home logs",
+        "description": "",
+        "query": "source = kube-* | where kubernetes.namespace_name = 'bstein-dev-home'",
+        "selected_date_range": {
+          "start": "now-24h",
+          "end": "now",
+          "text": ""
+        },
+        "selected_timestamp": {
+          "name": "@timestamp",
+          "type": "timestamp"
+        },
+        "selected_fields": {
+          "text": "",
+          "tokens": []
+        }
+      },
+      {
+        "name": "bstein-dev-home errors",
+        "description": "",
+        "query": "source = kube-* | where kubernetes.namespace_name = 'bstein-dev-home' | where match(log, 'error|exception|fail') or match(message, 'error|exception|fail')",
+        "selected_date_range": {
+          "start": "now-24h",
+          "end": "now",
+          "text": ""
+        },
+        "selected_timestamp": {
+          "name": "@timestamp",
+          "type": "timestamp"
+        },
+        "selected_fields": {
+          "text": "",
+          "tokens": []
+        }
+      },
+      {
+        "name": "pegasus logs",
+        "description": "",
+        "query": "source = kube-* | where kubernetes.namespace_name = 'jellyfin' and kubernetes.labels.app = 'pegasus'",
+        "selected_date_range": {
+          "start": "now-24h",
+          "end": "now",
+          "text": ""
+        },
+        "selected_timestamp": {
+          "name": "@timestamp",
+          "type": "timestamp"
+        },
+        "selected_fields": {
+          "text": "",
+          "tokens": []
+        }
+      },
+      {
+        "name": "pegasus errors",
+        "description": "",
+        "query": "source = kube-* | where kubernetes.namespace_name = 'jellyfin' and kubernetes.labels.app = 'pegasus' | where match(log, 'error|exception|fail') or match(message, 'error|exception|fail')",
+        "selected_date_range": {
+          "start": "now-24h",
+          "end": "now",
+          "text": ""
+        },
+        "selected_timestamp": {
+          "name": "@timestamp",
+          "type": "timestamp"
+        },
+        "selected_fields": {
+          "text": "",
+          "tokens": []
+        }
+      },
+      {
+        "name": "jellyfin logs",
+        "description": "",
+        "query": "source = kube-* | where kubernetes.namespace_name = 'jellyfin' and kubernetes.labels.app = 'jellyfin'",
+        "selected_date_range": {
+          "start": "now-24h",
+          "end": "now",
+          "text": ""
+        },
+        "selected_timestamp": {
+          "name": "@timestamp",
+          "type": "timestamp"
+        },
+        "selected_fields": {
+          "text": "",
+          "tokens": []
+        }
+      },
+      {
+        "name": "jellyfin errors",
+        "description": "",
+        "query": "source = kube-* | where kubernetes.namespace_name = 'jellyfin' and kubernetes.labels.app = 'jellyfin' | where match(log, 'error|exception|fail') or match(message, 'error|exception|fail')",
+        "selected_date_range": {
+          "start": "now-24h",
+          "end": "now",
+          "text": ""
+        },
+        "selected_timestamp": {
+          "name": "@timestamp",
+          "type": "timestamp"
+        },
+        "selected_fields": {
+          "text": "",
+          "tokens": []
+        }
+      },
+      {
+        "name": "vaultwarden logs",
+        "description": "",
+        "query": "source = kube-* | where kubernetes.namespace_name = 'vaultwarden'",
+        "selected_date_range": {
+          "start": "now-24h",
+          "end": "now",
+          "text": ""
+        },
+        "selected_timestamp": {
+          "name": "@timestamp",
+          "type": "timestamp"
+        },
+        "selected_fields": {
+          "text": "",
+          "tokens": []
+        }
+      },
+      {
+        "name": "vaultwarden errors",
+        "description": "",
+        "query": "source = kube-* | where kubernetes.namespace_name = 'vaultwarden' | where match(log, 'error|exception|fail') or match(message, 'error|exception|fail')",
+        "selected_date_range": {
+          "start": "now-24h",
+          "end": "now",
+          "text": ""
+        },
+        "selected_timestamp": {
+          "name": "@timestamp",
+          "type": "timestamp"
+        },
+        "selected_fields": {
+          "text": "",
+          "tokens": []
+        }
+      },
+      {
+        "name": "mailu logs",
+        "description": "",
+        "query": "source = kube-* | where kubernetes.namespace_name = 'mailu-mailserver'",
+        "selected_date_range": {
+          "start": "now-24h",
+          "end": "now",
+          "text": ""
+        },
+        "selected_timestamp": {
+          "name": "@timestamp",
+          "type": "timestamp"
+        },
+        "selected_fields": {
+          "text": "",
+          "tokens": []
+        }
+      },
+      {
+        "name": "mailu errors",
+        "description": "",
+        "query": "source = kube-* | where kubernetes.namespace_name = 'mailu-mailserver' | where match(log, 'error|exception|fail') or match(message, 'error|exception|fail')",
+        "selected_date_range": {
+          "start": "now-24h",
+          "end": "now",
+          "text": ""
+        },
+        "selected_timestamp": {
+          "name": "@timestamp",
+          "type": "timestamp"
+        },
+        "selected_fields": {
+          "text": "",
+          "tokens": []
+        }
+      },
+      {
+        "name": "nextcloud logs",
+        "description": "",
+        "query": "source = kube-* | where kubernetes.namespace_name = 'nextcloud'",
+        "selected_date_range": {
+          "start": "now-24h",
+          "end": "now",
+          "text": ""
+        },
+        "selected_timestamp": {
+          "name": "@timestamp",
+          "type": "timestamp"
+        },
+        "selected_fields": {
+          "text": "",
+          "tokens": []
+        }
+      },
+      {
+        "name": "nextcloud errors",
+        "description": "",
+        "query": "source = kube-* | where kubernetes.namespace_name = 'nextcloud' | where match(log, 'error|exception|fail') or match(message, 'error|exception|fail')",
+        "selected_date_range": {
+          "start": "now-24h",
+          "end": "now",
+          "text": ""
+        },
+        "selected_timestamp": {
+          "name": "@timestamp",
+          "type": "timestamp"
+        },
+        "selected_fields": {
+          "text": "",
+          "tokens": []
+        }
+      },
+      {
+        "name": "gitea logs",
+        "description": "",
+        "query": "source = kube-* | where kubernetes.namespace_name = 'gitea'",
+        "selected_date_range": {
+          "start": "now-24h",
+          "end": "now",
+          "text": ""
+        },
+        "selected_timestamp": {
+          "name": "@timestamp",
+          "type": "timestamp"
+        },
+        "selected_fields": {
+          "text": "",
+          "tokens": []
+        }
+      },
+      {
+        "name": "gitea errors",
+        "description": "",
+        "query": "source = kube-* | where kubernetes.namespace_name = 'gitea' | where match(log, 'error|exception|fail') or match(message, 'error|exception|fail')",
+        "selected_date_range": {
+          "start": "now-24h",
+          "end": "now",
+          "text": ""
+        },
+        "selected_timestamp": {
+          "name": "@timestamp",
+          "type": "timestamp"
+        },
+        "selected_fields": {
+          "text": "",
+          "tokens": []
+        }
+      },
+      {
+        "name": "jenkins logs",
+        "description": "",
+        "query": "source = kube-* | where kubernetes.namespace_name = 'jenkins'",
+        "selected_date_range": {
+          "start": "now-24h",
+          "end": "now",
+          "text": ""
+        },
+        "selected_timestamp": {
+          "name": "@timestamp",
+          "type": "timestamp"
+        },
+        "selected_fields": {
+          "text": "",
+          "tokens": []
+        }
+      },
+      {
+        "name": "jenkins errors",
+        "description": "",
+        "query": "source = kube-* | where kubernetes.namespace_name = 'jenkins' | where match(log, 'error|exception|fail') or match(message, 'error|exception|fail')",
+        "selected_date_range": {
+          "start": "now-24h",
+          "end": "now",
+          "text": ""
+        },
+        "selected_timestamp": {
+          "name": "@timestamp",
+          "type": "timestamp"
+        },
+        "selected_fields": {
+          "text": "",
+          "tokens": []
+        }
+      },
+      {
+        "name": "harbor logs",
+        "description": "",
+        "query": "source = kube-* | where kubernetes.namespace_name = 'harbor'",
+        "selected_date_range": {
+          "start": "now-24h",
+          "end": "now",
+          "text": ""
+        },
+        "selected_timestamp": {
+          "name": "@timestamp",
+          "type": "timestamp"
+        },
+        "selected_fields": {
+          "text": "",
+          "tokens": []
+        }
+      },
+      {
+        "name": "harbor errors",
+        "description": "",
+        "query": "source = kube-* | where kubernetes.namespace_name = 'harbor' | where match(log, 'error|exception|fail') or match(message, 'error|exception|fail')",
+        "selected_date_range": {
+          "start": "now-24h",
+          "end": "now",
+          "text": ""
+        },
+        "selected_timestamp": {
+          "name": "@timestamp",
+          "type": "timestamp"
+        },
+        "selected_fields": {
+          "text": "",
+          "tokens": []
+        }
+      },
+      {
+        "name": "vault logs",
+        "description": "",
+        "query": "source = kube-* | where kubernetes.namespace_name = 'vault'",
+        "selected_date_range": {
+          "start": "now-24h",
+          "end": "now",
+          "text": ""
+        },
+        "selected_timestamp": {
+          "name": "@timestamp",
+          "type": "timestamp"
+        },
+        "selected_fields": {
+          "text": "",
+          "tokens": []
+        }
+      },
+      {
+        "name": "vault errors",
+        "description": "",
+        "query": "source = kube-* | where kubernetes.namespace_name = 'vault' | where match(log, 'error|exception|fail') or match(message, 'error|exception|fail')",
+        "selected_date_range": {
+          "start": "now-24h",
+          "end": "now",
+          "text": ""
+        },
+        "selected_timestamp": {
+          "name": "@timestamp",
+          "type": "timestamp"
+        },
+        "selected_fields": {
+          "text": "",
+          "tokens": []
+        }
+      },
+      {
+        "name": "keycloak logs",
+        "description": "",
+        "query": "source = kube-* | where kubernetes.namespace_name = 'sso'",
+        "selected_date_range": {
+          "start": "now-24h",
+          "end": "now",
+          "text": ""
+        },
+        "selected_timestamp": {
+          "name": "@timestamp",
+          "type": "timestamp"
+        },
+        "selected_fields": {
+          "text": "",
+          "tokens": []
+        }
+      },
+      {
+        "name": "keycloak errors",
+        "description": "",
+        "query": "source = kube-* | where kubernetes.namespace_name = 'sso' | where match(log, 'error|exception|fail') or match(message, 'error|exception|fail')",
+        "selected_date_range": {
+          "start": "now-24h",
+          "end": "now",
+          "text": ""
+        },
+        "selected_timestamp": {
+          "name": "@timestamp",
+          "type": "timestamp"
+        },
+        "selected_fields": {
+          "text": "",
+          "tokens": []
+        }
+      },
+      {
+        "name": "flux-system logs",
+        "description": "",
+        "query": "source = kube-* | where kubernetes.namespace_name = 'flux-system'",
+        "selected_date_range": {
+          "start": "now-24h",
+          "end": "now",
+          "text": ""
+        },
+        "selected_timestamp": {
+          "name": "@timestamp",
+          "type": "timestamp"
+        },
+        "selected_fields": {
+          "text": "",
+          "tokens": []
+        }
+      },
+      {
+        "name": "flux-system errors",
+        "description": "",
+        "query": "source = kube-* | where kubernetes.namespace_name = 'flux-system' | where match(log, 'error|exception|fail') or match(message, 'error|exception|fail')",
+        "selected_date_range": {
+          "start": "now-24h",
+          "end": "now",
+          "text": ""
+        },
+        "selected_timestamp": {
+          "name": "@timestamp",
+          "type": "timestamp"
+        },
+        "selected_fields": {
+          "text": "",
+          "tokens": []
+        }
+      },
+      {
+        "name": "comms logs",
+        "description": "",
+        "query": "source = kube-* | where kubernetes.namespace_name = 'comms'",
+        "selected_date_range": {
+          "start": "now-24h",
+          "end": "now",
+          "text": ""
+        },
+        "selected_timestamp": {
+          "name": "@timestamp",
+          "type": "timestamp"
+        },
+        "selected_fields": {
+          "text": "",
+          "tokens": []
+        }
+      },
+      {
+        "name": "comms errors",
+        "description": "",
+        "query": "source = kube-* | where kubernetes.namespace_name = 'comms' | where match(log, 'error|exception|fail') or match(message, 'error|exception|fail')",
+        "selected_date_range": {
+          "start": "now-24h",
+          "end": "now",
+          "text": ""
+        },
+        "selected_timestamp": {
+          "name": "@timestamp",
+          "type": "timestamp"
+        },
+        "selected_fields": {
+          "text": "",
+          "tokens": []
+        }
+      },
+      {
+        "name": "element-web logs",
+        "description": "",
+        "query": "source = kube-* | where kubernetes.namespace_name = 'comms' and kubernetes.container_name = 'element-web'",
+        "selected_date_range": {
+          "start": "now-24h",
+          "end": "now",
+          "text": ""
+        },
+        "selected_timestamp": {
+          "name": "@timestamp",
+          "type": "timestamp"
+        },
+        "selected_fields": {
+          "text": "",
+          "tokens": []
+        }
+      },
+      {
+        "name": "element-web errors",
+        "description": "",
+        "query": "source = kube-* | where kubernetes.namespace_name = 'comms' and kubernetes.container_name = 'element-web' | where match(log, 'error|exception|fail') or match(message, 'error|exception|fail')",
+        "selected_date_range": {
+          "start": "now-24h",
+          "end": "now",
+          "text": ""
+        },
+        "selected_timestamp": {
+          "name": "@timestamp",
+          "type": "timestamp"
+        },
+        "selected_fields": {
+          "text": "",
+          "tokens": []
+        }
+      },
+      {
+        "name": "element-call logs",
+        "description": "",
+        "query": "source = kube-* | where kubernetes.namespace_name = 'comms' and kubernetes.labels.app = 'element-call'",
+        "selected_date_range": {
+          "start": "now-24h",
+          "end": "now",
+          "text": ""
+        },
+        "selected_timestamp": {
+          "name": "@timestamp",
+          "type": "timestamp"
+        },
+        "selected_fields": {
+          "text": "",
+          "tokens": []
+        }
+      },
+      {
+        "name": "element-call errors",
+        "description": "",
+        "query": "source = kube-* | where kubernetes.namespace_name = 'comms' and kubernetes.labels.app = 'element-call' | where match(log, 'error|exception|fail') or match(message, 'error|exception|fail')",
+        "selected_date_range": {
+          "start": "now-24h",
+          "end": "now",
+          "text": ""
+        },
+        "selected_timestamp": {
+          "name": "@timestamp",
+          "type": "timestamp"
+        },
+        "selected_fields": {
+          "text": "",
+          "tokens": []
+        }
+      },
+      {
+        "name": "matrix-synapse logs",
+        "description": "",
+        "query": "source = kube-* | where kubernetes.namespace_name = 'comms' and kubernetes.container_name = 'synapse'",
+        "selected_date_range": {
+          "start": "now-24h",
+          "end": "now",
+          "text": ""
+        },
+        "selected_timestamp": {
+          "name": "@timestamp",
+          "type": "timestamp"
+        },
+        "selected_fields": {
+          "text": "",
+          "tokens": []
+        }
+      },
+      {
+        "name": "matrix-synapse errors",
+        "description": "",
+        "query": "source = kube-* | where kubernetes.namespace_name = 'comms' and kubernetes.container_name = 'synapse' | where match(log, 'error|exception|fail') or match(message, 'error|exception|fail')",
+        "selected_date_range": {
+          "start": "now-24h",
+          "end": "now",
+          "text": ""
+        },
+        "selected_timestamp": {
+          "name": "@timestamp",
+          "type": "timestamp"
+        },
+        "selected_fields": {
+          "text": "",
+          "tokens": []
+        }
+      },
+      {
+        "name": "livekit logs",
+        "description": "",
+        "query": "source = kube-* | where kubernetes.namespace_name = 'comms' and kubernetes.labels.app = 'livekit'",
+        "selected_date_range": {
+          "start": "now-24h",
+          "end": "now",
+          "text": ""
+        },
+        "selected_timestamp": {
+          "name": "@timestamp",
+          "type": "timestamp"
+        },
+        "selected_fields": {
+          "text": "",
+          "tokens": []
+        }
+      },
+      {
+        "name": "livekit errors",
+        "description": "",
+        "query": "source = kube-* | where kubernetes.namespace_name = 'comms' and kubernetes.labels.app = 'livekit' | where match(log, 'error|exception|fail') or match(message, 'error|exception|fail')",
+        "selected_date_range": {
+          "start": "now-24h",
+          "end": "now",
+          "text": ""
+        },
+        "selected_timestamp": {
+          "name": "@timestamp",
+          "type": "timestamp"
+        },
+        "selected_fields": {
+          "text": "",
+          "tokens": []
+        }
+      },
+      {
+        "name": "coturn logs",
+        "description": "",
+        "query": "source = kube-* | where kubernetes.namespace_name = 'comms' and kubernetes.labels.app = 'coturn'",
+        "selected_date_range": {
+          "start": "now-24h",
+          "end": "now",
+          "text": ""
+        },
+        "selected_timestamp": {
+          "name": "@timestamp",
+          "type": "timestamp"
+        },
+        "selected_fields": {
+          "text": "",
+          "tokens": []
+        }
+      },
+      {
+        "name": "coturn errors",
+        "description": "",
+        "query": "source = kube-* | where kubernetes.namespace_name = 'comms' and kubernetes.labels.app = 'coturn' | where match(log, 'error|exception|fail') or match(message, 'error|exception|fail')",
+        "selected_date_range": {
+          "start": "now-24h",
+          "end": "now",
+          "text": ""
+        },
+        "selected_timestamp": {
+          "name": "@timestamp",
+          "type": "timestamp"
+        },
+        "selected_fields": {
+          "text": "",
+          "tokens": []
+        }
+      },
+      {
+        "name": "lesavka logs",
+        "description": "",
+        "query": "source = journald-* | where _HOSTNAME = 'titan-jh'",
+        "selected_date_range": {
+          "start": "now-24h",
+          "end": "now",
+          "text": ""
+        },
+        "selected_timestamp": {
+          "name": "@timestamp",
+          "type": "timestamp"
+        },
+        "selected_fields": {
+          "text": "",
+          "tokens": []
+        }
+      },
+      {
+        "name": "lesavka errors",
+        "description": "",
+        "query": "source = journald-* | where _HOSTNAME = 'titan-jh' | where match(MESSAGE, 'error|exception|fail')",
+        "selected_date_range": {
+          "start": "now-24h",
+          "end": "now",
+          "text": ""
+        },
+        "selected_timestamp": {
+          "name": "@timestamp",
+          "type": "timestamp"
+        },
+        "selected_fields": {
+          "text": "",
+          "tokens": []
+        }
+      }
+    ]
+  saved_visualizations.json: |
+    [
+      {
+        "name": "[Kube] Logs per hour",
+        "description": "",
+        "query": "source = kube-* | stats count() as log_count by span(`@timestamp`, 1h)",
+        "type": "line",
+        "selected_date_range": {
+          "start": "now-24h",
+          "end": "now",
+          "text": ""
+        },
+        "selected_timestamp": {
+          "name": "@timestamp",
+          "type": "timestamp"
+        },
+        "selected_fields": {
+          "text": "",
+          "tokens": []
+        }
+      },
+      {
+        "name": "[Kube] Errors per hour",
+        "description": "",
+        "query": "source = kube-* | where match(log, 'error|exception|fail') or match(message, 'error|exception|fail') | stats count() as error_count by span(`@timestamp`, 1h)",
+        "type": "line",
+        "selected_date_range": {
+          "start": "now-24h",
+          "end": "now",
+          "text": ""
+        },
+        "selected_timestamp": {
+          "name": "@timestamp",
+          "type": "timestamp"
+        },
+        "selected_fields": {
+          "text": "",
+          "tokens": []
+        }
+      },
+      {
+        "name": "[Kube] Top namespaces",
+        "description": "",
+        "query": "source = kube-* | stats count() as log_count by kubernetes.namespace_name | sort - log_count",
+        "type": "bar",
+        "selected_date_range": {
+          "start": "now-24h",
+          "end": "now",
+          "text": ""
+        },
+        "selected_timestamp": {
+          "name": "@timestamp",
+          "type": "timestamp"
+        },
+        "selected_fields": {
+          "text": "",
+          "tokens": []
+        }
+      },
+      {
+        "name": "[Kube] Top error namespaces",
+        "description": "",
+        "query": "source = kube-* | where match(log, 'error|exception|fail') or match(message, 'error|exception|fail') | stats count() as error_count by kubernetes.namespace_name | sort - error_count",
+        "type": "bar",
+        "selected_date_range": {
+          "start": "now-24h",
+          "end": "now",
+          "text": ""
+        },
+        "selected_timestamp": {
+          "name": "@timestamp",
+          "type": "timestamp"
+        },
+        "selected_fields": {
+          "text": "",
+          "tokens": []
+        }
+      },
+      {
+        "name": "[Kube] Top pods",
+        "description": "",
+        "query": "source = kube-* | stats count() as log_count by kubernetes.pod_name | sort - log_count",
+        "type": "bar",
+        "selected_date_range": {
+          "start": "now-24h",
+          "end": "now",
+          "text": ""
+        },
+        "selected_timestamp": {
+          "name": "@timestamp",
+          "type": "timestamp"
+        },
+        "selected_fields": {
+          "text": "",
+          "tokens": []
+        }
+      },
+      {
+        "name": "[Kube] Top error pods",
+        "description": "",
+        "query": "source = kube-* | where match(log, 'error|exception|fail') or match(message, 'error|exception|fail') | stats count() as error_count by kubernetes.pod_name | sort - error_count",
+        "type": "bar",
+        "selected_date_range": {
+          "start": "now-24h",
+          "end": "now",
+          "text": ""
+        },
+        "selected_timestamp": {
+          "name": "@timestamp",
+          "type": "timestamp"
+        },
+        "selected_fields": {
+          "text": "",
+          "tokens": []
+        }
+      },
+      {
+        "name": "[Kube] Top nodes",
+        "description": "",
+        "query": "source = kube-* | stats count() as log_count by kubernetes.node_name | sort - log_count",
+        "type": "bar",
+        "selected_date_range": {
+          "start": "now-24h",
+          "end": "now",
+          "text": ""
+        },
+        "selected_timestamp": {
+          "name": "@timestamp",
+          "type": "timestamp"
+        },
+        "selected_fields": {
+          "text": "",
+          "tokens": []
+        }
+      },
+      {
+        "name": "[Journald] Top units",
+        "description": "",
+        "query": "source = journald-* | stats count() as log_count by _SYSTEMD_UNIT | sort - log_count",
+        "type": "bar",
+        "selected_date_range": {
+          "start": "now-24h",
+          "end": "now",
+          "text": ""
+        },
+        "selected_timestamp": {
+          "name": "@timestamp",
+          "type": "timestamp"
+        },
+        "selected_fields": {
+          "text": "",
+          "tokens": []
+        }
+      },
+      {
+        "name": "[Journald] Top error units",
+        "description": "",
+        "query": "source = journald-* | where match(MESSAGE, 'error|exception|fail') | stats count() as error_count by _SYSTEMD_UNIT | sort - error_count",
+        "type": "bar",
+        "selected_date_range": {
+          "start": "now-24h",
+          "end": "now",
+          "text": ""
+        },
+        "selected_timestamp": {
+          "name": "@timestamp",
+          "type": "timestamp"
+        },
+        "selected_fields": {
+          "text": "",
+          "tokens": []
+        }
+      }
+    ]
diff --git a/services/logging/opensearch-observability-setup-job.yaml b/services/logging/opensearch-observability-setup-job.yaml
new file mode 100644
index 0000000..cf96878
--- /dev/null
+++ b/services/logging/opensearch-observability-setup-job.yaml
@@ -0,0 +1,193 @@
+# services/logging/opensearch-observability-setup-job.yaml
+apiVersion: v1
+kind: ConfigMap
+metadata:
+  name: opensearch-observability-script
+  namespace: logging
+data:
+  seed.py: |
+    import json
+    import os
+    import time
+    import urllib.error
+    import urllib.request
+
+    OSD_URL = os.environ.get(
+        "OSD_URL",
+        "http://opensearch-dashboards.logging.svc.cluster.local:5601",
+    ).rstrip("/")
+    OBJECT_DIR = "/config"
+
+    def request_json(method, path, payload=None):
+        url = f"{OSD_URL}{path}"
+        data = None
+        headers = {"osd-xsrf": "true"}
+        if payload is not None:
+            data = json.dumps(payload).encode("utf-8")
+            headers["Content-Type"] = "application/json"
+
+        req = urllib.request.Request(url, data=data, method=method)
+        for key, value in headers.items():
+            req.add_header(key, value)
+
+        try:
+            with urllib.request.urlopen(req, timeout=30) as response:
+                body = response.read().decode("utf-8")
+        except urllib.error.HTTPError as exc:
+            detail = exc.read().decode("utf-8")
+            raise SystemExit(f"{method} {path} failed: {exc.code} {detail}")
+
+        if not body:
+            return {}
+        return json.loads(body)
+
+
+    def wait_ready():
+        for _ in range(60):
+            try:
+                request_json("GET", "/api/status")
+                return
+            except Exception:
+                time.sleep(5)
+        raise SystemExit("OpenSearch Dashboards did not become ready in time")
+
+
+    def load_payload(name):
+        path = os.path.join(OBJECT_DIR, name)
+        with open(path, "r", encoding="utf-8") as handle:
+            return json.load(handle)
+
+
+    def index_by_name(items, key):
+        lookup = {}
+        for item in items:
+            obj = item.get(key, {})
+            name = obj.get("name")
+            if not name:
+                continue
+            lookup.setdefault(name, item)
+        return lookup
+
+
+    def ensure_applications(apps):
+        existing = request_json("GET", "/api/observability/application/").get("data", [])
+        existing_by_name = {app.get("name"): app for app in existing if app.get("name")}
+
+        for app in apps:
+            name = app.get("name")
+            if not name:
+                continue
+            current = existing_by_name.get(name)
+            if not current:
+                request_json("POST", "/api/observability/application/", app)
+                print(f"created application: {name}")
+                continue
+
+            if app.get("baseQuery") != current.get("baseQuery"):
+                print(f"baseQuery differs for {name}; skipping update")
+
+            update_body = {}
+            for key in ("description", "servicesEntities", "traceGroups"):
+                if app.get(key, "") != current.get(key, ""):
+                    update_body[key] = app.get(key, "")
+
+            if update_body:
+                request_json(
+                    "PUT",
+                    "/api/observability/application/",
+                    {"appId": current["id"], "updateBody": update_body},
+                )
+                print(f"updated application: {name}")
+
+
+    def ensure_saved_objects(objects, object_type, endpoint):
+        existing = request_json(
+            "GET",
+            f"/api/observability/event_analytics/saved_objects?objectType={object_type}",
+        ).get("observabilityObjectList", [])
+        key = "savedQuery" if object_type == "savedQuery" else "savedVisualization"
+        existing_by_name = index_by_name(existing, key)
+
+        for obj in objects:
+            name = obj.get("name")
+            if not name:
+                continue
+            current = existing_by_name.get(name)
+            if not current:
+                request_json("POST", endpoint, {"object": obj})
+                print(f"created {object_type}: {name}")
+                continue
+
+            current_body = current.get(key, {})
+            if current_body != obj:
+                request_json(
+                    "PUT",
+                    endpoint,
+                    {"object_id": current["objectId"], "object": obj},
+                )
+                print(f"updated {object_type}: {name}")
+
+
+    def main():
+        wait_ready()
+
+        applications = load_payload("applications.json")
+        queries = load_payload("saved_queries.json")
+        visualizations = load_payload("saved_visualizations.json")
+
+        ensure_applications(applications)
+        ensure_saved_objects(queries, "savedQuery", "/api/observability/event_analytics/saved_objects/query")
+        ensure_saved_objects(
+            visualizations,
+            "savedVisualization",
+            "/api/observability/event_analytics/saved_objects/vis",
+        )
+
+
+    if __name__ == "__main__":
+        main()
+---
+apiVersion: batch/v1
+kind: Job
+metadata:
+  name: opensearch-observability-setup-1
+  namespace: logging
+spec:
+  backoffLimit: 3
+  ttlSecondsAfterFinished: 3600
+  template:
+    spec:
+      restartPolicy: OnFailure
+      nodeSelector:
+        node-role.kubernetes.io/worker: "true"
+        hardware: rpi5
+      affinity:
+        nodeAffinity:
+          requiredDuringSchedulingIgnoredDuringExecution:
+            nodeSelectorTerms:
+              - matchExpressions:
+                  - key: hardware
+                    operator: In
+                    values:
+                      - rpi5
+      containers:
+        - name: setup
+          image: python:3.11-alpine
+          command: ["python", "/scripts/seed.py"]
+          env:
+            - name: OSD_URL
+              value: http://opensearch-dashboards.logging.svc.cluster.local:5601
+          volumeMounts:
+            - name: scripts
+              mountPath: /scripts
+              readOnly: true
+            - name: objects
+              mountPath: /config
+              readOnly: true
+      volumes:
+        - name: scripts
+          configMap:
+            name: opensearch-observability-script
+        - name: objects
+          configMap:
+            name: opensearch-observability-objects