diff --git a/Common/UI/Components/CopyTextButton/CopyTextButton.tsx b/Common/UI/Components/CopyTextButton/CopyTextButton.tsx
index 2c44254dc9..3085da86ae 100644
--- a/Common/UI/Components/CopyTextButton/CopyTextButton.tsx
+++ b/Common/UI/Components/CopyTextButton/CopyTextButton.tsx
@@ -54,14 +54,14 @@ const CopyTextButton: FunctionComponent<ComponentProps> = (
 
   const variantClasses: Record<typeof variant, string> = {
     ghost:
-      "bg-transparent border border-slate-600 text-slate-300 hover:bg-slate-700/40",
-    soft: "bg-slate-700 text-white border border-slate-600 hover:bg-slate-600",
+      "bg-transparent border border-gray-200 text-gray-400 hover:bg-gray-50 hover:text-gray-600",
+    soft: "bg-gray-100 text-gray-600 border border-gray-200 hover:bg-gray-200",
     solid:
       "bg-indigo-600 text-white border border-indigo-600 hover:bg-indigo-500",
   } as const;
 
   const copiedClasses: string =
-    "bg-emerald-600/20 border border-emerald-500 text-emerald-300";
+    "bg-emerald-50 border border-emerald-200 text-emerald-600";
 
   return (
     <button
diff --git a/Common/UI/Components/LogsViewer/LogsViewer.tsx b/Common/UI/Components/LogsViewer/LogsViewer.tsx
index 3cd60a62da..b19fa35e57 100644
--- a/Common/UI/Components/LogsViewer/LogsViewer.tsx
+++ b/Common/UI/Components/LogsViewer/LogsViewer.tsx
@@ -427,7 +427,7 @@ const LogsViewer: FunctionComponent<ComponentProps> = (
     props.showFacetSidebar !== false && !!props.facetData;
 
   return (
-    <div className="space-y-4">
+    <div className="space-y-2">
       {props.showFilters && (
         <div>
           <LogsFilterCard
@@ -476,7 +476,7 @@ const LogsViewer: FunctionComponent<ComponentProps> = (
       )}
 
       {/* Main content: sidebar + table */}
-      <div className="flex gap-4">
+      <div className="flex gap-3">
         {showSidebar && props.facetData && (
           <LogsFacetSidebar
             facetData={props.facetData}
diff --git a/Common/UI/Components/LogsViewer/components/FacetSection.tsx b/Common/UI/Components/LogsViewer/components/FacetSection.tsx
index f1bc6c1516..538549a6ec 100644
--- a/Common/UI/Components/LogsViewer/components/FacetSection.tsx
+++ b/Common/UI/Components/LogsViewer/components/FacetSection.tsx
@@ -38,7 +38,7 @@ const FacetSection: FunctionComponent<FacetSectionProps> = (
       : 0;
 
   return (
-    <div className="border-b border-gray-100 py-2.5">
+    <div className="border-b border-gray-100 py-2">
       <button
         type="button"
         className="flex w-full items-center justify-between px-2 py-1 text-left"
diff --git a/Common/UI/Components/LogsViewer/components/FacetValueRow.tsx b/Common/UI/Components/LogsViewer/components/FacetValueRow.tsx
index 808baaea5d..74b962aa96 100644
--- a/Common/UI/Components/LogsViewer/components/FacetValueRow.tsx
+++ b/Common/UI/Components/LogsViewer/components/FacetValueRow.tsx
@@ -42,7 +42,7 @@ const FacetValueRow: FunctionComponent<FacetValueRowProps> = (
       </button>
 
       <div className="flex items-center gap-1.5">
-        <div className="w-14">
+        <div className="w-12">
           <div className="h-1.5 w-full rounded-full bg-gray-100">
             <div
               className="h-1.5 rounded-full opacity-70 transition-all"
@@ -53,7 +53,7 @@ const FacetValueRow: FunctionComponent<FacetValueRowProps> = (
             />
           </div>
         </div>
-        <span className="min-w-[2.5rem] text-right font-mono text-[11px] text-gray-400">
+        <span className="min-w-[2rem] text-right font-mono text-[10px] tabular-nums text-gray-400">
           {props.count.toLocaleString()}
         </span>
       </div>
diff --git a/Common/UI/Components/LogsViewer/components/LogsFacetSidebar.tsx b/Common/UI/Components/LogsViewer/components/LogsFacetSidebar.tsx
index 3524ff4d65..9e027646d2 100644
--- a/Common/UI/Components/LogsViewer/components/LogsFacetSidebar.tsx
+++ b/Common/UI/Components/LogsViewer/components/LogsFacetSidebar.tsx
@@ -106,7 +106,7 @@ const LogsFacetSidebar: FunctionComponent<LogsFacetSidebarProps> = (
   }, [props.facetData]);
 
   return (
-    <div className="flex h-full w-52 flex-none flex-col overflow-y-auto rounded-lg border border-gray-200 bg-white">
+    <div className="flex h-full w-56 flex-none flex-col overflow-y-auto rounded-lg border border-gray-200 bg-white">
       <div className="border-b border-gray-100 px-3 py-2.5">
         <h3 className="text-[11px] font-semibold uppercase tracking-widest text-gray-400">
           Filters
diff --git a/Common/UI/Components/LogsViewer/components/LogsFilterCard.tsx b/Common/UI/Components/LogsViewer/components/LogsFilterCard.tsx
index 10456dded5..30ecf7c715 100644
--- a/Common/UI/Components/LogsViewer/components/LogsFilterCard.tsx
+++ b/Common/UI/Components/LogsViewer/components/LogsFilterCard.tsx
@@ -33,9 +33,9 @@ const LogsFilterCard: FunctionComponent<LogsFilterCardProps> = (
   ];
 
   return (
-    <div className="rounded-lg border border-gray-200 bg-white shadow-sm">
-      <div className="p-4">
-        <div className="mb-3">
+    <div>
+      <div className="flex items-start gap-3">
+        <div className="min-w-0 flex-1">
           <LogSearchBar
             value={props.searchQuery}
             onChange={props.onSearchQueryChange}
@@ -43,45 +43,44 @@ const LogsFilterCard: FunctionComponent<LogsFilterCardProps> = (
             suggestions={searchBarSuggestions}
           />
         </div>
-
-        <FiltersForm<Log>
-          id="logs-filter"
-          showFilter={true}
-          filterData={props.filterData}
-          onFilterChanged={props.onFilterChanged}
-          onAdvancedFiltersToggle={props.onAdvancedFiltersToggle}
-          isFilterLoading={props.isFilterLoading}
-          filterError={props.filterError}
-          onFilterRefreshClick={props.onFilterRefreshClick}
-          filters={[
-            {
-              key: "severityText",
-              filterDropdownOptions:
-                DropdownUtil.getDropdownOptionsFromEnum(LogSeverity),
-              type: FieldType.Dropdown,
-              title: "Log Severity",
-              isAdvancedFilter: true,
-            },
-            {
-              key: "time",
-              type: FieldType.DateTime,
-              title: "Start and End Date",
-              isAdvancedFilter: true,
-            },
-            {
-              key: "attributes",
-              type: FieldType.JSON,
-              title: "Filter by Attributes",
-              jsonKeys: props.logAttributes,
-              isAdvancedFilter: true,
-            },
-          ]}
-        />
+        <div className="flex-none pt-0.5">
+          {props.toolbar}
+        </div>
       </div>
 
-      <div className="border-t border-gray-100 bg-gray-50/50 px-4 py-2.5">
-        {props.toolbar}
-      </div>
+      <FiltersForm<Log>
+        id="logs-filter"
+        showFilter={true}
+        filterData={props.filterData}
+        onFilterChanged={props.onFilterChanged}
+        onAdvancedFiltersToggle={props.onAdvancedFiltersToggle}
+        isFilterLoading={props.isFilterLoading}
+        filterError={props.filterError}
+        onFilterRefreshClick={props.onFilterRefreshClick}
+        filters={[
+          {
+            key: "severityText",
+            filterDropdownOptions:
+              DropdownUtil.getDropdownOptionsFromEnum(LogSeverity),
+            type: FieldType.Dropdown,
+            title: "Log Severity",
+            isAdvancedFilter: true,
+          },
+          {
+            key: "time",
+            type: FieldType.DateTime,
+            title: "Start and End Date",
+            isAdvancedFilter: true,
+          },
+          {
+            key: "attributes",
+            type: FieldType.JSON,
+            title: "Filter by Attributes",
+            jsonKeys: props.logAttributes,
+            isAdvancedFilter: true,
+          },
+        ]}
+      />
     </div>
   );
 };
diff --git a/Common/UI/Components/LogsViewer/components/LogsHistogram.tsx b/Common/UI/Components/LogsViewer/components/LogsHistogram.tsx
index f24c48ab5e..cff085dd11 100644
--- a/Common/UI/Components/LogsViewer/components/LogsHistogram.tsx
+++ b/Common/UI/Components/LogsViewer/components/LogsHistogram.tsx
@@ -145,7 +145,7 @@ const LogsHistogram: FunctionComponent<LogsHistogramProps> = (
 
   if (props.isLoading && pivotedData.length === 0) {
     return (
-      <div className="flex h-20 items-center justify-center rounded-lg border border-gray-100 bg-white">
+      <div className="flex h-16 items-center justify-center bg-white">
         <ComponentLoader />
       </div>
     );
@@ -156,8 +156,8 @@ const LogsHistogram: FunctionComponent<LogsHistogramProps> = (
   }
 
   return (
-    <div className="rounded-lg border border-gray-100 bg-white px-2 pb-1 pt-3">
-      <div className="h-20">
+    <div className="bg-white px-2 pb-0 pt-2">
+      <div className="h-16">
         <ResponsiveContainer width="100%" height="100%">
           <BarChart
             data={pivotedData}
@@ -165,7 +165,7 @@ const LogsHistogram: FunctionComponent<LogsHistogramProps> = (
             onMouseDown={handleMouseDown}
             onMouseMove={handleMouseMove}
             onMouseUp={handleMouseUp}
-            barCategoryGap="12%"
+            barCategoryGap="15%"
           >
             <XAxis
               dataKey="time"
@@ -192,7 +192,7 @@ const LogsHistogram: FunctionComponent<LogsHistogramProps> = (
                 dataKey={severity}
                 stackId="severity"
                 fill={getSeverityColor(severity).fill}
-                radius={[1, 1, 0, 0]}
+                radius={[3, 3, 0, 0]}
                 isAnimationActive={false}
               />
             ))}
diff --git a/Common/UI/Components/LogsViewer/components/LogsTable.tsx b/Common/UI/Components/LogsViewer/components/LogsTable.tsx
index c20ae981c6..a9829fc4ba 100644
--- a/Common/UI/Components/LogsViewer/components/LogsTable.tsx
+++ b/Common/UI/Components/LogsViewer/components/LogsTable.tsx
@@ -6,6 +6,7 @@ import OneUptimeDate from "../../../../Types/Date";
 import CopyTextButton from "../../CopyTextButton/CopyTextButton";
 import ComponentLoader from "../../ComponentLoader/ComponentLoader";
 import SeverityBadge from "./SeverityBadge";
+import { getSeverityTheme, SeverityTheme } from "./severityTheme";
 import SortOrder from "../../../../Types/BaseDatabase/SortOrder";
 import Icon from "../../Icon/Icon";
 import IconProp from "../../../../Types/Icon/IconProp";
@@ -114,7 +115,7 @@ const LogsTable: FunctionComponent<LogsTableProps> = (
                 </button>
               </th>
               <th scope="col" className="px-4 py-2.5">
-                Service
+                <span>Service</span>
               </th>
               <th scope="col" className="px-4 py-2.5">
                 <button
@@ -162,6 +163,9 @@ const LogsTable: FunctionComponent<LogsTableProps> = (
               const spanId: string = log.spanId?.toString() || "";
 
               const isSelected: boolean = props.selectedLogId === rowId;
+              const severityTheme: SeverityTheme = getSeverityTheme(
+                log.severityText,
+              );
 
               return (
                 <Fragment key={rowId}>
@@ -169,7 +173,7 @@ const LogsTable: FunctionComponent<LogsTableProps> = (
                     onClick={() => {
                       props.onRowClick(log, rowId);
                     }}
-                    className={`group cursor-pointer align-top transition-colors hover:bg-gray-50/70 ${
+                    className={`group cursor-pointer align-top transition-colors hover:bg-gray-50/70 border-l-[3px] ${severityTheme.borderClass} ${
                       isSelected
                         ? "bg-indigo-50/50 ring-1 ring-inset ring-indigo-200"
                         : ""
@@ -177,14 +181,14 @@ const LogsTable: FunctionComponent<LogsTableProps> = (
                     aria-selected={isSelected}
                     aria-expanded={isSelected}
                   >
-                    <td className="whitespace-nowrap px-4 py-2.5 text-[13px] font-mono text-gray-600">
+                    <td className="whitespace-nowrap px-4 py-2 text-[13px] font-mono text-gray-600">
                       {log.time
                         ? OneUptimeDate.getDateAsUserFriendlyFormattedString(
                             log.time,
                           )
                         : "-"}
                     </td>
-                    <td className="px-4 py-2.5">
+                    <td className="px-4 py-2">
                       <div className="flex items-center gap-3 text-sm text-gray-700">
                         <span
                           className="h-2.5 w-2.5 flex-none rounded-full shadow-sm"
@@ -196,10 +200,10 @@ const LogsTable: FunctionComponent<LogsTableProps> = (
                         </span>
                       </div>
                     </td>
-                    <td className="px-4 py-2.5">
+                    <td className="px-4 py-2">
                       <SeverityBadge severity={log.severityText} />
                     </td>
-                    <td className="px-4 py-2.5">
+                    <td className="px-4 py-2">
                       <div className="flex items-start justify-between gap-3">
                         <div className="flex min-w-0 flex-1 flex-col gap-1">
                           <p
@@ -221,6 +225,7 @@ const LogsTable: FunctionComponent<LogsTableProps> = (
                           variant="ghost"
                           iconOnly={true}
                           title="Copy log message"
+                          className="opacity-0 group-hover:opacity-100 transition-opacity"
                         />
                       </div>
                     </td>
diff --git a/Internal/Roadmap/Logs.md b/Internal/Roadmap/Logs.md
index 4132e4f7a4..7e6ae9c067 100644
--- a/Internal/Roadmap/Logs.md
+++ b/Internal/Roadmap/Logs.md
@@ -271,13 +271,6 @@ These changes directly improve the daily log investigation experience for every
 
 ## Phase 4: Advanced Features (P3) — Differentiation
 
-### 4.1 Log Patterns (ML Clustering)
-
-- Implement a clustering algorithm that groups logs by message structure
-- Replace variable parts (IPs, UUIDs, numbers) with wildcards
-- Show pattern frequency over time with sparklines
-- Enable creating alerts directly from a pattern
-- This is a significant backend feature requiring a background job that periodically clusters recent logs
 
 ### 4.2 Keyboard Shortcuts