diff --git a/mac/Sources/CodeBurnMenubar/CodeBurnApp.swift b/mac/Sources/CodeBurnMenubar/CodeBurnApp.swift
index 9e7af3c..74d446d 100644
--- a/mac/Sources/CodeBurnMenubar/CodeBurnApp.swift
+++ b/mac/Sources/CodeBurnMenubar/CodeBurnApp.swift
@@ -48,6 +48,8 @@ final class AppDelegate: NSObject, NSApplicationDelegate, NSPopoverDelegate {
         observeStore()
         startRefreshLoop()
         setupWakeObservers()
+        setupDistributedNotificationListener()
+        installLaunchAgentIfNeeded()
         Task { await updateChecker.checkIfNeeded() }
     }
 
@@ -69,6 +71,68 @@ final class AppDelegate: NSObject, NSApplicationDelegate, NSPopoverDelegate {
         }
     }
 
+    private func setupDistributedNotificationListener() {
+        DistributedNotificationCenter.default().addObserver(
+            forName: NSNotification.Name("com.codeburn.refresh"),
+            object: nil,
+            queue: .main
+        ) { [weak self] _ in
+            Task { @MainActor in self?.forceRefresh() }
+        }
+    }
+
+    private func installLaunchAgentIfNeeded() {
+        let fm = FileManager.default
+        let agentName = "com.codeburn.refresh.plist"
+        let home = fm.homeDirectoryForCurrentUser.path
+        let destPath = "\(home)/Library/LaunchAgents/\(agentName)"
+
+        let plist = """
+<?xml version="1.0" encoding="UTF-8"?>
+<!DOCTYPE plist PUBLIC "-//Apple//DTD PLIST 1.0//EN" "http://www.apple.com/DTDs/PropertyList-1.0.dtd">
+<plist version="1.0">
+<dict>
+    <key>Label</key>
+    <string>com.codeburn.refresh</string>
+    <key>ProgramArguments</key>
+    <array>
+        <string>/usr/bin/osascript</string>
+        <string>-l</string>
+        <string>JavaScript</string>
+        <string>-e</string>
+        <string>ObjC.import("Foundation"); $.NSDistributedNotificationCenter.defaultCenter.postNotificationNameObjectUserInfoDeliverImmediately("com.codeburn.refresh", $(), $(), true)</string>
+    </array>
+    <key>StartInterval</key>
+    <integer>15</integer>
+    <key>RunAtLoad</key>
+    <true/>
+</dict>
+</plist>
+"""
+
+        do {
+            let existing = try? String(contentsOfFile: destPath, encoding: .utf8)
+            if existing == plist { return }
+
+            try fm.createDirectory(atPath: "\(home)/Library/LaunchAgents", withIntermediateDirectories: true)
+            try plist.write(toFile: destPath, atomically: true, encoding: .utf8)
+
+            let unload = Process()
+            unload.launchPath = "/bin/launchctl"
+            unload.arguments = ["unload", destPath]
+            try? unload.run()
+            unload.waitUntilExit()
+
+            let load = Process()
+            load.launchPath = "/bin/launchctl"
+            load.arguments = ["load", destPath]
+            try load.run()
+            load.waitUntilExit()
+        } catch {
+            NSLog("CodeBurn: LaunchAgent setup failed: \(error)")
+        }
+    }
+
     private func forceRefresh() {
         Task {
             await store.refreshQuietly(period: .today)
diff --git a/mac/Sources/CodeBurnMenubar/Views/FindingsSection.swift b/mac/Sources/CodeBurnMenubar/Views/FindingsSection.swift
index 3b31e76..5e9190c 100644
--- a/mac/Sources/CodeBurnMenubar/Views/FindingsSection.swift
+++ b/mac/Sources/CodeBurnMenubar/Views/FindingsSection.swift
@@ -225,7 +225,7 @@ private func computeHistoryStats(history: [DailyHistoryEntry]) -> HistoryStats {
     }()
     let now = Date()
     let today = calendar.startOfDay(for: now)
-    let costByDate = Dictionary(uniqueKeysWithValues: history.map { ($0.date, $0.cost) })
+    let costByDate = Dictionary(history.map { ($0.date, $0.cost) }, uniquingKeysWith: +)
 
     let lastWeekStart = calendar.date(byAdding: .day, value: -6, to: today)
     let priorWeekStart = calendar.date(byAdding: .day, value: -13, to: today)
diff --git a/mac/Sources/CodeBurnMenubar/Views/HeatmapSection.swift b/mac/Sources/CodeBurnMenubar/Views/HeatmapSection.swift
index 16fbb25..5b143b2 100644
--- a/mac/Sources/CodeBurnMenubar/Views/HeatmapSection.swift
+++ b/mac/Sources/CodeBurnMenubar/Views/HeatmapSection.swift
@@ -399,7 +399,7 @@ private func buildTrendBars(from days: [DailyHistoryEntry]) -> [TrendBar] {
         f.timeZone = .current
         return f
     }()
-    let entryByDate = Dictionary(uniqueKeysWithValues: days.map { ($0.date, $0) })
+    let entryByDate = Dictionary(days.map { ($0.date, $0) }, uniquingKeysWith: { _, new in new })
     let today = calendar.startOfDay(for: Date())
     let todayKey = formatter.string(from: today)
 
@@ -837,7 +837,7 @@ private func computeAllStats(payload: MenubarPayload) -> AllStats {
         peakDaySpend = "—"
     }
 
-    let costByDate = Dictionary(uniqueKeysWithValues: history.map { ($0.date, $0.cost) })
+    let costByDate = Dictionary(history.map { ($0.date, $0.cost) }, uniquingKeysWith: +)
 
     var currentStreak = 0
     for offset in 0..<400 {