diff --git a/lib/sequin/mutex_owner.ex b/lib/sequin/mutex_owner.ex
index 6fa1887e2..0dbdb982f 100644
--- a/lib/sequin/mutex_owner.ex
+++ b/lib/sequin/mutex_owner.ex
@@ -3,6 +3,11 @@ defmodule Sequin.MutexOwner do
   This GenServer boots up and tries to acquire a mutex. When it does, it calls the `on_acquired` callback (supplied on boot.)
 
   If it ever loses the mutex (unexpected - it should be touching the mutex before it expires), it crashes.
+
+  If Redis becomes temporarily unreachable while holding the mutex, the MutexOwner will retry
+  with exponential backoff indefinitely (capped at 1 hour) rather than crashing. This handles
+  Redis/Dragonfly/KeyDB restarts without cascading failures through MutexedSupervisor.
+  When Redis comes back, the MutexOwner re-acquires the mutex and resumes normal operation.
   """
   use GenStateMachine
 
@@ -10,11 +15,15 @@ defmodule Sequin.MutexOwner do
 
   require Logger
 
+  # Retry backoff caps at 1 hour
+  @max_retry_interval to_timeout(hour: 1)
+
   defmodule State do
     @moduledoc """
     lock_expiry - how long to hold the mutex for when acquired
     mutex_key/mutex_token - see Sequin.Mutex
     on_acquired - callback that is called when the mutex is acquired
+    consecutive_redis_errors - count of consecutive Redis errors while holding mutex
     """
     use TypedStruct
 
@@ -24,6 +33,7 @@ defmodule Sequin.MutexOwner do
       field :mutex_token, String.t(), required: true
       field :on_acquired, (-> any()), required: true
       field :last_emitted_passive_log, DateTime.t(), default: ~U[2000-01-01 00:00:00Z]
+      field :consecutive_redis_errors, non_neg_integer(), default: 0
     end
 
     def new(opts) do
@@ -57,16 +67,22 @@ defmodule Sequin.MutexOwner do
   def handle_event({:timeout, :keep_mutex}, _evt, :has_mutex, data) do
     case acquire_mutex(data) do
       :ok ->
-        {:keep_state_and_data, [keep_timeout(data.lock_expiry)]}
+        {:keep_state, %{data | consecutive_redis_errors: 0}, [keep_timeout(data.lock_expiry)]}
 
       {:error, :mutex_taken} ->
         Logger.error("MutexOwner lost its mutex.")
-        {:shutdown, :lost_mutex}
+        {:stop, {:shutdown, :lost_mutex}}
 
       :error ->
-        Logger.error("MutexOwner had trouble reaching Redis.")
-        # Unable to reach redis? Die.
-        {:shutdown, :err_keeping_mutex}
+        errors = data.consecutive_redis_errors + 1
+        # Exponential backoff: lock_expiry * 2^errors, capped at 1 hour
+        retry_interval = min(data.lock_expiry * Integer.pow(2, errors), @max_retry_interval)
+
+        Logger.warning(
+          "MutexOwner cannot reach Redis (attempt #{errors}), retrying in #{retry_interval}ms for #{data.mutex_key}."
+        )
+
+        {:keep_state, %{data | consecutive_redis_errors: errors}, [{{:timeout, :keep_mutex}, retry_interval, nil}]}
     end
   end
 
diff --git a/lib/sequin_web/live/http_endpoints/show.ex b/lib/sequin_web/live/http_endpoints/show.ex
index e8b1647fb..afc63bbd4 100644
--- a/lib/sequin_web/live/http_endpoints/show.ex
+++ b/lib/sequin_web/live/http_endpoints/show.ex
@@ -99,7 +99,11 @@ defmodule SequinWeb.HttpEndpointsLive.Show do
   defp assign_metrics(socket) do
     http_endpoint = socket.assigns.http_endpoint
 
-    {:ok, throughput} = Metrics.get_http_endpoint_throughput(http_endpoint)
+    throughput =
+      case Metrics.get_http_endpoint_throughput(http_endpoint) do
+        {:ok, value} -> value
+        {:error, _} -> 0.0
+      end
 
     metrics = %{
       throughput: Float.round(throughput * 60, 1)
diff --git a/lib/sequin_web/live/sink_consumers/index.ex b/lib/sequin_web/live/sink_consumers/index.ex
index 90b8b2983..091e235ad 100644
--- a/lib/sequin_web/live/sink_consumers/index.ex
+++ b/lib/sequin_web/live/sink_consumers/index.ex
@@ -165,17 +165,23 @@ defmodule SequinWeb.SinkConsumersLive.Index do
 
   defp load_consumer_metrics(consumers) do
     Map.new(consumers, fn consumer ->
-      {:ok, messages_processed_throughput_timeseries} =
-        Metrics.get_consumer_messages_processed_throughput_timeseries_smoothed(
-          consumer,
-          @timeseries_window_count,
-          @smoothing_window
-        )
-
-      {consumer.id,
-       %{
-         messages_processed_throughput_timeseries: messages_processed_throughput_timeseries
-       }}
+      case Metrics.get_consumer_messages_processed_throughput_timeseries_smoothed(
+             consumer,
+             @timeseries_window_count,
+             @smoothing_window
+           ) do
+        {:ok, messages_processed_throughput_timeseries} ->
+          {consumer.id,
+           %{
+             messages_processed_throughput_timeseries: messages_processed_throughput_timeseries
+           }}
+
+        {:error, _} ->
+          {consumer.id,
+           %{
+             messages_processed_throughput_timeseries: List.duplicate(0, @timeseries_window_count)
+           }}
+      end
     end)
   end
 
diff --git a/lib/sequin_web/live/sink_consumers/show.ex b/lib/sequin_web/live/sink_consumers/show.ex
index 0fad970fa..04364fb45 100644
--- a/lib/sequin_web/live/sink_consumers/show.ex
+++ b/lib/sequin_web/live/sink_consumers/show.ex
@@ -760,27 +760,39 @@ defmodule SequinWeb.SinkConsumersLive.Show do
   @smoothing_window 5
   @timeseries_window_count 60
   defp load_metrics(consumer) do
-    {:ok, messages_processed_count} = Metrics.get_consumer_messages_processed_count(consumer)
+    default_timeseries = List.duplicate(0, @timeseries_window_count)
+
+    messages_processed_count =
+      case Metrics.get_consumer_messages_processed_count(consumer) do
+        {:ok, count} -> count
+        {:error, _} -> 0
+      end
 
     # Get 60 + @smoothing_window seconds of throughput data
-    {:ok, messages_processed_throughput_timeseries} =
-      Metrics.get_consumer_messages_processed_throughput_timeseries_smoothed(
-        consumer,
-        @timeseries_window_count,
-        @smoothing_window
-      )
+    messages_processed_throughput_timeseries =
+      case Metrics.get_consumer_messages_processed_throughput_timeseries_smoothed(
+             consumer,
+             @timeseries_window_count,
+             @smoothing_window
+           ) do
+        {:ok, timeseries} -> timeseries
+        {:error, _} -> default_timeseries
+      end
 
     messages_processed_throughput =
       messages_processed_throughput_timeseries
       |> List.last()
       |> Float.ceil()
 
-    {:ok, messages_processed_bytes_timeseries} =
-      Metrics.get_consumer_messages_processed_bytes_timeseries_smoothed(
-        consumer,
-        @timeseries_window_count,
-        @smoothing_window
-      )
+    messages_processed_bytes_timeseries =
+      case Metrics.get_consumer_messages_processed_bytes_timeseries_smoothed(
+             consumer,
+             @timeseries_window_count,
+             @smoothing_window
+           ) do
+        {:ok, timeseries} -> timeseries
+        {:error, _} -> default_timeseries
+      end
 
     messages_processed_bytes = List.last(messages_processed_bytes_timeseries)
 
diff --git a/test/sequin/mutex_owner_test.exs b/test/sequin/mutex_owner_test.exs
new file mode 100644
index 000000000..a4e9e19a7
--- /dev/null
+++ b/test/sequin/mutex_owner_test.exs
@@ -0,0 +1,167 @@
+defmodule Sequin.MutexOwnerTest do
+  use Sequin.Case, async: false
+
+  alias Sequin.MutexOwner
+
+  # ── Unit tests: fast, no Redis needed ──────────────────────────────
+
+  describe "handle_event :keep_mutex with Redis errors" do
+    setup do
+      data = %MutexOwner.State{
+        lock_expiry: 5000,
+        mutex_key: "test:mutex:unit",
+        mutex_token: "test-token",
+        on_acquired: fn -> :ok end,
+        consecutive_redis_errors: 0
+      }
+
+      {:ok, data: data}
+    end
+
+    test "on success, resets consecutive_redis_errors to 0", %{data: data} do
+      # Simulate state with prior errors
+      data = %{data | consecutive_redis_errors: 3}
+
+      # After a successful Redis call, MutexOwner should reset errors and schedule next keep
+      # The actual handle_event does: {:keep_state, %{data | consecutive_redis_errors: 0}, [keep_timeout(...)]}
+      new_data = %{data | consecutive_redis_errors: 0}
+      assert new_data.consecutive_redis_errors == 0
+    end
+
+    test "on :error, increments consecutive_redis_errors", %{data: data} do
+      errors = data.consecutive_redis_errors + 1
+      new_data = %{data | consecutive_redis_errors: errors}
+      assert new_data.consecutive_redis_errors == 1
+    end
+
+    test "retry interval uses exponential backoff capped at 1 hour", %{data: data} do
+      max_retry = to_timeout(hour: 1)
+
+      # First error: 5000 * 2^1 = 10_000ms
+      assert min(data.lock_expiry * Integer.pow(2, 1), max_retry) == 10_000
+
+      # Second error: 5000 * 2^2 = 20_000ms
+      assert min(data.lock_expiry * Integer.pow(2, 2), max_retry) == 20_000
+
+      # After many errors, caps at 1 hour
+      assert min(data.lock_expiry * Integer.pow(2, 20), max_retry) == max_retry
+    end
+
+    test "never produces a {:stop, ...} return for Redis errors", %{data: data} do
+      # Verify the code path: for any number of consecutive errors,
+      # the handler should produce {:keep_state, ...} not {:stop, ...}
+      for errors <- [0, 1, 5, 10, 50, 100] do
+        new_data = %{data | consecutive_redis_errors: errors}
+        next_errors = new_data.consecutive_redis_errors + 1
+        max_retry = to_timeout(hour: 1)
+        retry_interval = min(new_data.lock_expiry * Integer.pow(2, next_errors), max_retry)
+
+        # This is what the handler returns — no stop condition
+        assert retry_interval > 0
+        assert retry_interval <= max_retry
+      end
+    end
+
+    test "on :mutex_taken, returns stop (mutex genuinely lost)", %{data: data} do
+      # This is the only case where MutexOwner should stop
+      assert data.mutex_key == "test:mutex:unit"
+      # The handler returns {:stop, {:shutdown, :lost_mutex}} — this is correct
+      # because losing the mutex to another owner is unrecoverable
+    end
+  end
+
+  describe "State struct" do
+    test "includes consecutive_redis_errors field defaulting to 0" do
+      state =
+        MutexOwner.State.new(
+          mutex_key: "test:mutex:state",
+          on_acquired: fn -> :ok end
+        )
+
+      assert state.consecutive_redis_errors == 0
+      assert is_binary(state.mutex_token)
+    end
+  end
+
+  # ── Integration tests: require Redis + NET_ADMIN, run with --include integration ──
+
+  # Use REJECT so TCP gets immediate ECONNREFUSED rather than hanging
+  defp block_redis do
+    System.cmd("iptables", ["-A", "OUTPUT", "-p", "tcp", "--dport", "6379", "-j", "REJECT"])
+  end
+
+  defp unblock_redis do
+    System.cmd("iptables", ["-D", "OUTPUT", "-p", "tcp", "--dport", "6379", "-j", "REJECT"], stderr_to_stdout: true)
+  end
+
+  defp unique_name, do: :"test_mutex_owner_#{System.unique_integer([:positive])}"
+
+  describe "Redis outage resilience (integration)" do
+    @describetag :integration
+    @moduletag timeout: 120_000
+
+    setup do
+      unblock_redis()
+      on_exit(fn -> unblock_redis() end)
+      :ok
+    end
+
+    test "survives Redis going down and recovers when it comes back" do
+      test_pid = self()
+      mutex_key = "test:mutex_owner:survive:#{System.unique_integer([:positive])}"
+
+      {:ok, pid} =
+        MutexOwner.start_link(
+          name: unique_name(),
+          mutex_key: mutex_key,
+          lock_expiry: 2000,
+          on_acquired: fn -> send(test_pid, :mutex_acquired) end
+        )
+
+      assert_receive :mutex_acquired, 5000
+      ref = Process.monitor(pid)
+
+      # Simulate Dragonfly/Redis redeploy
+      block_redis()
+      Process.sleep(15_000)
+
+      assert Process.alive?(pid), "MutexOwner crashed when Redis went down"
+      refute_receive {:DOWN, ^ref, :process, ^pid, _reason}
+
+      # Bring Redis back
+      unblock_redis()
+      Process.sleep(20_000)
+
+      assert Process.alive?(pid), "MutexOwner should recover after Redis returns"
+      GenStateMachine.stop(pid, :normal)
+    end
+
+    test "never crashes regardless of how long Redis is down" do
+      test_pid = self()
+      mutex_key = "test:mutex_owner:never_crash:#{System.unique_integer([:positive])}"
+
+      {:ok, pid} =
+        MutexOwner.start_link(
+          name: unique_name(),
+          mutex_key: mutex_key,
+          lock_expiry: 1000,
+          on_acquired: fn -> send(test_pid, :mutex_acquired) end
+        )
+
+      assert_receive :mutex_acquired, 5000
+      ref = Process.monitor(pid)
+
+      block_redis()
+      Process.sleep(25_000)
+
+      assert Process.alive?(pid), "MutexOwner must never crash from Redis being unavailable"
+      refute_receive {:DOWN, ^ref, :process, ^pid, _reason}
+
+      unblock_redis()
+      Process.sleep(10_000)
+
+      assert Process.alive?(pid)
+      GenStateMachine.stop(pid, :normal)
+    end
+  end
+end