diff --git a/lib/flipper/adapters/fallback_to_cached.rb b/lib/flipper/adapters/fallback_to_cached.rb
new file mode 100644
index 00000000..1cf94536
--- /dev/null
+++ b/lib/flipper/adapters/fallback_to_cached.rb
@@ -0,0 +1,89 @@
+require 'flipper/adapters/memoizable'
+
+module Flipper
+  module Adapters
+    # Public: Adapter that wraps another adapter and caches the result of all
+    # adapter get calls in memory. If the primary adapter raises an error, the
+    # cached value will be used instead.
+    class FallbackToCached < Memoizable
+      def initialize(adapter, cache = nil)
+        super
+        @memoize = true
+      end
+
+      def memoize=(value)
+        # raise "memoize cannot be disabled on FallbackToCached adapter"
+      end
+
+      # Public: The set of known features.
+      #
+      # Returns a set of features.
+      def features
+        response = @adapter.features
+        cache[@features_key] = response
+        response
+      rescue => e
+        cache[@features_key] || raise(e)
+      end
+
+      # Public: Gets the value for a feature from the primary adapter. If the
+      # primary adapter raises an error, the cached value will be returned
+      # instead.
+      #
+      # feature - The feature to get the value for.
+      #
+      # Returns the value for the feature.
+      def get(feature)
+        cache[key_for(feature.key)] = @adapter.get(feature)
+      rescue => e
+        cache[key_for(feature.key)] || raise(e)
+      end
+
+      # Public: Gets the values for multiple features from the primary adapter.
+      # If the primary adapter raises an error, the cached values will be
+      # returned instead.
+      #
+      # features - The features to get the values for.
+      #
+      # Returns a hash of feature keys to values.
+      def get_multi(features)
+        response = @adapter.get_multi(features)
+        cache.clear
+        features.each do |feature|
+          cache[key_for(feature.key)] = response[feature.key]
+        end
+        response
+      rescue => e
+        result = {}
+        features.each do |feature|
+          result[feature.key] = cache[key_for(feature.key)] || raise(e)
+        end
+        result
+      end
+
+      # Public: Gets all the values from the primary adapter. If the primary
+      # adapter raises an error, the cached values will be returned instead.
+      #
+      # Returns a hash of feature keys to values.
+      def get_all
+        response = @adapter.get_all
+        cache.clear
+        response.each do |key, value|
+          cache[key_for(key)] = value
+        end
+        cache[@features_key] = response.keys.to_set
+        response
+      rescue => e
+        raise e if cache[@features_key].empty?
+        response = {}
+        cache[@features_key].each do |key|
+          response[key] = cache[key_for(key)]
+        end
+        # Ensures that looking up other features that do not exist doesn't
+        # result in N+1 adapter calls.
+        response.default_proc = ->(memo, key) { memo[key] = default_config }
+        response
+      end
+    end
+  end
+end
diff --git a/spec/flipper/adapters/fallback_to_cached_spec.rb b/spec/flipper/adapters/fallback_to_cached_spec.rb
new file mode 100644
index 00000000..b46b6151
--- /dev/null
+++ b/spec/flipper/adapters/fallback_to_cached_spec.rb
@@ -0,0 +1,88 @@
+require 'flipper/adapters/fallback_to_cached'
+
+RSpec.describe Flipper::Adapters::FallbackToCached do
+  let(:adapter) { Flipper::Adapters::Memory.new }
+  let(:flipper) { Flipper.new(subject, memoize: false) }
+  let(:feature_a) { flipper[:malware_rule] }
+  let(:feature_b) { flipper[:spam_rule] }
+
+  subject { described_class.new(adapter) }
+
+  before do
+    feature_a.enable
+    feature_b.disable
+  end
+
+  describe "#features" do
+    it "uses primary adapter by default and caches value" do
+      expect(adapter).to receive(:features).and_call_original
+      expect(subject.features).to_not be_empty
+    end
+
+    it "falls back to cached value if primary adapter raises an error" do
+      subject.features
+      expect(adapter).to receive(:features).and_raise(StandardError)
+      expect(subject.features).to_not be_empty
+    end
+
+    it "raises an error if primary adapter fails and cache is empty" do
+      expect(adapter).to receive(:features).and_raise(StandardError)
+      expect { subject.features }.to raise_error StandardError
+    end
+  end
+
+  describe "#get" do
+    it "uses primary adapter by default and caches value" do
+      expect(adapter).to receive(:get).with(feature_a).and_call_original
+      expect(subject.get(feature_a)).to_not be_nil
+    end
+
+    it "falls back to cached value if primary adapter raises an error" do
+      subject.get(feature_a)
+      expect(adapter).to receive(:get).with(feature_a).and_raise(StandardError)
+      expect(subject.get(feature_a)).to_not be_nil
+    end
+
+    it "raises an error if primary adapter fails and cache is empty" do
+      expect(adapter).to receive(:get).with(feature_a).and_raise(StandardError)
+      expect { subject.get(feature_a) }.to raise_error StandardError
+    end
+  end
+
+  describe "#get_multi" do
+    it "uses primary adapter by default and caches value" do
+      expect(adapter).to receive(:get_multi).with([feature_a, feature_b]).and_call_original
+      expect(subject.get_multi([feature_a, feature_b])).to_not be_empty
+    end
+
+    it "falls back to cached value if primary adapter raises an error" do
+      subject.get_multi([feature_a, feature_b])
+      expect(adapter).to receive(:get_multi).with([feature_a, feature_b]).and_raise(StandardError)
+      expect(subject.get_multi([feature_a, feature_b])).to_not be_empty
+    end
+
+    it "raises an error if primary adapter fails and cache is empty" do
+      expect(adapter).to receive(:get_multi).with([feature_a, feature_b]).and_raise(StandardError)
+      expect { subject.get_multi([feature_a, feature_b]) }.to raise_error StandardError
+    end
+  end
+
+  describe "#get_all" do
+    it "uses primary adapter by default and caches value" do
+      expect(adapter).to receive(:get_all).and_call_original
+      expect(subject.get_all).to_not be_empty
+    end
+
+    it "falls back to cached value if primary adapter raises an error" do
+      subject.get_all
+      expect(adapter).to receive(:get_all).and_raise(StandardError)
+      expect(subject.get_all).to_not be_empty
+    end
+
+    it "raises an error if primary adapter fails and cache is empty" do
+      subject.cache.clear
+      expect(adapter).to receive(:get_all).and_raise(StandardError)
+      expect { subject.get_all }.to raise_error StandardError
+    end
+  end
+end