diff --git a/.golangci.yml b/.golangci.yml
new file mode 100644
index 00000000..8b5993f9
--- /dev/null
+++ b/.golangci.yml
@@ -0,0 +1,38 @@
+run:
+  deadline: 5m
+
+linters:
+  disable-all: true
+  enable:
+    - bodyclose
+    - dogsled
+    - dupl
+    - errcheck
+    - exportloopref
+    - gocritic
+    - gocyclo
+    - gofmt
+    - goimports
+    - gosec
+    - goprintffuncname
+    - gosimple
+    - govet
+    - ineffassign
+    - misspell
+    - nakedret
+    - nolintlint
+    - revive
+    - staticcheck
+    - typecheck
+    - unconvert
+    - unused
+    - whitespace
+
+linters-settings:
+  goimports:
+    local-prefixes: sigs.k8s.io/prometheus-adapter
+  revive:
+    rules:
+      - name: exported
+        arguments:
+          - disableStutteringCheck
diff --git a/Makefile b/Makefile
index a4a3149d..a058859d 100644
--- a/Makefile
+++ b/Makefile
@@ -2,12 +2,14 @@ REGISTRY?=gcr.io/k8s-staging-prometheus-adapter
 IMAGE=prometheus-adapter
 ARCH?=$(shell go env GOARCH)
 ALL_ARCH=amd64 arm arm64 ppc64le s390x
+GOPATH:=$(shell go env GOPATH)
 
 VERSION=$(shell cat VERSION)
 TAG_PREFIX=v
 TAG?=$(TAG_PREFIX)$(VERSION)
 
 GO_VERSION?=1.18.5
+GOLANGCI_VERSION?=1.50.1
 
 .PHONY: all
 all: prometheus-adapter
@@ -57,21 +59,29 @@ test:
 # ---------------
 
 .PHONY: verify
-verify: verify-gofmt verify-deps verify-generated test
+verify: verify-lint verify-deps verify-generated
 
 .PHONY: update
-update: update-generated
+update: update-lint update-generated
 
-# Format
-# ------
+# Format and lint
+# ---------------
 
-.PHONY: verify-gofmt
-verify-gofmt:
-	./hack/gofmt-all.sh -v
+HAS_GOLANGCI_VERSION:=$(shell $(GOPATH)/bin/golangci-lint version --format=short)
+.PHONY: golangci
+golangci:
+ifneq ($(HAS_GOLANGCI_VERSION), $(GOLANGCI_VERSION))
+	curl -sSfL https://raw.githubusercontent.com/golangci/golangci-lint/master/install.sh | sh -s -- -b $(GOPATH)/bin v$(GOLANGCI_VERSION)
+endif
+
+.PHONY: verify-lint
+verify-lint: golangci
+	$(GOPATH)/bin/golangci-lint run --modules-download-mode=readonly || (echo 'Run "make update-lint"' && exit 1)
+
+.PHONY: update-lint
+update-lint: golangci
+	$(GOPATH)/bin/golangci-lint run --fix --modules-download-mode=readonly
 
-.PHONY: gofmt
-gofmt:
-	./hack/gofmt-all.sh
 
 # Dependencies
 # ------------
@@ -88,7 +98,7 @@ verify-deps:
 generated_files=pkg/api/generated/openapi/zz_generated.openapi.go
 
 .PHONY: verify-generated
-verify-generated:
+verify-generated: update-generated
 	@git diff --exit-code -- $(generated_files)
 
 .PHONY: update-generated
diff --git a/cmd/adapter/adapter.go b/cmd/adapter/adapter.go
index bc85a56c..9c868a53 100644
--- a/cmd/adapter/adapter.go
+++ b/cmd/adapter/adapter.go
@@ -21,7 +21,6 @@ import (
 	"crypto/x509"
 	"flag"
 	"fmt"
-	"io/ioutil"
 	"net/http"
 	"net/url"
 	"os"
@@ -93,7 +92,7 @@ func (cmd *PrometheusAdapter) makePromClient() (prom.Client, error) {
 	}
 
 	if cmd.PrometheusVerb != http.MethodGet && cmd.PrometheusVerb != http.MethodPost {
-		return nil, fmt.Errorf("unsupported Prometheus HTTP verb %q. use \"GET\" or \"POST\" instead.", cmd.PrometheusVerb)
+		return nil, fmt.Errorf("unsupported Prometheus HTTP verb %q; supported verbs: \"GET\" and \"POST\"", cmd.PrometheusVerb)
 	}
 
 	var httpClient *http.Client
@@ -115,7 +114,7 @@ func (cmd *PrometheusAdapter) makePromClient() (prom.Client, error) {
 	}
 
 	if cmd.PrometheusTokenFile != "" {
-		data, err := ioutil.ReadFile(cmd.PrometheusTokenFile)
+		data, err := os.ReadFile(cmd.PrometheusTokenFile)
 		if err != nil {
 			return nil, fmt.Errorf("failed to read prometheus-token-file: %v", err)
 		}
@@ -392,7 +391,7 @@ func makeKubeconfigHTTPClient(inClusterAuth bool, kubeConfigPath string) (*http.
 }
 
 func makePrometheusCAClient(caFilePath string, tlsCertFilePath string, tlsKeyFilePath string) (*http.Client, error) {
-	data, err := ioutil.ReadFile(caFilePath)
+	data, err := os.ReadFile(caFilePath)
 	if err != nil {
 		return nil, fmt.Errorf("failed to read prometheus-ca-file: %v", err)
 	}
@@ -409,6 +408,7 @@ func makePrometheusCAClient(caFilePath string, tlsCertFilePath string, tlsKeyFil
 		}
 		return &http.Client{
 			Transport: &http.Transport{
+				//nolint:gosec
 				TLSClientConfig: &tls.Config{
 					RootCAs:      pool,
 					Certificates: []tls.Certificate{tlsClientCerts},
@@ -419,6 +419,7 @@ func makePrometheusCAClient(caFilePath string, tlsCertFilePath string, tlsKeyFil
 
 	return &http.Client{
 		Transport: &http.Transport{
+			//nolint:gosec
 			TLSClientConfig: &tls.Config{
 				RootCAs: pool,
 			},
diff --git a/cmd/adapter/adapter_test.go b/cmd/adapter/adapter_test.go
index cd636a9d..3cc5f0d4 100644
--- a/cmd/adapter/adapter_test.go
+++ b/cmd/adapter/adapter_test.go
@@ -27,7 +27,6 @@ import (
 const certsDir = "testdata"
 
 func TestMakeKubeconfigHTTPClient(t *testing.T) {
-
 	tests := []struct {
 		kubeconfigPath string
 		inClusterAuth  bool
@@ -71,16 +70,13 @@ func TestMakeKubeconfigHTTPClient(t *testing.T) {
 					t.Error("HTTP client Transport is nil, expected http.RoundTripper")
 				}
 			}
-		} else {
-			if err == nil {
-				t.Errorf("Error is nil, expected %v", err)
-			}
+		} else if err == nil {
+			t.Errorf("Error is nil, expected %v", err)
 		}
 	}
 }
 
 func TestMakePrometheusCAClient(t *testing.T) {
-
 	tests := []struct {
 		caFilePath      string
 		tlsCertFilePath string
@@ -140,16 +136,13 @@ func TestMakePrometheusCAClient(t *testing.T) {
 					t.Errorf("TLS certificates is %+v, expected nil", prometheusCAClient.Transport.(*http.Transport).TLSClientConfig.Certificates)
 				}
 			}
-		} else {
-			if err == nil {
-				t.Errorf("Error is nil, expected %v", err)
-			}
+		} else if err == nil {
+			t.Errorf("Error is nil, expected %v", err)
 		}
 	}
 }
 
 func TestParseHeaderArgs(t *testing.T) {
-
 	tests := []struct {
 		args    []string
 		headers http.Header
diff --git a/cmd/config-gen/utils/default.go b/cmd/config-gen/utils/default.go
index 39372598..3022c569 100644
--- a/cmd/config-gen/utils/default.go
+++ b/cmd/config-gen/utils/default.go
@@ -7,7 +7,7 @@ import (
 	pmodel "github.com/prometheus/common/model"
 
 	prom "sigs.k8s.io/prometheus-adapter/pkg/client"
-	. "sigs.k8s.io/prometheus-adapter/pkg/config"
+	"sigs.k8s.io/prometheus-adapter/pkg/config"
 )
 
 // DefaultConfig returns a configuration equivalent to the former
@@ -15,55 +15,55 @@ import (
 // will be of the form `<prefix><<.Resource>>`, cadvisor series will be
 // of the form `container_`, and have the label `pod`.  Any series ending
 // in total will be treated as a rate metric.
-func DefaultConfig(rateInterval time.Duration, labelPrefix string) *MetricsDiscoveryConfig {
-	return &MetricsDiscoveryConfig{
-		Rules: []DiscoveryRule{
+func DefaultConfig(rateInterval time.Duration, labelPrefix string) *config.MetricsDiscoveryConfig {
+	return &config.MetricsDiscoveryConfig{
+		Rules: []config.DiscoveryRule{
 			// container seconds rate metrics
 			{
 				SeriesQuery: string(prom.MatchSeries("", prom.NameMatches("^container_.*"), prom.LabelNeq("container", "POD"), prom.LabelNeq("namespace", ""), prom.LabelNeq("pod", ""))),
-				Resources: ResourceMapping{
-					Overrides: map[string]GroupResource{
+				Resources: config.ResourceMapping{
+					Overrides: map[string]config.GroupResource{
 						"namespace": {Resource: "namespace"},
 						"pod":       {Resource: "pod"},
 					},
 				},
-				Name:         NameMapping{Matches: "^container_(.*)_seconds_total$"},
+				Name:         config.NameMapping{Matches: "^container_(.*)_seconds_total$"},
 				MetricsQuery: fmt.Sprintf(`sum(rate(<<.Series>>{<<.LabelMatchers>>,container!="POD"}[%s])) by (<<.GroupBy>>)`, pmodel.Duration(rateInterval).String()),
 			},
 
 			// container rate metrics
 			{
 				SeriesQuery:   string(prom.MatchSeries("", prom.NameMatches("^container_.*"), prom.LabelNeq("container", "POD"), prom.LabelNeq("namespace", ""), prom.LabelNeq("pod", ""))),
-				SeriesFilters: []RegexFilter{{IsNot: "^container_.*_seconds_total$"}},
-				Resources: ResourceMapping{
-					Overrides: map[string]GroupResource{
+				SeriesFilters: []config.RegexFilter{{IsNot: "^container_.*_seconds_total$"}},
+				Resources: config.ResourceMapping{
+					Overrides: map[string]config.GroupResource{
 						"namespace": {Resource: "namespace"},
 						"pod":       {Resource: "pod"},
 					},
 				},
-				Name:         NameMapping{Matches: "^container_(.*)_total$"},
+				Name:         config.NameMapping{Matches: "^container_(.*)_total$"},
 				MetricsQuery: fmt.Sprintf(`sum(rate(<<.Series>>{<<.LabelMatchers>>,container!="POD"}[%s])) by (<<.GroupBy>>)`, pmodel.Duration(rateInterval).String()),
 			},
 
 			// container non-cumulative metrics
 			{
 				SeriesQuery:   string(prom.MatchSeries("", prom.NameMatches("^container_.*"), prom.LabelNeq("container", "POD"), prom.LabelNeq("namespace", ""), prom.LabelNeq("pod", ""))),
-				SeriesFilters: []RegexFilter{{IsNot: "^container_.*_total$"}},
-				Resources: ResourceMapping{
-					Overrides: map[string]GroupResource{
+				SeriesFilters: []config.RegexFilter{{IsNot: "^container_.*_total$"}},
+				Resources: config.ResourceMapping{
+					Overrides: map[string]config.GroupResource{
 						"namespace": {Resource: "namespace"},
 						"pod":       {Resource: "pod"},
 					},
 				},
-				Name:         NameMapping{Matches: "^container_(.*)$"},
+				Name:         config.NameMapping{Matches: "^container_(.*)$"},
 				MetricsQuery: `sum(<<.Series>>{<<.LabelMatchers>>,container!="POD"}) by (<<.GroupBy>>)`,
 			},
 
 			// normal non-cumulative metrics
 			{
 				SeriesQuery:   string(prom.MatchSeries("", prom.LabelNeq(fmt.Sprintf("%snamespace", labelPrefix), ""), prom.NameNotMatches("^container_.*"))),
-				SeriesFilters: []RegexFilter{{IsNot: ".*_total$"}},
-				Resources: ResourceMapping{
+				SeriesFilters: []config.RegexFilter{{IsNot: ".*_total$"}},
+				Resources: config.ResourceMapping{
 					Template: fmt.Sprintf("%s<<.Resource>>", labelPrefix),
 				},
 				MetricsQuery: "sum(<<.Series>>{<<.LabelMatchers>>}) by (<<.GroupBy>>)",
@@ -72,9 +72,9 @@ func DefaultConfig(rateInterval time.Duration, labelPrefix string) *MetricsDisco
 			// normal rate metrics
 			{
 				SeriesQuery:   string(prom.MatchSeries("", prom.LabelNeq(fmt.Sprintf("%snamespace", labelPrefix), ""), prom.NameNotMatches("^container_.*"))),
-				SeriesFilters: []RegexFilter{{IsNot: ".*_seconds_total"}},
-				Name:          NameMapping{Matches: "^(.*)_total$"},
-				Resources: ResourceMapping{
+				SeriesFilters: []config.RegexFilter{{IsNot: ".*_seconds_total"}},
+				Name:          config.NameMapping{Matches: "^(.*)_total$"},
+				Resources: config.ResourceMapping{
 					Template: fmt.Sprintf("%s<<.Resource>>", labelPrefix),
 				},
 				MetricsQuery: fmt.Sprintf("sum(rate(<<.Series>>{<<.LabelMatchers>>}[%s])) by (<<.GroupBy>>)", pmodel.Duration(rateInterval).String()),
@@ -83,20 +83,20 @@ func DefaultConfig(rateInterval time.Duration, labelPrefix string) *MetricsDisco
 			// seconds rate metrics
 			{
 				SeriesQuery: string(prom.MatchSeries("", prom.LabelNeq(fmt.Sprintf("%snamespace", labelPrefix), ""), prom.NameNotMatches("^container_.*"))),
-				Name:        NameMapping{Matches: "^(.*)_seconds_total$"},
-				Resources: ResourceMapping{
+				Name:        config.NameMapping{Matches: "^(.*)_seconds_total$"},
+				Resources: config.ResourceMapping{
 					Template: fmt.Sprintf("%s<<.Resource>>", labelPrefix),
 				},
 				MetricsQuery: fmt.Sprintf("sum(rate(<<.Series>>{<<.LabelMatchers>>}[%s])) by (<<.GroupBy>>)", pmodel.Duration(rateInterval).String()),
 			},
 		},
 
-		ResourceRules: &ResourceRules{
-			CPU: ResourceRule{
+		ResourceRules: &config.ResourceRules{
+			CPU: config.ResourceRule{
 				ContainerQuery: fmt.Sprintf("sum(rate(container_cpu_usage_seconds_total{<<.LabelMatchers>>}[%s])) by (<<.GroupBy>>)", pmodel.Duration(rateInterval).String()),
 				NodeQuery:      fmt.Sprintf("sum(rate(container_cpu_usage_seconds_total{<<.LabelMatchers>>, id='/'}[%s])) by (<<.GroupBy>>)", pmodel.Duration(rateInterval).String()),
-				Resources: ResourceMapping{
-					Overrides: map[string]GroupResource{
+				Resources: config.ResourceMapping{
+					Overrides: map[string]config.GroupResource{
 						"namespace": {Resource: "namespace"},
 						"pod":       {Resource: "pod"},
 						"instance":  {Resource: "node"},
@@ -104,11 +104,11 @@ func DefaultConfig(rateInterval time.Duration, labelPrefix string) *MetricsDisco
 				},
 				ContainerLabel: fmt.Sprintf("%scontainer", labelPrefix),
 			},
-			Memory: ResourceRule{
+			Memory: config.ResourceRule{
 				ContainerQuery: "sum(container_memory_working_set_bytes{<<.LabelMatchers>>}) by (<<.GroupBy>>)",
 				NodeQuery:      "sum(container_memory_working_set_bytes{<<.LabelMatchers>>,id='/'}) by (<<.GroupBy>>)",
-				Resources: ResourceMapping{
-					Overrides: map[string]GroupResource{
+				Resources: config.ResourceMapping{
+					Overrides: map[string]config.GroupResource{
 						"namespace": {Resource: "namespace"},
 						"pod":       {Resource: "pod"},
 						"instance":  {Resource: "node"},
diff --git a/hack/gofmt-all.sh b/hack/gofmt-all.sh
deleted file mode 100755
index 1dbfc344..00000000
--- a/hack/gofmt-all.sh
+++ /dev/null
@@ -1,41 +0,0 @@
-#!/bin/bash
-
-# Copyright 2017 The Kubernetes Authors.
-#
-# Licensed under the Apache License, Version 2.0 (the "License");
-# you may not use this file except in compliance with the License.
-# You may obtain a copy of the License at
-#
-#     http://www.apache.org/licenses/LICENSE-2.0
-#
-# Unless required by applicable law or agreed to in writing, software
-# distributed under the License is distributed on an "AS IS" BASIS,
-# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-# See the License for the specific language governing permissions and
-# limitations under the License.
-
-set -o errexit
-set -o nounset
-set -o pipefail
-
-verify=0
-if [[ ${1:-} = "--verify" || ${1:-} = "-v" ]]; then
-  verify=1
-fi
-
-find_files() {
-  find . -not \( \( \
-    -wholename './_output' \
-    -o -wholename './vendor' \
-  \) -prune \) -name '*.go'
-}
-
-if [[ $verify -eq 1 ]]; then
-  diff=$(find_files | xargs gofmt -s -d 2>&1)
-  if [[ -n "${diff}" ]]; then
-    echo "gofmt -s -w $(echo "${diff}" | awk '/^diff / { print $2 }' | tr '\n' ' ')"
-    exit 1
-  fi
-else
-  find_files | xargs gofmt -s -w
-fi
diff --git a/pkg/client/api.go b/pkg/client/api.go
index 62bf6372..c5ca6032 100644
--- a/pkg/client/api.go
+++ b/pkg/client/api.go
@@ -21,7 +21,6 @@ import (
 	"encoding/json"
 	"fmt"
 	"io"
-	"io/ioutil"
 	"net/http"
 	"net/url"
 	"path"
@@ -61,11 +60,10 @@ func (c *httpAPIClient) Do(ctx context.Context, verb, endpoint string, query url
 		reqBody = strings.NewReader(query.Encode())
 	}
 
-	req, err := http.NewRequest(verb, u.String(), reqBody)
+	req, err := http.NewRequestWithContext(ctx, verb, u.String(), reqBody)
 	if err != nil {
 		return APIResponse{}, fmt.Errorf("error constructing HTTP request to Prometheus: %v", err)
 	}
-	req.WithContext(ctx)
 	for key, values := range c.headers {
 		for _, value := range values {
 			req.Header.Add(key, value)
@@ -102,7 +100,7 @@ func (c *httpAPIClient) Do(ctx context.Context, verb, endpoint string, query url
 
 	var body io.Reader = resp.Body
 	if klog.V(8).Enabled() {
-		data, err := ioutil.ReadAll(body)
+		data, err := io.ReadAll(body)
 		if err != nil {
 			return APIResponse{}, fmt.Errorf("unable to log response body: %v", err)
 		}
@@ -237,7 +235,7 @@ func (h *queryClient) QueryRange(ctx context.Context, r Range, query Selector) (
 // when present
 func timeoutFromContext(ctx context.Context) (time.Duration, bool) {
 	if deadline, hasDeadline := ctx.Deadline(); hasDeadline {
-		return time.Now().Sub(deadline), true
+		return time.Since(deadline), true
 	}
 
 	return time.Duration(0), false
diff --git a/pkg/client/helpers.go b/pkg/client/helpers.go
index 34544f9f..b12d2296 100644
--- a/pkg/client/helpers.go
+++ b/pkg/client/helpers.go
@@ -13,6 +13,7 @@ WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 See the License for the specific language governing permissions and
 limitations under the License.
 */
+
 package client
 
 import (
diff --git a/pkg/client/interfaces.go b/pkg/client/interfaces.go
index cf3cbe04..b8d7fcde 100644
--- a/pkg/client/interfaces.go
+++ b/pkg/client/interfaces.go
@@ -13,6 +13,7 @@ WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 See the License for the specific language governing permissions and
 limitations under the License.
 */
+
 package client
 
 import (
diff --git a/pkg/client/metrics/metrics.go b/pkg/client/metrics/metrics.go
index bbebf43a..b54067f2 100644
--- a/pkg/client/metrics/metrics.go
+++ b/pkg/client/metrics/metrics.go
@@ -13,6 +13,7 @@ WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 See the License for the specific language governing permissions and
 limitations under the License.
 */
+
 package metrics
 
 import (
diff --git a/pkg/client/types.go b/pkg/client/types.go
index 19dfdf35..02a72469 100644
--- a/pkg/client/types.go
+++ b/pkg/client/types.go
@@ -25,10 +25,10 @@ type ErrorType string
 
 const (
 	ErrBadData     ErrorType = "bad_data"
-	ErrTimeout               = "timeout"
-	ErrCanceled              = "canceled"
-	ErrExec                  = "execution"
-	ErrBadResponse           = "bad_response"
+	ErrTimeout     ErrorType = "timeout"
+	ErrCanceled    ErrorType = "canceled"
+	ErrExec        ErrorType = "execution"
+	ErrBadResponse ErrorType = "bad_response"
 )
 
 // Error is an error returned by the API.
@@ -46,7 +46,7 @@ type ResponseStatus string
 
 const (
 	ResponseSucceeded ResponseStatus = "succeeded"
-	ResponseError                    = "error"
+	ResponseError     ResponseStatus = "error"
 )
 
 // APIResponse represents the raw response returned by the API.
diff --git a/pkg/config/loader.go b/pkg/config/loader.go
index 5d0a7166..2c716887 100644
--- a/pkg/config/loader.go
+++ b/pkg/config/loader.go
@@ -2,7 +2,7 @@ package config
 
 import (
 	"fmt"
-	"io/ioutil"
+	"io"
 	"os"
 
 	yaml "gopkg.in/yaml.v2"
@@ -15,7 +15,7 @@ func FromFile(filename string) (*MetricsDiscoveryConfig, error) {
 		return nil, fmt.Errorf("unable to load metrics discovery config file: %v", err)
 	}
 	defer file.Close()
-	contents, err := ioutil.ReadAll(file)
+	contents, err := io.ReadAll(file)
 	if err != nil {
 		return nil, fmt.Errorf("unable to load metrics discovery config file: %v", err)
 	}
diff --git a/pkg/custom-provider/provider.go b/pkg/custom-provider/provider.go
index 4dbe68e6..989042d5 100644
--- a/pkg/custom-provider/provider.go
+++ b/pkg/custom-provider/provider.go
@@ -99,7 +99,7 @@ func (p *prometheusProvider) metricFor(value pmodel.SampleValue, name types.Name
 			Name: info.Metric,
 		},
 		// TODO(directxman12): use the right timestamp
-		Timestamp: metav1.Time{time.Now()},
+		Timestamp: metav1.Time{Time: time.Now()},
 		Value:     *q,
 	}
 
@@ -256,7 +256,7 @@ func (l *cachingMetricsLister) updateMetrics() error {
 		}
 		selectors[sel] = struct{}{}
 		go func() {
-			series, err := l.promClient.Series(context.TODO(), pmodel.Interval{startTime, 0}, sel)
+			series, err := l.promClient.Series(context.TODO(), pmodel.Interval{Start: startTime, End: 0}, sel)
 			if err != nil {
 				errs <- fmt.Errorf("unable to fetch metrics for query %q: %v", sel, err)
 				return
diff --git a/pkg/custom-provider/provider_test.go b/pkg/custom-provider/provider_test.go
index da274baf..9d144004 100644
--- a/pkg/custom-provider/provider_test.go
+++ b/pkg/custom-provider/provider_test.go
@@ -87,7 +87,7 @@ var _ = Describe("Custom Metrics Provider", func() {
 		By("ensuring that no metrics are present before we start listing")
 		Expect(prov.ListAllMetrics()).To(BeEmpty())
 
-		By("setting the acceptible interval to now until the next update, with a bit of wiggle room")
+		By("setting the acceptable interval to now until the next update, with a bit of wiggle room")
 		startTime := pmodel.Now().Add(-1*fakeProviderUpdateInterval - fakeProviderUpdateInterval/10)
 		fakeProm.AcceptableInterval = pmodel.Interval{Start: startTime, End: 0}
 
@@ -98,16 +98,16 @@ var _ = Describe("Custom Metrics Provider", func() {
 
 		By("listing all metrics, and checking that they contain the expected results")
 		Expect(prov.ListAllMetrics()).To(ConsistOf(
-			provider.CustomMetricInfo{schema.GroupResource{Resource: "services"}, true, "ingress_hits"},
-			provider.CustomMetricInfo{schema.GroupResource{Group: "extensions", Resource: "ingresses"}, true, "ingress_hits"},
-			provider.CustomMetricInfo{schema.GroupResource{Resource: "pods"}, true, "ingress_hits"},
-			provider.CustomMetricInfo{schema.GroupResource{Resource: "namespaces"}, false, "ingress_hits"},
-			provider.CustomMetricInfo{schema.GroupResource{Resource: "services"}, true, "service_proxy_packets"},
-			provider.CustomMetricInfo{schema.GroupResource{Resource: "namespaces"}, false, "service_proxy_packets"},
-			provider.CustomMetricInfo{schema.GroupResource{Group: "extensions", Resource: "deployments"}, true, "work_queue_wait"},
-			provider.CustomMetricInfo{schema.GroupResource{Resource: "namespaces"}, false, "work_queue_wait"},
-			provider.CustomMetricInfo{schema.GroupResource{Resource: "namespaces"}, false, "some_usage"},
-			provider.CustomMetricInfo{schema.GroupResource{Resource: "pods"}, true, "some_usage"},
+			provider.CustomMetricInfo{GroupResource: schema.GroupResource{Resource: "services"}, Namespaced: true, Metric: "ingress_hits"},
+			provider.CustomMetricInfo{GroupResource: schema.GroupResource{Group: "extensions", Resource: "ingresses"}, Namespaced: true, Metric: "ingress_hits"},
+			provider.CustomMetricInfo{GroupResource: schema.GroupResource{Resource: "pods"}, Namespaced: true, Metric: "ingress_hits"},
+			provider.CustomMetricInfo{GroupResource: schema.GroupResource{Resource: "namespaces"}, Namespaced: false, Metric: "ingress_hits"},
+			provider.CustomMetricInfo{GroupResource: schema.GroupResource{Resource: "services"}, Namespaced: true, Metric: "service_proxy_packets"},
+			provider.CustomMetricInfo{GroupResource: schema.GroupResource{Resource: "namespaces"}, Namespaced: false, Metric: "service_proxy_packets"},
+			provider.CustomMetricInfo{GroupResource: schema.GroupResource{Group: "extensions", Resource: "deployments"}, Namespaced: true, Metric: "work_queue_wait"},
+			provider.CustomMetricInfo{GroupResource: schema.GroupResource{Resource: "namespaces"}, Namespaced: false, Metric: "work_queue_wait"},
+			provider.CustomMetricInfo{GroupResource: schema.GroupResource{Resource: "namespaces"}, Namespaced: false, Metric: "some_usage"},
+			provider.CustomMetricInfo{GroupResource: schema.GroupResource{Resource: "pods"}, Namespaced: true, Metric: "some_usage"},
 		))
 	})
 })
diff --git a/pkg/custom-provider/series_registry_test.go b/pkg/custom-provider/series_registry_test.go
index b4bbe7cc..09e440a7 100644
--- a/pkg/custom-provider/series_registry_test.go
+++ b/pkg/custom-provider/series_registry_test.go
@@ -84,7 +84,7 @@ var seriesRegistryTestSeries = [][]prom.Series{
 		},
 	},
 	{
-		// guage metrics
+		// gauge metrics
 		{
 			Name:   "node_gigawatts",
 			Labels: pmodel.LabelSet{"kube_node": "somenode"},
@@ -159,7 +159,7 @@ var _ = Describe("Series Registry", func() {
 			// container metrics
 			{
 				title:          "container metrics gauge / multiple resource names",
-				info:           provider.CustomMetricInfo{schema.GroupResource{Resource: "pods"}, true, "some_usage"},
+				info:           provider.CustomMetricInfo{GroupResource: schema.GroupResource{Resource: "pods"}, Namespaced: true, Metric: "some_usage"},
 				namespace:      "somens",
 				resourceNames:  []string{"somepod1", "somepod2"},
 				metricSelector: labels.Everything(),
@@ -168,7 +168,7 @@ var _ = Describe("Series Registry", func() {
 			},
 			{
 				title:          "container metrics counter",
-				info:           provider.CustomMetricInfo{schema.GroupResource{Resource: "pods"}, true, "some_count"},
+				info:           provider.CustomMetricInfo{GroupResource: schema.GroupResource{Resource: "pods"}, Namespaced: true, Metric: "some_count"},
 				namespace:      "somens",
 				resourceNames:  []string{"somepod1", "somepod2"},
 				metricSelector: labels.Everything(),
@@ -177,7 +177,7 @@ var _ = Describe("Series Registry", func() {
 			},
 			{
 				title:          "container metrics seconds counter",
-				info:           provider.CustomMetricInfo{schema.GroupResource{Resource: "pods"}, true, "some_time"},
+				info:           provider.CustomMetricInfo{GroupResource: schema.GroupResource{Resource: "pods"}, Namespaced: true, Metric: "some_time"},
 				namespace:      "somens",
 				resourceNames:  []string{"somepod1", "somepod2"},
 				metricSelector: labels.Everything(),
@@ -187,7 +187,7 @@ var _ = Describe("Series Registry", func() {
 			// namespaced metrics
 			{
 				title:          "namespaced metrics counter / multidimensional (service)",
-				info:           provider.CustomMetricInfo{schema.GroupResource{Resource: "service"}, true, "ingress_hits"},
+				info:           provider.CustomMetricInfo{GroupResource: schema.GroupResource{Resource: "service"}, Namespaced: true, Metric: "ingress_hits"},
 				namespace:      "somens",
 				resourceNames:  []string{"somesvc"},
 				metricSelector: labels.Everything(),
@@ -196,7 +196,7 @@ var _ = Describe("Series Registry", func() {
 			},
 			{
 				title:         "namespaced metrics counter /  multidimensional (service) / selection using labels",
-				info:          provider.CustomMetricInfo{schema.GroupResource{Resource: "service"}, true, "ingress_hits"},
+				info:          provider.CustomMetricInfo{GroupResource: schema.GroupResource{Resource: "service"}, Namespaced: true, Metric: "ingress_hits"},
 				namespace:     "somens",
 				resourceNames: []string{"somesvc"},
 				metricSelector: labels.NewSelector().Add(
@@ -206,7 +206,7 @@ var _ = Describe("Series Registry", func() {
 			},
 			{
 				title:          "namespaced metrics counter / multidimensional (ingress)",
-				info:           provider.CustomMetricInfo{schema.GroupResource{Group: "extensions", Resource: "ingress"}, true, "ingress_hits"},
+				info:           provider.CustomMetricInfo{GroupResource: schema.GroupResource{Group: "extensions", Resource: "ingress"}, Namespaced: true, Metric: "ingress_hits"},
 				namespace:      "somens",
 				resourceNames:  []string{"someingress"},
 				metricSelector: labels.Everything(),
@@ -215,7 +215,7 @@ var _ = Describe("Series Registry", func() {
 			},
 			{
 				title:          "namespaced metrics counter / multidimensional (pod)",
-				info:           provider.CustomMetricInfo{schema.GroupResource{Resource: "pod"}, true, "ingress_hits"},
+				info:           provider.CustomMetricInfo{GroupResource: schema.GroupResource{Resource: "pod"}, Namespaced: true, Metric: "ingress_hits"},
 				namespace:      "somens",
 				resourceNames:  []string{"somepod"},
 				metricSelector: labels.Everything(),
@@ -224,7 +224,7 @@ var _ = Describe("Series Registry", func() {
 			},
 			{
 				title:          "namespaced metrics gauge",
-				info:           provider.CustomMetricInfo{schema.GroupResource{Resource: "service"}, true, "service_proxy_packets"},
+				info:           provider.CustomMetricInfo{GroupResource: schema.GroupResource{Resource: "service"}, Namespaced: true, Metric: "service_proxy_packets"},
 				namespace:      "somens",
 				resourceNames:  []string{"somesvc"},
 				metricSelector: labels.Everything(),
@@ -233,7 +233,7 @@ var _ = Describe("Series Registry", func() {
 			},
 			{
 				title:          "namespaced metrics seconds counter",
-				info:           provider.CustomMetricInfo{schema.GroupResource{Group: "extensions", Resource: "deployment"}, true, "work_queue_wait"},
+				info:           provider.CustomMetricInfo{GroupResource: schema.GroupResource{Group: "extensions", Resource: "deployment"}, Namespaced: true, Metric: "work_queue_wait"},
 				namespace:      "somens",
 				resourceNames:  []string{"somedep"},
 				metricSelector: labels.Everything(),
@@ -243,7 +243,7 @@ var _ = Describe("Series Registry", func() {
 			// non-namespaced series
 			{
 				title:          "root scoped metrics gauge",
-				info:           provider.CustomMetricInfo{schema.GroupResource{Resource: "node"}, false, "node_gigawatts"},
+				info:           provider.CustomMetricInfo{GroupResource: schema.GroupResource{Resource: "node"}, Namespaced: false, Metric: "node_gigawatts"},
 				resourceNames:  []string{"somenode"},
 				metricSelector: labels.Everything(),
 
@@ -251,7 +251,7 @@ var _ = Describe("Series Registry", func() {
 			},
 			{
 				title:          "root scoped metrics counter",
-				info:           provider.CustomMetricInfo{schema.GroupResource{Resource: "persistentvolume"}, false, "volume_claims"},
+				info:           provider.CustomMetricInfo{GroupResource: schema.GroupResource{Resource: "persistentvolume"}, Namespaced: false, Metric: "volume_claims"},
 				resourceNames:  []string{"somepv"},
 				metricSelector: labels.Everything(),
 
@@ -259,7 +259,7 @@ var _ = Describe("Series Registry", func() {
 			},
 			{
 				title:          "root scoped metrics seconds counter",
-				info:           provider.CustomMetricInfo{schema.GroupResource{Resource: "node"}, false, "node_fan"},
+				info:           provider.CustomMetricInfo{GroupResource: schema.GroupResource{Resource: "node"}, Namespaced: false, Metric: "node_fan"},
 				resourceNames:  []string{"somenode"},
 				metricSelector: labels.Everything(),
 
@@ -281,23 +281,23 @@ var _ = Describe("Series Registry", func() {
 
 		It("should list all metrics", func() {
 			Expect(registry.ListAllMetrics()).To(ConsistOf(
-				provider.CustomMetricInfo{schema.GroupResource{Resource: "pods"}, true, "some_count"},
-				provider.CustomMetricInfo{schema.GroupResource{Resource: "namespaces"}, false, "some_count"},
-				provider.CustomMetricInfo{schema.GroupResource{Resource: "pods"}, true, "some_time"},
-				provider.CustomMetricInfo{schema.GroupResource{Resource: "namespaces"}, false, "some_time"},
-				provider.CustomMetricInfo{schema.GroupResource{Resource: "pods"}, true, "some_usage"},
-				provider.CustomMetricInfo{schema.GroupResource{Resource: "namespaces"}, false, "some_usage"},
-				provider.CustomMetricInfo{schema.GroupResource{Resource: "services"}, true, "ingress_hits"},
-				provider.CustomMetricInfo{schema.GroupResource{Group: "extensions", Resource: "ingresses"}, true, "ingress_hits"},
-				provider.CustomMetricInfo{schema.GroupResource{Resource: "pods"}, true, "ingress_hits"},
-				provider.CustomMetricInfo{schema.GroupResource{Resource: "namespaces"}, false, "ingress_hits"},
-				provider.CustomMetricInfo{schema.GroupResource{Resource: "services"}, true, "service_proxy_packets"},
-				provider.CustomMetricInfo{schema.GroupResource{Resource: "namespaces"}, false, "service_proxy_packets"},
-				provider.CustomMetricInfo{schema.GroupResource{Group: "extensions", Resource: "deployments"}, true, "work_queue_wait"},
-				provider.CustomMetricInfo{schema.GroupResource{Resource: "namespaces"}, false, "work_queue_wait"},
-				provider.CustomMetricInfo{schema.GroupResource{Resource: "nodes"}, false, "node_gigawatts"},
-				provider.CustomMetricInfo{schema.GroupResource{Resource: "persistentvolumes"}, false, "volume_claims"},
-				provider.CustomMetricInfo{schema.GroupResource{Resource: "nodes"}, false, "node_fan"},
+				provider.CustomMetricInfo{GroupResource: schema.GroupResource{Resource: "pods"}, Namespaced: true, Metric: "some_count"},
+				provider.CustomMetricInfo{GroupResource: schema.GroupResource{Resource: "namespaces"}, Namespaced: false, Metric: "some_count"},
+				provider.CustomMetricInfo{GroupResource: schema.GroupResource{Resource: "pods"}, Namespaced: true, Metric: "some_time"},
+				provider.CustomMetricInfo{GroupResource: schema.GroupResource{Resource: "namespaces"}, Namespaced: false, Metric: "some_time"},
+				provider.CustomMetricInfo{GroupResource: schema.GroupResource{Resource: "pods"}, Namespaced: true, Metric: "some_usage"},
+				provider.CustomMetricInfo{GroupResource: schema.GroupResource{Resource: "namespaces"}, Namespaced: false, Metric: "some_usage"},
+				provider.CustomMetricInfo{GroupResource: schema.GroupResource{Resource: "services"}, Namespaced: true, Metric: "ingress_hits"},
+				provider.CustomMetricInfo{GroupResource: schema.GroupResource{Group: "extensions", Resource: "ingresses"}, Namespaced: true, Metric: "ingress_hits"},
+				provider.CustomMetricInfo{GroupResource: schema.GroupResource{Resource: "pods"}, Namespaced: true, Metric: "ingress_hits"},
+				provider.CustomMetricInfo{GroupResource: schema.GroupResource{Resource: "namespaces"}, Namespaced: false, Metric: "ingress_hits"},
+				provider.CustomMetricInfo{GroupResource: schema.GroupResource{Resource: "services"}, Namespaced: true, Metric: "service_proxy_packets"},
+				provider.CustomMetricInfo{GroupResource: schema.GroupResource{Resource: "namespaces"}, Namespaced: false, Metric: "service_proxy_packets"},
+				provider.CustomMetricInfo{GroupResource: schema.GroupResource{Group: "extensions", Resource: "deployments"}, Namespaced: true, Metric: "work_queue_wait"},
+				provider.CustomMetricInfo{GroupResource: schema.GroupResource{Resource: "namespaces"}, Namespaced: false, Metric: "work_queue_wait"},
+				provider.CustomMetricInfo{GroupResource: schema.GroupResource{Resource: "nodes"}, Namespaced: false, Metric: "node_gigawatts"},
+				provider.CustomMetricInfo{GroupResource: schema.GroupResource{Resource: "persistentvolumes"}, Namespaced: false, Metric: "volume_claims"},
+				provider.CustomMetricInfo{GroupResource: schema.GroupResource{Resource: "nodes"}, Namespaced: false, Metric: "node_fan"},
 			))
 		})
 	})
diff --git a/pkg/external-provider/basic_metric_lister.go b/pkg/external-provider/basic_metric_lister.go
index 4afef158..ea8adeb6 100644
--- a/pkg/external-provider/basic_metric_lister.go
+++ b/pkg/external-provider/basic_metric_lister.go
@@ -100,7 +100,7 @@ func (l *basicMetricLister) ListAllMetrics() (MetricUpdateResult, error) {
 		}
 		selectors[sel] = struct{}{}
 		go func() {
-			series, err := l.promClient.Series(context.TODO(), pmodel.Interval{startTime, 0}, sel)
+			series, err := l.promClient.Series(context.TODO(), pmodel.Interval{Start: startTime, End: 0}, sel)
 			if err != nil {
 				errs <- fmt.Errorf("unable to fetch metrics for query %q: %v", sel, err)
 				return
diff --git a/pkg/external-provider/external_series_registry.go b/pkg/external-provider/external_series_registry.go
index bdc6ea9d..e58475a8 100644
--- a/pkg/external-provider/external_series_registry.go
+++ b/pkg/external-provider/external_series_registry.go
@@ -103,7 +103,6 @@ func (r *externalSeriesRegistry) filterAndStoreMetrics(result MetricUpdateResult
 
 	r.metrics = apiMetricsCache
 	r.metricsInfo = rawMetricsCache
-
 }
 
 func (r *externalSeriesRegistry) ListAllMetrics() []provider.ExternalMetricInfo {
diff --git a/pkg/external-provider/metric_converter.go b/pkg/external-provider/metric_converter.go
index 34911765..9e7863df 100644
--- a/pkg/external-provider/metric_converter.go
+++ b/pkg/external-provider/metric_converter.go
@@ -61,7 +61,7 @@ func (c *metricConverter) convertSample(info provider.ExternalMetricInfo, sample
 	singleMetric := external_metrics.ExternalMetricValue{
 		MetricName: info.Metric,
 		Timestamp: metav1.Time{
-			sample.Timestamp.Time(),
+			Time: sample.Timestamp.Time(),
 		},
 		Value:        *resource.NewMilliQuantity(int64(sample.Value*1000.0), resource.DecimalSI),
 		MetricLabels: labels,
@@ -133,7 +133,7 @@ func (c *metricConverter) convertScalar(info provider.ExternalMetricInfo, queryR
 			{
 				MetricName: info.Metric,
 				Timestamp: metav1.Time{
-					toConvert.Timestamp.Time(),
+					Time: toConvert.Timestamp.Time(),
 				},
 				Value: *resource.NewMilliQuantity(int64(toConvert.Value*1000.0), resource.DecimalSI),
 			},
diff --git a/pkg/external-provider/periodic_metric_lister.go b/pkg/external-provider/periodic_metric_lister.go
index 5a719490..b7320e26 100644
--- a/pkg/external-provider/periodic_metric_lister.go
+++ b/pkg/external-provider/periodic_metric_lister.go
@@ -69,9 +69,9 @@ func (l *periodicMetricLister) updateMetrics() error {
 		return err
 	}
 
-	//Cache the result.
+	// Cache the result.
 	l.mostRecentResult = result
-	//Let our listeners know we've got new data ready for them.
+	// Let our listeners know we've got new data ready for them.
 	l.notifyListeners()
 	return nil
 }
@@ -85,5 +85,7 @@ func (l *periodicMetricLister) notifyListeners() {
 }
 
 func (l *periodicMetricLister) UpdateNow() {
-	l.updateMetrics()
+	if err := l.updateMetrics(); err != nil {
+		utilruntime.HandleError(err)
+	}
 }
diff --git a/pkg/naming/lbl_res.go b/pkg/naming/lbl_res.go
index 17e93fd2..59bee000 100644
--- a/pkg/naming/lbl_res.go
+++ b/pkg/naming/lbl_res.go
@@ -22,7 +22,6 @@ import (
 	"regexp"
 	"text/template"
 
-	apimeta "k8s.io/apimachinery/pkg/api/meta"
 	"k8s.io/apimachinery/pkg/runtime/schema"
 
 	pmodel "github.com/prometheus/common/model"
@@ -34,7 +33,6 @@ type labelGroupResExtractor struct {
 
 	resourceInd int
 	groupInd    *int
-	mapper      apimeta.RESTMapper
 }
 
 // newLabelGroupResExtractor creates a new labelGroupResExtractor for labels whose form
@@ -42,7 +40,10 @@ type labelGroupResExtractor struct {
 // so anything in the template which limits resource or group name length will cause issues.
 func newLabelGroupResExtractor(labelTemplate *template.Template) (*labelGroupResExtractor, error) {
 	labelRegexBuff := new(bytes.Buffer)
-	if err := labelTemplate.Execute(labelRegexBuff, schema.GroupResource{"(?P<group>.+?)", "(?P<resource>.+?)"}); err != nil {
+	if err := labelTemplate.Execute(labelRegexBuff, schema.GroupResource{
+		Group:    "(?P<group>.+?)",
+		Resource: "(?P<resource>.+?)"},
+	); err != nil {
 		return nil, fmt.Errorf("unable to convert label template to matcher: %v", err)
 	}
 	if labelRegexBuff.Len() == 0 {
diff --git a/pkg/naming/metric_namer.go b/pkg/naming/metric_namer.go
index f2d7213d..dc241290 100644
--- a/pkg/naming/metric_namer.go
+++ b/pkg/naming/metric_namer.go
@@ -194,13 +194,14 @@ func NamersFromConfig(cfg []config.DiscoveryRule, mapper apimeta.RESTMapper) ([]
 		if nameAs == "" {
 			// check if we have an obvious default
 			subexpNames := nameMatches.SubexpNames()
-			if len(subexpNames) == 1 {
+			switch len(subexpNames) {
+			case 1:
 				// no capture groups, use the whole thing
 				nameAs = "$0"
-			} else if len(subexpNames) == 2 {
+			case 2:
 				// one capture group, use that
 				nameAs = "$1"
-			} else {
+			default:
 				return nil, fmt.Errorf("must specify an 'as' value for name matcher %q associated with series query %q", rule.Name.Matches, rule.SeriesQuery)
 			}
 		}
diff --git a/pkg/naming/metrics_query.go b/pkg/naming/metrics_query.go
index 7aa89c0d..13b0bf03 100644
--- a/pkg/naming/metrics_query.go
+++ b/pkg/naming/metrics_query.go
@@ -283,9 +283,8 @@ func (q *metricsQuery) processQueryParts(queryParts []queryPart) ([]string, map[
 }
 
 func (q *metricsQuery) selectMatcher(operator selection.Operator, values []string) (func(string, string) string, error) {
-
-	numValues := len(values)
-	if numValues == 0 {
+	switch len(values) {
+	case 0:
 		switch operator {
 		case selection.Exists:
 			return prom.LabelNeq, nil
@@ -294,7 +293,7 @@ func (q *metricsQuery) selectMatcher(operator selection.Operator, values []strin
 		case selection.Equals, selection.DoubleEquals, selection.NotEquals, selection.In, selection.NotIn:
 			return nil, ErrMalformedQuery
 		}
-	} else if numValues == 1 {
+	case 1:
 		switch operator {
 		case selection.Equals, selection.DoubleEquals:
 			return prom.LabelEq, nil
@@ -305,7 +304,7 @@ func (q *metricsQuery) selectMatcher(operator selection.Operator, values []strin
 		case selection.DoesNotExist, selection.NotIn:
 			return prom.LabelNotMatches, nil
 		}
-	} else {
+	default:
 		// Since labels can only have one value, providing multiple
 		// values results in a regex match, even if that's not what the user
 		// asked for.
@@ -321,8 +320,8 @@ func (q *metricsQuery) selectMatcher(operator selection.Operator, values []strin
 }
 
 func (q *metricsQuery) selectTargetValue(operator selection.Operator, values []string) (string, error) {
-	numValues := len(values)
-	if numValues == 0 {
+	switch len(values) {
+	case 0:
 		switch operator {
 		case selection.Exists, selection.DoesNotExist:
 			// Return an empty string when values are equal to 0
@@ -334,7 +333,7 @@ func (q *metricsQuery) selectTargetValue(operator selection.Operator, values []s
 		case selection.Equals, selection.DoubleEquals, selection.NotEquals, selection.In, selection.NotIn:
 			return "", ErrMalformedQuery
 		}
-	} else if numValues == 1 {
+	case 1:
 		switch operator {
 		case selection.Equals, selection.DoubleEquals, selection.NotEquals, selection.In, selection.NotIn:
 			// Pass the value through as-is.
@@ -347,7 +346,7 @@ func (q *metricsQuery) selectTargetValue(operator selection.Operator, values []s
 		case selection.Exists, selection.DoesNotExist:
 			return "", ErrQueryUnsupportedValues
 		}
-	} else {
+	default:
 		switch operator {
 		case selection.Equals, selection.DoubleEquals, selection.NotEquals, selection.In, selection.NotIn:
 			// Pass the value through as-is.
diff --git a/pkg/resourceprovider/provider.go b/pkg/resourceprovider/provider.go
index ff274092..a56f4d43 100644
--- a/pkg/resourceprovider/provider.go
+++ b/pkg/resourceprovider/provider.go
@@ -72,7 +72,6 @@ func newResourceQuery(cfg config.ResourceRule, mapper apimeta.RESTMapper) (resou
 		nodeQuery:      nodeQuery,
 		containerLabel: cfg.ContainerLabel,
 	}, nil
-
 }
 
 // resourceQuery represents query information for querying resource metrics for some resource,