diff --git a/.gitignore b/.gitignore
index 60ed3d6910d..ee0861343f0 100644
--- a/.gitignore
+++ b/.gitignore
@@ -17,3 +17,4 @@ docs/themes
 docs/package-lock.json
 pkg/skaffold/color/debug.test
 cmd/skaffold/app/cmd/statik/statik.go
+cmd/skaffold/app/secret/statik/statik.go
diff --git a/cmd/skaffold/app/cmd/schema/print_test.go b/cmd/skaffold/app/cmd/schema/print_test.go
index 79c4879547d..85e6889895d 100644
--- a/cmd/skaffold/app/cmd/schema/print_test.go
+++ b/cmd/skaffold/app/cmd/schema/print_test.go
@@ -18,45 +18,15 @@ package schema
 
 import (
 	"bytes"
-	"io"
 	"net/http"
-	"os"
 	"testing"
 
 	"github.com/GoogleContainerTools/skaffold/cmd/skaffold/app/cmd/statik"
 	"github.com/GoogleContainerTools/skaffold/testutil"
 )
 
-type fakeFileSystem struct {
-	Files map[string][]byte
-}
-
-type fakeFile struct {
-	http.File
-	content io.Reader
-}
-
-func (f *fakeFileSystem) Open(name string) (http.File, error) {
-	content, found := f.Files[name]
-	if !found {
-		return nil, os.ErrNotExist
-	}
-
-	return &fakeFile{
-		content: bytes.NewBuffer(content),
-	}, nil
-}
-
-func (f *fakeFile) Read(p []byte) (n int, err error) {
-	return f.content.Read(p)
-}
-
-func (f *fakeFile) Close() error {
-	return nil
-}
-
 func TestPrint(t *testing.T) {
-	fs := &fakeFileSystem{
+	fs := &testutil.FakeFileSystem{
 		Files: map[string][]byte{
 			"/schemas/v1.json": []byte("{SCHEMA}"),
 		},
diff --git a/cmd/skaffold/app/secret/statik/fs.go b/cmd/skaffold/app/secret/statik/fs.go
new file mode 100644
index 00000000000..d88bd312d61
--- /dev/null
+++ b/cmd/skaffold/app/secret/statik/fs.go
@@ -0,0 +1,17 @@
+/*
+Copyright 2020 The Skaffold 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.
+*/
+
+package statik
diff --git a/go.mod b/go.mod
index 168cc29bf72..e01080676e5 100644
--- a/go.mod
+++ b/go.mod
@@ -15,8 +15,10 @@ replace (
 
 require (
 	4d63.com/tz v1.1.0
+	cloud.google.com/go v0.72.0 // indirect
 	cloud.google.com/go/storage v1.10.0
 	github.com/AlecAivazis/survey/v2 v2.0.5
+	github.com/GoogleCloudPlatform/opentelemetry-operations-go/exporter/metric v0.13.0
 	github.com/Microsoft/go-winio v0.4.15 // indirect
 	github.com/blang/semver v3.5.1+incompatible
 	github.com/bmatcuk/doublestar v1.2.4
@@ -37,7 +39,7 @@ require (
 	github.com/golang/glog v0.0.0-20160126235308-23def4e6c14b
 	github.com/golang/groupcache v0.0.0-20200121045136-8c9f03a8e57e
 	github.com/golang/protobuf v1.4.3
-	github.com/google/go-cmp v0.5.2
+	github.com/google/go-cmp v0.5.4
 	github.com/google/go-containerregistry v0.1.4
 	github.com/google/go-github v17.0.0+incompatible
 	github.com/google/martian v2.1.1-0.20190517191504-25dcb96d9e51+incompatible // indirect
@@ -67,15 +69,19 @@ require (
 	github.com/tektoncd/pipeline v0.5.1-0.20190731183258-9d7e37e85bf8
 	github.com/xeipuuv/gojsonschema v1.2.0
 	golang.org/x/crypto v0.0.0-20201117144127-c1f2f97bffc9
+	go.opentelemetry.io/otel v0.13.0
+	go.opentelemetry.io/otel/sdk v0.13.0
 	golang.org/x/mod v0.3.0
-	golang.org/x/oauth2 v0.0.0-20200902213428-5d25da1a8d43
+	golang.org/x/net v0.0.0-20201202161906-c7110b5ffcbb // indirect
+	golang.org/x/oauth2 v0.0.0-20201109201403-9fd604954f58
 	golang.org/x/sync v0.0.0-20201020160332-67f06af15bc9
 	golang.org/x/sys v0.0.0-20201015000850-e3ed0017c211
 	golang.org/x/term v0.0.0-20201117132131-f5c789dd3221
 	gomodules.xyz/jsonpatch/v2 v2.1.0 // indirect
-	google.golang.org/api v0.34.0
-	google.golang.org/genproto v0.0.0-20201022181438-0ff5f38871d5
-	google.golang.org/grpc v1.33.1
+	google.golang.org/api v0.35.0
+	google.golang.org/appengine v1.6.7 // indirect
+	google.golang.org/genproto v0.0.0-20201202151023-55d61f90c1ce
+	google.golang.org/grpc v1.33.2
 	gopkg.in/AlecAivazis/survey.v1 v1.8.8
 	gopkg.in/yaml.v2 v2.3.0
 	gopkg.in/yaml.v3 v3.0.0-20200615113413-eeeca48fe776
diff --git a/go.sum b/go.sum
index b3a1d49fb28..3278006c9b1 100644
--- a/go.sum
+++ b/go.sum
@@ -26,6 +26,8 @@ cloud.google.com/go v0.57.0/go.mod h1:oXiQ6Rzq3RAkkY7N6t3TcE6jE+CIBBbA36lwQ1JyzZ
 cloud.google.com/go v0.62.0/go.mod h1:jmCYTdRCQuc1PHIIJ/maLInMho30T/Y0M4hTdTShOYc=
 cloud.google.com/go v0.65.0 h1:Dg9iHVQfrhq82rUNu9ZxUDrJLaxFUe/HlCVaLyRruq8=
 cloud.google.com/go v0.65.0/go.mod h1:O5N8zS7uWy9vkA9vayVHs65eM1ubvY4h553ofrNHObY=
+cloud.google.com/go v0.72.0 h1:eWRCuwubtDrCJG0oSUMgnsbD4CmPFQF2ei4OFbXvwww=
+cloud.google.com/go v0.72.0/go.mod h1:M+5Vjvlc2wnp6tjzE102Dw08nGShTscUx2nZMufOKPI=
 cloud.google.com/go/bigquery v1.0.1/go.mod h1:i/xbL2UlR5RvWAURpBYZTtm/cXjCha9lbfbpx4poX+o=
 cloud.google.com/go/bigquery v1.3.0/go.mod h1:PjpwJnslEMmckchkHFfq+HTD2DmtT67aNFKH1/VBDHE=
 cloud.google.com/go/bigquery v1.4.0/go.mod h1:S8dzgnTigyfTmLBfrtrhyYhwRxG72rYxvftPBK2Dvzc=
@@ -116,10 +118,15 @@ github.com/Azure/go-autorest/tracing v0.6.0/go.mod h1:+vhtPC754Xsa23ID7GlGsrdKBp
 github.com/BurntSushi/toml v0.3.1 h1:WXkYYl6Yr3qBf1K79EBnL4mak0OimBfB0XUf9Vl28OQ=
 github.com/BurntSushi/toml v0.3.1/go.mod h1:xHWCNGjB5oqiDr8zfno3MHue2Ht5sIBksp03qcyfWMU=
 github.com/BurntSushi/xgb v0.0.0-20160522181843-27f122750802/go.mod h1:IVnqGOEym/WlBOVXweHU+Q+/VP0lqqI8lqeDx9IjBqo=
+github.com/DataDog/sketches-go v0.0.1 h1:RtG+76WKgZuz6FIaGsjoPePmadDBkuD/KC6+ZWu78b8=
+github.com/DataDog/sketches-go v0.0.1/go.mod h1:Q5DbzQ+3AkgGwymQO7aZFNP7ns2lZKGtvRBzRXfdi60=
 github.com/Djarvur/go-err113 v0.0.0-20200410182137-af658d038157/go.mod h1:4UJr5HIiMZrwgkSPdsjy2uOQExX/WEILpIrO9UPGuXs=
 github.com/Djarvur/go-err113 v0.1.0/go.mod h1:4UJr5HIiMZrwgkSPdsjy2uOQExX/WEILpIrO9UPGuXs=
 github.com/GoogleCloudPlatform/cloudsql-proxy v0.0.0-20191009163259-e802c2cb94ae/go.mod h1:mjwGPas4yKduTyubHvD1Atl9r1rUq8DfVy+gkVvZ+oo=
 github.com/GoogleCloudPlatform/k8s-cloud-provider v0.0.0-20190822182118-27a4ced34534/go.mod h1:iroGtC8B3tQiqtds1l+mgk/BBOrxbqjH+eUfFQYRc14=
+github.com/GoogleCloudPlatform/opentelemetry-operations-go v0.13.0 h1:Gx9IxOjR9ug5Ad8YbafxJ6N2g6oDj/Q419tYHdd1od4=
+github.com/GoogleCloudPlatform/opentelemetry-operations-go/exporter/metric v0.13.0 h1:RbaN+/fPE1Rv/ZC/Z1vcD/qsd4XyYmzlTRqIPXnCAE0=
+github.com/GoogleCloudPlatform/opentelemetry-operations-go/exporter/metric v0.13.0/go.mod h1:8MmJ2gqHtCH9fdAkpsnSYPdgn47SXsBodhYk6JfzA3M=
 github.com/Knetic/govaluate v3.0.1-0.20171022003610-9aa49832a739+incompatible/go.mod h1:r7JcOSlj0wfOMncg0iLm8Leh48TZaKVeNIfJntJ2wa0=
 github.com/MakeNowJust/heredoc v0.0.0-20170808103936-bb23615498cd h1:sjQovDkwrZp8u+gxLtPgKGjk5hCxuy2hrRejBTA9xFU=
 github.com/MakeNowJust/heredoc v0.0.0-20170808103936-bb23615498cd/go.mod h1:64YHyfSL2R96J44Nlwm39UHepQbyR5q10x7iYa1ks2E=
@@ -203,6 +210,8 @@ github.com/aws/aws-sdk-go v1.31.6/go.mod h1:5zCpMtNQVjRREroY7sYe8lOMRSxkhG6MZveU
 github.com/aws/aws-sdk-go v1.31.12/go.mod h1:5zCpMtNQVjRREroY7sYe8lOMRSxkhG6MZveU8YkpAk0=
 github.com/aws/aws-sdk-go-v2 v0.18.0/go.mod h1:JWVYvqSMppoMJC0x5wdwiImzgXTI9FuZwxzkQq9wy+g=
 github.com/aybabtme/rgbterm v0.0.0-20170906152045-cc83f3b3ce59/go.mod h1:q/89r3U2H7sSsE2t6Kca0lfwTK8JdoNGS/yzM/4iH5I=
+github.com/benbjohnson/clock v1.0.3 h1:vkLuvpK4fmtSCuo60+yC63p7y0BmQ8gm5ZXGuBCJyXg=
+github.com/benbjohnson/clock v1.0.3/go.mod h1:bGMdMPoPVvcYyt1gHDf4J2KE153Yf9BuiUKYMaxlTDM=
 github.com/beorn7/perks v0.0.0-20160804104726-4c0e84591b9a/go.mod h1:Dwedo/Wpr24TaqPxmxbtue+5NUziq4I4S80YR8gNf3Q=
 github.com/beorn7/perks v0.0.0-20180321164747-3a771d992973/go.mod h1:Dwedo/Wpr24TaqPxmxbtue+5NUziq4I4S80YR8gNf3Q=
 github.com/beorn7/perks v1.0.0/go.mod h1:KWe93zE9D1o94FZ5RNwFwVgaQK1VOXiVxmqh+CedLV8=
@@ -599,6 +608,10 @@ github.com/google/go-cmp v0.5.0/go.mod h1:v8dTdLbMG2kIc/vJvl+f65V22dbkXbowE6jgT/
 github.com/google/go-cmp v0.5.1/go.mod h1:v8dTdLbMG2kIc/vJvl+f65V22dbkXbowE6jgT/gNBxE=
 github.com/google/go-cmp v0.5.2 h1:X2ev0eStA3AbceY54o37/0PQ/UWqKEiiO2dKL5OPaFM=
 github.com/google/go-cmp v0.5.2/go.mod h1:v8dTdLbMG2kIc/vJvl+f65V22dbkXbowE6jgT/gNBxE=
+github.com/google/go-cmp v0.5.3 h1:x95R7cp+rSeeqAMI2knLtQ0DKlaBhv2NrtrOvafPHRo=
+github.com/google/go-cmp v0.5.3/go.mod h1:v8dTdLbMG2kIc/vJvl+f65V22dbkXbowE6jgT/gNBxE=
+github.com/google/go-cmp v0.5.4 h1:L8R9j+yAqZuZjsqh/z+F1NCffTKKLShY6zXTItVIZ8M=
+github.com/google/go-cmp v0.5.4/go.mod h1:v8dTdLbMG2kIc/vJvl+f65V22dbkXbowE6jgT/gNBxE=
 github.com/google/go-containerregistry v0.0.0-20191010200024-a3d713f9b7f8/go.mod h1:KyKXa9ciM8+lgMXwOVsXi7UxGrsf9mM61Mzs+xKUrKE=
 github.com/google/go-containerregistry v0.0.0-20200311163244-4b1985e5ea21/go.mod h1:m8YvHwSOuBCq25yrj1DaX/fIMrv6ec3CNg8jY8+5PEA=
 github.com/google/go-containerregistry v0.1.2/go.mod h1:GPivBPgdAyd2SU+vf6EpsgOtWDuPqjW0hJZt4rNdTZ4=
@@ -623,6 +636,7 @@ github.com/google/mako v0.0.0-20190821191249-122f8dcef9e3/go.mod h1:YzLcVlL+NqWn
 github.com/google/martian v2.1.0+incompatible/go.mod h1:9I4somxYTbIHy5NJKHRl3wXiIaQGbYVAs8BPL6v8lEs=
 github.com/google/martian v2.1.1-0.20190517191504-25dcb96d9e51+incompatible/go.mod h1:9I4somxYTbIHy5NJKHRl3wXiIaQGbYVAs8BPL6v8lEs=
 github.com/google/martian/v3 v3.0.0/go.mod h1:y5Zk1BBys9G+gd6Jrk0W3cC1+ELVxBWuIGO+w/tUAp0=
+github.com/google/martian/v3 v3.1.0/go.mod h1:y5Zk1BBys9G+gd6Jrk0W3cC1+ELVxBWuIGO+w/tUAp0=
 github.com/google/pprof v0.0.0-20181206194817-3ea8567a2e57/go.mod h1:zfwlbNMJ+OItoe0UupaVj+oy1omPYYDuagoSzA8v9mc=
 github.com/google/pprof v0.0.0-20190515194954-54271f7e092f/go.mod h1:zfwlbNMJ+OItoe0UupaVj+oy1omPYYDuagoSzA8v9mc=
 github.com/google/pprof v0.0.0-20191218002539-d4f498aebedc/go.mod h1:ZgVRPoUq/hfqzAqh7sHMqb3I9Rq5C59dIz2SbBwJ4eM=
@@ -630,6 +644,7 @@ github.com/google/pprof v0.0.0-20200212024743-f11f1df84d12/go.mod h1:ZgVRPoUq/hf
 github.com/google/pprof v0.0.0-20200229191704-1ebb73c60ed3/go.mod h1:ZgVRPoUq/hfqzAqh7sHMqb3I9Rq5C59dIz2SbBwJ4eM=
 github.com/google/pprof v0.0.0-20200430221834-fc25d7d30c6d/go.mod h1:ZgVRPoUq/hfqzAqh7sHMqb3I9Rq5C59dIz2SbBwJ4eM=
 github.com/google/pprof v0.0.0-20200708004538-1a94d8640e99/go.mod h1:ZgVRPoUq/hfqzAqh7sHMqb3I9Rq5C59dIz2SbBwJ4eM=
+github.com/google/pprof v0.0.0-20201023163331-3e6fc7fc9c4c/go.mod h1:kpwsk12EmLew5upagYY7GY0pfYCcupk39gWOCRROcvE=
 github.com/google/renameio v0.1.0/go.mod h1:KWCgfxg9yswjAJkECMjeO8J8rahYeXnNhOm40UhjYkI=
 github.com/google/rpmpack v0.0.0-20191226140753-aa36bfddb3a0/go.mod h1:RaTPr0KUf2K7fnZYLNDrr8rxAamWs3iNywJLtQ2AzBg=
 github.com/google/shlex v0.0.0-20191202100458-e7afc7fbc510/go.mod h1:pupxD2MaaD3pAXIBCelhxNneeOaAeabZDe5s4K6zSpQ=
@@ -648,6 +663,8 @@ github.com/googleapis/gax-go/v2 v2.0.5 h1:sjZBwGj9Jlw33ImPtvFviGYvseOtDM7hkSKB7+
 github.com/googleapis/gax-go/v2 v2.0.5/go.mod h1:DWXyrwAJ9X0FpwwEdw+IPEYBICEFu5mhpdKc/us6bOk=
 github.com/googleapis/gnostic v0.4.1 h1:DLJCy1n/vrD4HPjOvYcT8aYQXpPIzoRZONaYwyycI+I=
 github.com/googleapis/gnostic v0.4.1/go.mod h1:LRhVm6pbyptWbWbuZ38d1eyptfvIytN3ir6b65WBswg=
+github.com/googleinterns/cloud-operations-api-mock v0.0.0-20200709193332-a1e58c29bdd3 h1:eHv/jVY/JNop1xg2J9cBb4EzyMpWZoNCP1BslSAIkOI=
+github.com/googleinterns/cloud-operations-api-mock v0.0.0-20200709193332-a1e58c29bdd3/go.mod h1:h/KNeRx7oYU4SpA4SoY7W2/NxDKEEVuwA6j9A27L4OI=
 github.com/gookit/color v1.2.4/go.mod h1:AhIE+pS6D4Ql0SQWbBeXPHw7gY0/sjHoA4s/n1KB7xg=
 github.com/gophercloud/gophercloud v0.1.0/go.mod h1:vxM41WHh5uqHVBMZHzuwNOHh8XEoIEcSTewFxm1c5g8=
 github.com/gopherjs/gopherjs v0.0.0-20181017120253-0766667cb4d1/go.mod h1:wJfORRmW1u3UXTncJ5qlYoELFm8eSnnEO6hX4iZ3EWY=
@@ -723,6 +740,7 @@ github.com/hinshun/vt10x v0.0.0-20180616224451-1954e6464174/go.mod h1:DqJ97dSdRW
 github.com/hpcloud/tail v1.0.0/go.mod h1:ab1qPbhIpdTxEkNHXyeSf5vhxWSCs/tWer42PpOxQnU=
 github.com/hudl/fargo v1.3.0/go.mod h1:y3CKSmjA+wD2gak7sUSXTAoopbhU08POFhmITJgmKTg=
 github.com/ianlancetaylor/demangle v0.0.0-20181102032728-5e5cf60278f6/go.mod h1:aSSvb/t6k1mPoxDqO4vJh6VOCGPwU4O0C2/Eqndh1Sc=
+github.com/ianlancetaylor/demangle v0.0.0-20200824232613-28f6c0f3b639/go.mod h1:aSSvb/t6k1mPoxDqO4vJh6VOCGPwU4O0C2/Eqndh1Sc=
 github.com/imdario/mergo v0.3.5/go.mod h1:2EnlNZ0deacrJVfApfmtdGgDfMuh/nq6Ok1EcJh5FfA=
 github.com/imdario/mergo v0.3.8/go.mod h1:2EnlNZ0deacrJVfApfmtdGgDfMuh/nq6Ok1EcJh5FfA=
 github.com/imdario/mergo v0.3.9 h1:UauaLniWCFHWd+Jp9oCEkTBj8VO/9DKg3PV3VCNMDIg=
@@ -1251,6 +1269,15 @@ go.opencensus.io v0.22.4-0.20200608061201-1901b56b9515/go.mod h1:yxeiOL68Rb0Xd1d
 go.opencensus.io v0.22.4/go.mod h1:yxeiOL68Rb0Xd1ddK5vPZ/oVn4vY4Ynel7k9FzqtOIw=
 go.opencensus.io v0.22.5 h1:dntmOdLpSpHlVqbW5Eay97DelsZHe+55D+xC6i0dDS0=
 go.opencensus.io v0.22.5/go.mod h1:5pWMHQbX5EPX2/62yrJeAkowc+lfs/XD7Uxpq3pI6kk=
+go.opentelemetry.io v0.1.0 h1:EANZoRCOP+A3faIlw/iN6YEWoYb1vleZRKm1EvH8T48=
+go.opentelemetry.io/otel v0.13.0 h1:2isEnyzjjJZq6r2EKMsFj4TxiQiexsM04AVhwbR/oBA=
+go.opentelemetry.io/otel v0.13.0/go.mod h1:dlSNewoRYikTkotEnxdmuBHgzT+k/idJSfDv/FxEnOY=
+go.opentelemetry.io/otel v0.14.0 h1:YFBEfjCk9MTjaytCNSUkp9Q8lF7QJezA06T71FbQxLQ=
+go.opentelemetry.io/otel v0.14.0/go.mod h1:vH5xEuwy7Rts0GNtsCW3HYQoZDY+OmBJ6t1bFGGlxgw=
+go.opentelemetry.io/otel/sdk v0.13.0 h1:4VCfpKamZ8GtnepXxMRurSpHpMKkcxhtO33z1S4rGDQ=
+go.opentelemetry.io/otel/sdk v0.13.0/go.mod h1:dKvLH8Uu8LcEPlSAUsfW7kMGaJBhk/1NYvpPZ6wIMbU=
+go.opentelemetry.io/otel/sdk v0.14.0 h1:Pqgd85y5XhyvHQlOxkKW+FD4DAX7AoeaNIDKC2VhfHQ=
+go.opentelemetry.io/otel/sdk v0.14.0/go.mod h1:kGO5pEMSNqSJppHAm8b73zztLxB5fgDQnD56/dl5xqE=
 go.starlark.net v0.0.0-20190528202925-30ae18b8564f/go.mod h1:c1/X6cHgvdXj6pUlmWKMkuqRnW4K8x2vwt6JAaaircg=
 go.starlark.net v0.0.0-20200306205701-8dd3e2ee1dd5/go.mod h1:nmDLcffg48OtT/PSW0Hg7FvpRQsQh5OSqIylirxKC7o=
 go.uber.org/atomic v1.3.2/go.mod h1:gD2HeocX3+yG+ygLZcrzQJaqmWj9AIm7n08wl/qW/PE=
@@ -1384,11 +1411,16 @@ golang.org/x/net v0.0.0-20200506145744-7e3656a0809f/go.mod h1:qpuaurCH72eLCgpAm/
 golang.org/x/net v0.0.0-20200513185701-a91f0712d120/go.mod h1:qpuaurCH72eLCgpAm/N6yyVIVM9cpaDIP3A8BGJEC5A=
 golang.org/x/net v0.0.0-20200520004742-59133d7f0dd7/go.mod h1:qpuaurCH72eLCgpAm/N6yyVIVM9cpaDIP3A8BGJEC5A=
 golang.org/x/net v0.0.0-20200520182314-0ba52f642ac2/go.mod h1:qpuaurCH72eLCgpAm/N6yyVIVM9cpaDIP3A8BGJEC5A=
+golang.org/x/net v0.0.0-20200602114024-627f9648deb9/go.mod h1:qpuaurCH72eLCgpAm/N6yyVIVM9cpaDIP3A8BGJEC5A=
 golang.org/x/net v0.0.0-20200625001655-4c5254603344/go.mod h1:/O7V0waA8r7cgGh81Ro3o1hOxt32SMVPicZroKQ2sZA=
 golang.org/x/net v0.0.0-20200707034311-ab3426394381/go.mod h1:/O7V0waA8r7cgGh81Ro3o1hOxt32SMVPicZroKQ2sZA=
 golang.org/x/net v0.0.0-20200822124328-c89045814202/go.mod h1:/O7V0waA8r7cgGh81Ro3o1hOxt32SMVPicZroKQ2sZA=
 golang.org/x/net v0.0.0-20200904194848-62affa334b73 h1:MXfv8rhZWmFeqX3GNZRsd6vOLoaCHjYEX3qkRo3YBUA=
 golang.org/x/net v0.0.0-20200904194848-62affa334b73/go.mod h1:/O7V0waA8r7cgGh81Ro3o1hOxt32SMVPicZroKQ2sZA=
+golang.org/x/net v0.0.0-20201021035429-f5854403a974/go.mod h1:sp8m0HH+o8qH0wwXwYZr8TS3Oi6o0r6Gce1SSxlDquU=
+golang.org/x/net v0.0.0-20201031054903-ff519b6c9102/go.mod h1:sp8m0HH+o8qH0wwXwYZr8TS3Oi6o0r6Gce1SSxlDquU=
+golang.org/x/net v0.0.0-20201202161906-c7110b5ffcbb h1:eBmm0M9fYhWpKZLjQUUKka/LtIxf46G4fxeEz5KJr9U=
+golang.org/x/net v0.0.0-20201202161906-c7110b5ffcbb/go.mod h1:sp8m0HH+o8qH0wwXwYZr8TS3Oi6o0r6Gce1SSxlDquU=
 golang.org/x/oauth2 v0.0.0-20180724155351-3d292e4d0cdc/go.mod h1:N/0e6XlmueqKjAGxoOufVs8QHGRruUQn6yWY3a++T0U=
 golang.org/x/oauth2 v0.0.0-20180821212333-d2e6202438be/go.mod h1:N/0e6XlmueqKjAGxoOufVs8QHGRruUQn6yWY3a++T0U=
 golang.org/x/oauth2 v0.0.0-20181017192945-9dcd33a902f4/go.mod h1:N/0e6XlmueqKjAGxoOufVs8QHGRruUQn6yWY3a++T0U=
@@ -1401,6 +1433,8 @@ golang.org/x/oauth2 v0.0.0-20191202225959-858c2ad4c8b6/go.mod h1:gOpvHmFTYa4Iltr
 golang.org/x/oauth2 v0.0.0-20200107190931-bf48bf16ab8d/go.mod h1:gOpvHmFTYa4IltrdGE7lF6nIHvwfUNPOp7c8zoXwtLw=
 golang.org/x/oauth2 v0.0.0-20200902213428-5d25da1a8d43 h1:ld7aEMNHoBnnDAX15v1T6z31v8HwR2A9FYOuAhWqkwc=
 golang.org/x/oauth2 v0.0.0-20200902213428-5d25da1a8d43/go.mod h1:KelEdhl1UZF7XfJ4dDtk6s++YSgaE7mD/BuKKDLBl4A=
+golang.org/x/oauth2 v0.0.0-20201109201403-9fd604954f58 h1:Mj83v+wSRNEar42a/MQgxk9X42TdEmrOl9i+y8WbxLo=
+golang.org/x/oauth2 v0.0.0-20201109201403-9fd604954f58/go.mod h1:KelEdhl1UZF7XfJ4dDtk6s++YSgaE7mD/BuKKDLBl4A=
 golang.org/x/perf v0.0.0-20180704124530-6e6d33e29852/go.mod h1:JLpeXjPJfIyPr5TlbXLkXWLhP8nz10XfvxElABhCtcw=
 golang.org/x/sync v0.0.0-20180314180146-1d60e4601c6f/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
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@@ -1485,15 +1519,19 @@ golang.org/x/sys v0.0.0-20200622214017-ed371f2e16b4/go.mod h1:h1NjWce9XRLGQEsW7w
 golang.org/x/sys v0.0.0-20200625212154-ddb9806d33ae/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
 golang.org/x/sys v0.0.0-20200728102440-3e129f6d46b1/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
 golang.org/x/sys v0.0.0-20200803210538-64077c9b5642/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
+golang.org/x/sys v0.0.0-20200828194041-157a740278f4/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
 golang.org/x/sys v0.0.0-20200831180312-196b9ba8737a/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
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 golang.org/x/sys v0.0.0-20200916030750-2334cc1a136f/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
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 golang.org/x/sys v0.0.0-20201015000850-e3ed0017c211/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
+golang.org/x/sys v0.0.0-20201201145000-ef89a241ccb3 h1:kzM6+9dur93BcC2kVlYl34cHU+TYZLanmpSJHVMmL64=
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 golang.org/x/term v0.0.0-20201117132131-f5c789dd3221 h1:/ZHdbVpdR/jk3g30/d4yUL0JU9kksj8+F/bnQUVLGDM=
 golang.org/x/term v0.0.0-20201117132131-f5c789dd3221/go.mod h1:Nr5EML6q2oocZ2LXRh80K7BxOlk5/8JxuGnuhpl+muw=
 golang.org/x/text v0.0.0-20160726164857-2910a502d2bf/go.mod h1:NqM8EUOU14njkJ3fqMW+pc6Ldnwhi/IjpwHt7yyuwOQ=
@@ -1503,6 +1541,8 @@ golang.org/x/text v0.3.1-0.20180807135948-17ff2d5776d2/go.mod h1:NqM8EUOU14njkJ3
 golang.org/x/text v0.3.2/go.mod h1:bEr9sfX3Q8Zfm5fL9x+3itogRgK3+ptLWKqgva+5dAk=
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 golang.org/x/text v0.3.3/go.mod h1:5Zoc/QRtKVWzQhOtBMvqHzDpF6irO9z98xDceosuGiQ=
+golang.org/x/text v0.3.4 h1:0YWbFKbhXG/wIiuHDSKpS0Iy7FSA+u45VtBMfQcFTTc=
+golang.org/x/text v0.3.4/go.mod h1:5Zoc/QRtKVWzQhOtBMvqHzDpF6irO9z98xDceosuGiQ=
 golang.org/x/time v0.0.0-20180412165947-fbb02b2291d2/go.mod h1:tRJNPiyCQ0inRvYxbN9jk5I+vvW/OXSQhTDSoE431IQ=
 golang.org/x/time v0.0.0-20181108054448-85acf8d2951c/go.mod h1:tRJNPiyCQ0inRvYxbN9jk5I+vvW/OXSQhTDSoE431IQ=
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@@ -1589,12 +1629,14 @@ golang.org/x/tools v0.0.0-20200512131952-2bc93b1c0c88/go.mod h1:EkVYQZoAsY45+roY
 golang.org/x/tools v0.0.0-20200515010526-7d3b6ebf133d/go.mod h1:EkVYQZoAsY45+roYkvgYkIh4xh/qjgUK9TdY2XT94GE=
 golang.org/x/tools v0.0.0-20200616133436-c1934b75d054/go.mod h1:EkVYQZoAsY45+roYkvgYkIh4xh/qjgUK9TdY2XT94GE=
 golang.org/x/tools v0.0.0-20200618134242-20370b0cb4b2/go.mod h1:EkVYQZoAsY45+roYkvgYkIh4xh/qjgUK9TdY2XT94GE=
+golang.org/x/tools v0.0.0-20200701151220-7cb253f4c4f8/go.mod h1:EkVYQZoAsY45+roYkvgYkIh4xh/qjgUK9TdY2XT94GE=
 golang.org/x/tools v0.0.0-20200729194436-6467de6f59a7/go.mod h1:njjCfa9FT2d7l9Bc6FUM5FLjQPp3cFF28FI3qnDFljA=
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 golang.org/x/tools v0.0.0-20200916195026-c9a70fc28ce3 h1:DywqrEscRX7O2phNjkT0L6lhHKGBoMLCNX+XcAe7t6s=
 golang.org/x/tools v0.0.0-20200916195026-c9a70fc28ce3/go.mod h1:z6u4i615ZeAfBE4XtMziQW1fSVJXACjjbWkB/mvPzlU=
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 golang.org/x/xerrors v0.0.0-20190717185122-a985d3407aa7/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0=
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@@ -1637,6 +1679,8 @@ google.golang.org/api v0.29.0/go.mod h1:Lcubydp8VUV7KeIHD9z2Bys/sm/vGKnG1UHuDBSr
 google.golang.org/api v0.30.0/go.mod h1:QGmEvQ87FHZNiUVJkT14jQNYJ4ZJjdRF23ZXz5138Fc=
 google.golang.org/api v0.34.0 h1:k40adF3uR+6x/+hO5Dh4ZFUqFp67vxvbpafFiJxl10A=
 google.golang.org/api v0.34.0/go.mod h1:/XrVsuzM0rZmrsbjJutiuftIzeuTQcEeaYcSk/mQ1dg=
+google.golang.org/api v0.35.0 h1:TBCmTTxUrRDA1iTctnK/fIeitxIZ+TQuaf0j29fmCGo=
+google.golang.org/api v0.35.0/go.mod h1:/XrVsuzM0rZmrsbjJutiuftIzeuTQcEeaYcSk/mQ1dg=
 google.golang.org/appengine v1.1.0/go.mod h1:EbEs0AVv82hx2wNQdGPgUI5lhzA/G0D9YwlJXL52JkM=
 google.golang.org/appengine v1.2.0/go.mod h1:xpcJRLb0r/rnEns0DIKYYv+WjYCduHsrkT7/EB5XEv4=
 google.golang.org/appengine v1.3.0/go.mod h1:xpcJRLb0r/rnEns0DIKYYv+WjYCduHsrkT7/EB5XEv4=
@@ -1647,6 +1691,8 @@ google.golang.org/appengine v1.6.2/go.mod h1:i06prIuMbXzDqacNJfV5OdTW448YApPu5ww
 google.golang.org/appengine v1.6.5/go.mod h1:8WjMMxjGQR8xUklV/ARdw2HLXBOI7O7uCIDZVag1xfc=
 google.golang.org/appengine v1.6.6 h1:lMO5rYAqUxkmaj76jAkRUvt5JZgFymx/+Q5Mzfivuhc=
 google.golang.org/appengine v1.6.6/go.mod h1:8WjMMxjGQR8xUklV/ARdw2HLXBOI7O7uCIDZVag1xfc=
+google.golang.org/appengine v1.6.7 h1:FZR1q0exgwxzPzp/aF+VccGrSfxfPpkBqjIIEq3ru6c=
+google.golang.org/appengine v1.6.7/go.mod h1:8WjMMxjGQR8xUklV/ARdw2HLXBOI7O7uCIDZVag1xfc=
 google.golang.org/cloud v0.0.0-20151119220103-975617b05ea8/go.mod h1:0H1ncTHf11KCFhTc/+EFRbzSCOZx+VUbRMk55Yv5MYk=
 google.golang.org/genproto v0.0.0-20180817151627-c66870c02cf8/go.mod h1:JiN7NxoALGmiZfu7CAH4rXhgtRTLTxftemlI0sWmxmc=
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@@ -1682,13 +1728,18 @@ google.golang.org/genproto v0.0.0-20200513103714-09dca8ec2884/go.mod h1:55QSHmfG
 google.golang.org/genproto v0.0.0-20200515170657-fc4c6c6a6587/go.mod h1:YsZOwe1myG/8QRHRsmBRE1LrgQY60beZKjly0O1fX9U=
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+google.golang.org/genproto v0.0.0-20200605102947-12044bf5ea91/go.mod h1:jDfRM7FcilCzHH/e9qn6dsT145K34l5v+OpcnNgKAAA=
 google.golang.org/genproto v0.0.0-20200618031413-b414f8b61790/go.mod h1:jDfRM7FcilCzHH/e9qn6dsT145K34l5v+OpcnNgKAAA=
 google.golang.org/genproto v0.0.0-20200729003335-053ba62fc06f/go.mod h1:FWY/as6DDZQgahTzZj3fqbO1CbirC29ZNUFHwi0/+no=
 google.golang.org/genproto v0.0.0-20200804131852-c06518451d9c/go.mod h1:FWY/as6DDZQgahTzZj3fqbO1CbirC29ZNUFHwi0/+no=
 google.golang.org/genproto v0.0.0-20200825200019-8632dd797987/go.mod h1:FWY/as6DDZQgahTzZj3fqbO1CbirC29ZNUFHwi0/+no=
+google.golang.org/genproto v0.0.0-20200831141814-d751682dd103/go.mod h1:FWY/as6DDZQgahTzZj3fqbO1CbirC29ZNUFHwi0/+no=
 google.golang.org/genproto v0.0.0-20200904004341-0bd0a958aa1d/go.mod h1:FWY/as6DDZQgahTzZj3fqbO1CbirC29ZNUFHwi0/+no=
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+google.golang.org/genproto v0.0.0-20201109203340-2640f1f9cdfb/go.mod h1:FWY/as6DDZQgahTzZj3fqbO1CbirC29ZNUFHwi0/+no=
+google.golang.org/genproto v0.0.0-20201202151023-55d61f90c1ce h1:iS2R2xZpNiQFZrGqWisFYEYzOyKzvz07am2h/QXKqoY=
+google.golang.org/genproto v0.0.0-20201202151023-55d61f90c1ce/go.mod h1:FWY/as6DDZQgahTzZj3fqbO1CbirC29ZNUFHwi0/+no=
 google.golang.org/grpc v0.0.0-20160317175043-d3ddb4469d5a/go.mod h1:yo6s7OP7yaDglbqo1J04qKzAhqBH6lvTonzMVmEdcZw=
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@@ -1711,8 +1762,11 @@ google.golang.org/grpc v1.29.1/go.mod h1:itym6AZVZYACWQqET3MqgPpjcuV5QH3BxFS3Iji
 google.golang.org/grpc v1.30.0/go.mod h1:N36X2cJ7JwdamYAgDz+s+rVMFjt3numwzf/HckM8pak=
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 google.golang.org/grpc v1.31.1/go.mod h1:N36X2cJ7JwdamYAgDz+s+rVMFjt3numwzf/HckM8pak=
+google.golang.org/grpc v1.32.0/go.mod h1:N36X2cJ7JwdamYAgDz+s+rVMFjt3numwzf/HckM8pak=
 google.golang.org/grpc v1.33.1 h1:DGeFlSan2f+WEtCERJ4J9GJWk15TxUi8QGagfI87Xyc=
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+google.golang.org/grpc v1.33.2 h1:EQyQC3sa8M+p6Ulc8yy9SWSS2GVwyRc83gAbG8lrl4o=
+google.golang.org/grpc v1.33.2/go.mod h1:JMHMWHQWaTccqQQlmk3MJZS+GWXOdAesneDmEnv2fbc=
 google.golang.org/protobuf v0.0.0-20200109180630-ec00e32a8dfd/go.mod h1:DFci5gLYBciE7Vtevhsrf46CRTquxDuWsQurQQe4oz8=
 google.golang.org/protobuf v0.0.0-20200221191635-4d8936d0db64/go.mod h1:kwYJMbMJ01Woi6D6+Kah6886xMZcty6N08ah7+eCXa0=
 google.golang.org/protobuf v0.0.0-20200228230310-ab0ca4ff8a60/go.mod h1:cfTl7dwQJ+fmap5saPgwCLgHXTUD7jkjRqWcaiX5VyM=
diff --git a/hack/generate-statik.sh b/hack/generate-statik.sh
index 6ec32488c16..d762df66e75 100755
--- a/hack/generate-statik.sh
+++ b/hack/generate-statik.sh
@@ -18,6 +18,7 @@ set -euo pipefail
 
 DIR="$( cd "$( dirname "${BASH_SOURCE[0]}" )" && pwd )"
 
+SECRET=${SECRET:-${DIR}/../secrets}
 BIN=${DIR}/bin
 STATIK=${BIN}/statik
 LICENSES=${BIN}/go-licenses
@@ -54,3 +55,8 @@ if ! [[ -f ${STATIK} ]]; then
 fi
 
 ${STATIK} -f -src=${TMP_DIR} -m -dest cmd/skaffold/app/cmd
+
+if [[ -d ${SECRET} ]]; then
+   echo "generating statik for secret"
+   ${STATIK} -f -src=${SECRET} -m -dest cmd/skaffold/app/secret
+fi
diff --git a/pkg/skaffold/instrumentation/meter.go b/pkg/skaffold/instrumentation/meter.go
index eb131c529cb..9fe419133e2 100644
--- a/pkg/skaffold/instrumentation/meter.go
+++ b/pkg/skaffold/instrumentation/meter.go
@@ -17,17 +17,33 @@ limitations under the License.
 package instrumentation
 
 import (
+	"context"
 	"encoding/json"
 	"fmt"
 	"io/ioutil"
+	"math/rand"
+	"net/http"
 	"os"
 	"path/filepath"
 	"runtime"
+	"strconv"
 	"time"
 
+	mexporter "github.com/GoogleCloudPlatform/opentelemetry-operations-go/exporter/metric"
 	"github.com/mitchellh/go-homedir"
+	"github.com/rakyll/statik/fs"
+	"github.com/sirupsen/logrus"
 	flag "github.com/spf13/pflag"
+	"go.opentelemetry.io/otel/api/global"
+	"go.opentelemetry.io/otel/api/metric"
+	"go.opentelemetry.io/otel/label"
+	"go.opentelemetry.io/otel/sdk/metric/controller/push"
+	"google.golang.org/api/option"
 
+	"github.com/GoogleContainerTools/skaffold/cmd/skaffold/app/cmd/statik"
+
+	// import embedded secret for uploading metrics
+	_ "github.com/GoogleContainerTools/skaffold/cmd/skaffold/app/secret/statik"
 	"github.com/GoogleContainerTools/skaffold/pkg/skaffold/constants"
 	"github.com/GoogleContainerTools/skaffold/pkg/skaffold/runner/runcontext"
 	"github.com/GoogleContainerTools/skaffold/pkg/skaffold/schema/latest"
@@ -46,7 +62,7 @@ type skaffoldMeter struct {
 	PlatformType   string
 	Deployers      []string
 	EnumFlags      map[string]*flag.Flag
-	Builders       map[string]bool
+	Builders       map[string]int
 	SyncType       map[string]bool
 	DevIterations  []devIteration
 	StartTime      time.Time
@@ -64,7 +80,7 @@ var (
 		OS:            runtime.GOOS,
 		Arch:          runtime.GOARCH,
 		EnumFlags:     map[string]*flag.Flag{},
-		Builders:      map[string]bool{},
+		Builders:      map[string]int{},
 		SyncType:      map[string]bool{},
 		DevIterations: []devIteration{},
 		StartTime:     time.Now(),
@@ -72,14 +88,31 @@ var (
 		ExitCode:      0,
 		ErrorCode:     proto.StatusCode_OK,
 	}
-	skipExport = os.Getenv("SKAFFOLD_EXPORT_METRICS")
+	shouldExportMetrics = os.Getenv("SKAFFOLD_EXPORT_METRICS") == "true"
+	isOnline            bool
 )
 
+func init() {
+	go func() {
+		if shouldExportMetrics {
+			r, err := http.Get("http://clients3.google.com/generate_204")
+			if err == nil {
+				r.Body.Close()
+				isOnline = true
+			}
+		}
+	}()
+}
+
 func InitMeter(runCtx *runcontext.RunContext, config *latest.SkaffoldConfig) {
 	meter.Command = runCtx.Opts.Command
 	meter.PlatformType = yamltags.GetYamlTag(config.Build.BuildType)
 	for _, artifact := range config.Pipeline.Build.Artifacts {
-		meter.Builders[yamltags.GetYamlTag(artifact.ArtifactType)] = true
+		if _, ok := meter.Builders[yamltags.GetYamlTag(artifact.ArtifactType)]; ok {
+			meter.Builders[yamltags.GetYamlTag(artifact.ArtifactType)]++
+		} else {
+			meter.Builders[yamltags.GetYamlTag(artifact.ArtifactType)] = 1
+		}
 		if artifact.Sync != nil {
 			meter.SyncType[yamltags.GetYamlTag(artifact.Sync)] = true
 		}
@@ -108,30 +141,203 @@ func AddFlag(flag *flag.Flag) {
 }
 
 func ExportMetrics(exitCode int) error {
+	if !shouldExportMetrics {
+		return nil
+	}
 	home, err := homedir.Dir()
 	if err != nil {
 		return fmt.Errorf("retrieving home directory: %w", err)
 	}
 	meter.ExitCode = exitCode
 	meter.Duration = time.Since(meter.StartTime)
-	return exportMetrics(filepath.Join(home, constants.DefaultSkaffoldDir, constants.DefaultMetricFile), meter)
+	return exportMetrics(context.Background(),
+		filepath.Join(home, constants.DefaultSkaffoldDir, constants.DefaultMetricFile),
+		meter)
 }
 
-func exportMetrics(filename string, meter skaffoldMeter) error {
-	if skipExport != "true" || meter.Command == "" {
-		return nil
+func exportMetrics(ctx context.Context, filename string, meter skaffoldMeter) error {
+	logrus.Debug("exporting metrics")
+	p, err := initCloudMonitoringExporterMetrics()
+	if p == nil {
+		return err
 	}
+
 	b, err := ioutil.ReadFile(filename)
+	fileExists := err == nil
 	if err != nil && !os.IsNotExist(err) {
 		return err
 	}
-
 	var meters []skaffoldMeter
 	err = json.Unmarshal(b, &meters)
 	if err != nil {
 		meters = []skaffoldMeter{}
 	}
 	meters = append(meters, meter)
-	b, _ = json.Marshal(meters)
-	return ioutil.WriteFile(filename, b, 0666)
+	if !isOnline {
+		b, _ = json.Marshal(meters)
+		return ioutil.WriteFile(filename, b, 0666)
+	}
+
+	p.Start()
+	for _, m := range meters {
+		createMetrics(ctx, m)
+	}
+	p.Stop()
+
+	if fileExists {
+		return os.Remove(filename)
+	}
+	return nil
+}
+
+type creds struct {
+	ProjectID string `json:"project_id"`
+}
+
+func initCloudMonitoringExporterMetrics() (*push.Controller, error) {
+	statikFS, err := statik.FS()
+	if err != nil {
+		return nil, err
+	}
+	b, err := fs.ReadFile(statikFS, "/keys.json")
+	if err != nil {
+		// No keys have been set in this version so do not attempt to write metrics
+		if os.IsNotExist(err) {
+			return nil, nil
+		}
+		return nil, err
+	}
+
+	var c creds
+	err = json.Unmarshal(b, &c)
+	if err != nil {
+		return nil, fmt.Errorf("error unmarsharling metrics credentials: %v", err)
+	}
+
+	formatter := func(desc *metric.Descriptor) string {
+		return fmt.Sprintf("custom.googleapis.com/skaffold/%s", desc.Name())
+	}
+
+	return mexporter.InstallNewPipeline(
+		[]mexporter.Option{
+			mexporter.WithProjectID(c.ProjectID),
+			mexporter.WithMetricDescriptorTypeFormatter(formatter),
+			mexporter.WithMonitoringClientOptions(option.WithCredentialsJSON(b)),
+			mexporter.WithOnError(func(err error) {
+				logrus.Debugf("Error with metrics: %v", err)
+			}),
+		},
+	)
+}
+
+func createMetrics(ctx context.Context, meter skaffoldMeter) {
+	// There is a minimum 10 second interval that metrics are allowed to upload to Cloud monitoring
+	// A metric is uniquely identified by the metric name and the labels and corresponding values
+	// This random number is used as a label to differentiate the metrics per user so if two users
+	// run `skaffold build` at the same time they will both have their metrics recorded
+	randLabel := label.String("randomizer", strconv.Itoa(rand.Intn(75000)))
+
+	m := global.Meter("skaffold")
+	labels := []label.KeyValue{
+		label.String("version", meter.Version),
+		label.String("os", meter.OS),
+		label.String("arch", meter.Arch),
+		label.String("command", meter.Command),
+		label.String("error", strconv.Itoa(int(meter.ErrorCode))),
+		randLabel,
+	}
+
+	runCounter := metric.Must(m).NewInt64ValueRecorder("launches", metric.WithDescription("Skaffold Invocations"))
+	runCounter.Record(ctx, 1, labels...)
+
+	durationRecorder := metric.Must(m).NewFloat64ValueRecorder("launch/duration",
+		metric.WithDescription("durations of skaffold commands in seconds"))
+	durationRecorder.Record(ctx, meter.Duration.Seconds(), labels...)
+	if meter.Command != "" {
+		commandMetrics(ctx, meter, m, randLabel)
+		doesBuild := map[string]bool{"build": true, "render": true, "dev": true, "debug": true, "run": true}
+		doesDeploy := map[string]bool{"deploy": true, "dev": true, "debug": true, "run": true}
+		if _, ok := doesBuild[meter.Command]; ok {
+			builderMetrics(ctx, meter, m, randLabel)
+		}
+		if _, ok := doesDeploy[meter.Command]; ok {
+			deployerMetrics(ctx, meter, m, randLabel)
+		}
+	}
+
+	if meter.ErrorCode != 0 {
+		errorMetrics(ctx, meter, m, randLabel)
+	}
+}
+
+func commandMetrics(ctx context.Context, meter skaffoldMeter, m metric.Meter, randLabel label.KeyValue) {
+	commandCounter := metric.Must(m).NewInt64ValueRecorder(meter.Command,
+		metric.WithDescription(fmt.Sprintf("Number of times %s is used", meter.Command)))
+	labels := []label.KeyValue{
+		label.String("error", strconv.Itoa(int(meter.ErrorCode))),
+		randLabel,
+	}
+	commandCounter.Record(ctx, 1, labels...)
+
+	if meter.Command == "dev" {
+		iterationCounter := metric.Must(m).NewInt64ValueRecorder("dev/iterations",
+			metric.WithDescription("Number of iterations in a dev session"))
+
+		counts := make(map[string]map[proto.StatusCode]int)
+
+		for _, iteration := range meter.DevIterations {
+			if _, ok := counts[iteration.intent]; !ok {
+				counts[iteration.intent] = make(map[proto.StatusCode]int)
+			}
+			m := counts[iteration.intent]
+			if _, ok := m[iteration.errorCode]; !ok {
+				m[iteration.errorCode] = 0
+			}
+			m[iteration.errorCode]++
+		}
+		for intention, errorCounts := range counts {
+			for errorCode, count := range errorCounts {
+				iterationCounter.Record(ctx, int64(count),
+					label.String("intent", intention),
+					label.String("error", strconv.Itoa(int(errorCode))),
+					randLabel)
+			}
+		}
+	}
+}
+
+func deployerMetrics(ctx context.Context, meter skaffoldMeter, m metric.Meter, randLabel label.KeyValue) {
+	deployerCounter := metric.Must(m).NewInt64ValueRecorder("deployer", metric.WithDescription("Deployers used"))
+	for _, deployer := range meter.Deployers {
+		deployerCounter.Record(ctx, 1, randLabel, label.String("deployer", deployer))
+	}
+}
+
+func builderMetrics(ctx context.Context, meter skaffoldMeter, m metric.Meter, randLabel label.KeyValue) {
+	builderCounter := metric.Must(m).NewInt64ValueRecorder("builders", metric.WithDescription("Builders used"))
+	artifactCounter := metric.Must(m).NewInt64ValueRecorder("artifacts", metric.WithDescription("Number of artifacts used"))
+	for builder, count := range meter.Builders {
+		bLabel := label.String("builder", builder)
+		builderCounter.Record(ctx, 1, bLabel, randLabel)
+		artifactCounter.Record(ctx, int64(count), bLabel, randLabel)
+	}
+}
+
+func errorMetrics(ctx context.Context, meter skaffoldMeter, m metric.Meter, randLabel label.KeyValue) {
+	errCounter := metric.Must(m).NewInt64ValueRecorder("errors", metric.WithDescription("Skaffold errors"))
+	errCounter.Record(ctx, 1, label.String("error", strconv.Itoa(int(meter.ErrorCode))), randLabel)
+
+	commandLabel := label.String("command", meter.Command)
+
+	switch meter.ErrorCode {
+	case proto.StatusCode_UNKNOWN_ERROR:
+		unknownErrCounter := metric.Must(m).NewInt64ValueRecorder("errors/unknown", metric.WithDescription("Unknown Skaffold Errors"))
+		unknownErrCounter.Record(ctx, 1, randLabel)
+	case proto.StatusCode_DEPLOY_UNKNOWN:
+		unknownCounter := metric.Must(m).NewInt64ValueRecorder("deploy/unknown", metric.WithDescription("Unknown deploy Skaffold Errors"))
+		unknownCounter.Record(ctx, 1, commandLabel, randLabel)
+	case proto.StatusCode_BUILD_UNKNOWN:
+		unknownCounter := metric.Must(m).NewInt64ValueRecorder("build/unknown", metric.WithDescription("Unknown build Skaffold Errors"))
+		unknownCounter.Record(ctx, 1, commandLabel, randLabel)
+	}
 }
diff --git a/pkg/skaffold/instrumentation/meter_test.go b/pkg/skaffold/instrumentation/meter_test.go
index 9ab754b506a..fbc99ccc12c 100644
--- a/pkg/skaffold/instrumentation/meter_test.go
+++ b/pkg/skaffold/instrumentation/meter_test.go
@@ -17,19 +17,22 @@ limitations under the License.
 package instrumentation
 
 import (
+	"context"
 	"encoding/json"
 	"io/ioutil"
+	"net/http"
 	"os"
 	"testing"
 	"time"
 
 	"github.com/spf13/pflag"
 
+	"github.com/GoogleContainerTools/skaffold/cmd/skaffold/app/cmd/statik"
 	"github.com/GoogleContainerTools/skaffold/proto"
 	"github.com/GoogleContainerTools/skaffold/testutil"
 )
 
-func TestExportMetrics(t *testing.T) {
+func TestOfflineExportMetrics(t *testing.T) {
 	startTime, _ := time.Parse(time.ANSIC, "Mon Jan 2 15:04:05 -0700 MST 2006")
 	validMeter := skaffoldMeter{
 		Command:        "build",
@@ -37,12 +40,23 @@ func TestExportMetrics(t *testing.T) {
 		Version:        "vTest.0",
 		Arch:           "test arch",
 		OS:             "test os",
-		Builders:       map[string]bool{"docker": true, "buildpacks": true},
+		Builders:       map[string]int{"docker": 1, "buildpacks": 1},
 		EnumFlags:      map[string]*pflag.Flag{"test": {Name: "test", Shorthand: "t"}},
 		StartTime:      startTime,
 		Duration:       time.Minute,
 	}
 	validMeterBytes, _ := json.Marshal(validMeter)
+	fs := &testutil.FakeFileSystem{
+		Files: map[string][]byte{
+			"/keys.json": []byte(`{
+				"client_id": "test_id",
+				"client_secret": "test_secret",
+				"project_id": "test_project",
+				"refresh_token": "test_token",
+				"type": "authorized_user"
+			}`),
+		},
+	}
 
 	tests := []struct {
 		name                string
@@ -85,7 +99,8 @@ func TestExportMetrics(t *testing.T) {
 	}
 	for _, test := range tests {
 		testutil.Run(t, test.name, func(t *testutil.T) {
-			t.Override(&skipExport, "true")
+			t.Override(&isOnline, false)
+			t.Override(&statik.FS, func() (http.FileSystem, error) { return fs, nil })
 			filename := "metrics"
 			tmp := t.NewTempDir()
 			var savedMetrics []skaffoldMeter
@@ -97,7 +112,7 @@ func TestExportMetrics(t *testing.T) {
 					t.Error(err)
 				}
 			}
-			_ = exportMetrics(tmp.Path(filename), test.meter)
+			_ = exportMetrics(context.Background(), tmp.Path(filename), test.meter)
 
 			if test.shouldSkip {
 				_, err := os.Stat(filename)
diff --git a/testutil/fake_fs.go b/testutil/fake_fs.go
new file mode 100644
index 00000000000..8ab5d8534b4
--- /dev/null
+++ b/testutil/fake_fs.go
@@ -0,0 +1,52 @@
+/*
+Copyright 2020 The Skaffold 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.
+*/
+
+package testutil
+
+import (
+	"bytes"
+	"io"
+	"net/http"
+	"os"
+)
+
+type FakeFileSystem struct {
+	Files map[string][]byte
+}
+
+type fakeFile struct {
+	http.File
+	content io.Reader
+}
+
+func (f *FakeFileSystem) Open(name string) (http.File, error) {
+	content, found := f.Files[name]
+	if !found {
+		return nil, os.ErrNotExist
+	}
+
+	return &fakeFile{
+		content: bytes.NewBuffer(content),
+	}, nil
+}
+
+func (f *fakeFile) Read(p []byte) (n int, err error) {
+	return f.content.Read(p)
+}
+
+func (f *fakeFile) Close() error {
+	return nil
+}