diff --git a/.argo-ci/ci.yaml b/.argo-ci/ci.yaml
index 482c29aaf39d..57aac3459159 100644
--- a/.argo-ci/ci.yaml
+++ b/.argo-ci/ci.yaml
@@ -28,7 +28,7 @@ spec:
         arguments:
           parameters:
           - name: cmd
-            value: dep ensure && make lint test verify-codegen
+            value: make lint test verify-codegen
 
   - name: ci-builder
     inputs:
@@ -36,7 +36,7 @@ spec:
       - name: cmd
       artifacts:
       - name: code
-        path: /go/src/github.com/argoproj/argo
+        path: argo
         git:
           repo: "{{workflow.parameters.repo}}"
           revision: "{{workflow.parameters.revision}}"
@@ -44,7 +44,7 @@ spec:
       image: argoproj/argo-ci-builder:latest
       command: [sh, -c]
       args: ["{{inputs.parameters.cmd}}"]
-      workingDir: /go/src/github.com/argoproj/argo
+      workingDir: argo
 
   - name: ci-dind
     inputs:
@@ -52,7 +52,7 @@ spec:
       - name: cmd
       artifacts:
       - name: code
-        path: /go/src/github.com/argoproj/argo
+        path: argo
         git:
           repo: "{{workflow.parameters.repo}}"
           revision: "{{workflow.parameters.revision}}"
@@ -60,7 +60,7 @@ spec:
       image: argoproj/argo-ci-builder:latest
       command: [sh, -c]
       args: ["until docker ps; do sleep 3; done && {{inputs.parameters.cmd}}"]
-      workingDir: /go/src/github.com/argoproj/argo
+      workingDir: argo
       env:
       - name: DOCKER_HOST
         value: 127.0.0.1
diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
index 76b377637b12..2eb3cb79eee0 100644
--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@@ -21,17 +21,14 @@ Go to https://github.com/argoproj/
 ## How to setup your dev environment
 
 ### Requirements
-* Golang 1.11
+* Golang 1.13
 * Docker
-* dep v0.5
-   * Mac Install: `brew install dep`
 * golangci-lint v1.16.0
 
 ### Quickstart
 ```
 $ go get github.com/argoproj/argo
 $ cd $(go env GOPATH)/src/github.com/argoproj/argo
-$ dep ensure -vendor-only
 $ make
 ```
 
diff --git a/Dockerfile b/Dockerfile
index 9deee48326e6..67da1d3c5d1d 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -3,7 +3,7 @@
 # Initial stage which pulls prepares build dependencies and CLI tooling we need for our final image
 # Also used as the image in CI jobs so needs all dependencies
 ####################################################################################################
-FROM golang:1.11.5 as builder
+FROM golang:1.13 as builder
 
 RUN apt-get update && apt-get install -y \
     git \
@@ -23,11 +23,6 @@ RUN wget -O docker.tgz "https://download.docker.com/linux/static/${DOCKER_CHANNE
     tar --extract --file docker.tgz --strip-components 1 --directory /usr/local/bin/ && \
     rm docker.tgz
 
-# Install dep
-ENV DEP_VERSION=0.5.0
-RUN wget https://github.com/golang/dep/releases/download/v${DEP_VERSION}/dep-linux-amd64 -O /usr/local/bin/dep && \
-    chmod +x /usr/local/bin/dep
-
 # Install golangci-lint
 ENV GOLANGCI_LINT_VERSION=1.16.0
 RUN curl -sfL https://raw.githubusercontent.com/golangci/golangci-lint/v$GOLANGCI_LINT_VERSION/install.sh| sh -s -- -b $(go env GOPATH)/bin v$GOLANGCI_LINT_VERSION
@@ -62,18 +57,12 @@ COPY --from=builder /usr/local/bin/docker /usr/local/bin/
 ####################################################################################################
 FROM builder as argo-build
 
-# A dummy directory is created under $GOPATH/src/dummy so we are able to use dep
-# to install all the packages of our dep lock file
-COPY Gopkg.toml ${GOPATH}/src/dummy/Gopkg.toml
-COPY Gopkg.lock ${GOPATH}/src/dummy/Gopkg.lock
-
-RUN cd ${GOPATH}/src/dummy && \
-    dep ensure -vendor-only && \
-    mv vendor/* ${GOPATH}/src/ && \
-    rmdir vendor
+# Download dependencies. This is done separately to take advantage of caching
+WORKDIR /argo
+COPY go.mod go.sum /argo/
+RUN go mod download
 
 # Perform the build
-WORKDIR /go/src/github.com/argoproj/argo
 COPY . .
 ARG MAKE_TARGET="controller executor cli-linux-amd64"
 RUN make $MAKE_TARGET
@@ -83,14 +72,14 @@ RUN make $MAKE_TARGET
 # argoexec
 ####################################################################################################
 FROM argoexec-base as argoexec
-COPY --from=argo-build /go/src/github.com/argoproj/argo/dist/argoexec /usr/local/bin/
+COPY --from=argo-build /argo/dist/argoexec /usr/local/bin/
 
 
 ####################################################################################################
 # workflow-controller
 ####################################################################################################
 FROM scratch as workflow-controller
-COPY --from=argo-build /go/src/github.com/argoproj/argo/dist/workflow-controller /bin/
+COPY --from=argo-build /argo/dist/workflow-controller /bin/
 ENTRYPOINT [ "workflow-controller" ]
 
 
@@ -98,5 +87,5 @@ ENTRYPOINT [ "workflow-controller" ]
 # argocli
 ####################################################################################################
 FROM scratch as argocli
-COPY --from=argo-build /go/src/github.com/argoproj/argo/dist/argo-linux-amd64 /bin/argo
+COPY --from=argo-build /argo/dist/argo-linux-amd64 /bin/argo
 ENTRYPOINT [ "argo" ]
diff --git a/Gopkg.lock b/Gopkg.lock
deleted file mode 100644
index 9007e8fb2ac7..000000000000
--- a/Gopkg.lock
+++ /dev/null
@@ -1,1528 +0,0 @@
-# This file is autogenerated, do not edit; changes may be undone by the next 'dep ensure'.
-
-
-[[projects]]
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-    "sigs.k8s.io/yaml",
-    "upper.io/db.v3/lib/sqlbuilder",
-    "upper.io/db.v3/mysql",
-    "upper.io/db.v3/postgresql",
-  ]
-  solver-name = "gps-cdcl"
-  solver-version = 1
diff --git a/Gopkg.toml b/Gopkg.toml
deleted file mode 100644
index 2134f9039989..000000000000
--- a/Gopkg.toml
+++ /dev/null
@@ -1,71 +0,0 @@
-required = [
-  "k8s.io/code-generator/cmd/client-gen",
-  "k8s.io/code-generator/cmd/deepcopy-gen",
-  "k8s.io/code-generator/cmd/informer-gen",
-  "k8s.io/code-generator/cmd/lister-gen",
-  "gonum.org/v1/gonum/graph",
-]
-
-[[constraint]]
-  name = "k8s.io/api"
-  branch = "release-1.16"
-
-[[constraint]]
-  name = "k8s.io/apimachinery"
-  branch = "release-1.16"
-
-[[constraint]]
-  name = "k8s.io/code-generator"
-  branch = "release-1.16"
-
-[[constraint]]
-  name = "k8s.io/kube-openapi"
-  branch = "master"
-
-[[constraint]]
-  name = "k8s.io/client-go"
-  branch = "release-12.0"
-
-[[constraint]]
-  name = "github.com/stretchr/testify"
-  version = "1.1.4"
-
-[[constraint]]
-  name = "github.com/spf13/cobra"
-  revision = "fe5e611709b0c57fa4a89136deaa8e1d4004d053"
-
-[[constraint]]
-  name = "gopkg.in/src-d/go-git.v4"
-  version = "4.5.0"
-
-[[constraint]]
-  name = "github.com/Knetic/govaluate"
-  revision = "9aa49832a739dcd78a5542ff189fb82c3e423116"
-
-[[constraint]]
-  name = "github.com/prometheus/client_golang"
-  version = "0.8.0"
-
-# azure.go:252:4: cannot use json.Number(expiresIn) (type json.Number) as type string in field value
-[[override]]
-  name = "github.com/Azure/go-autorest"
-  version = "12.4.2"
-
-# contrib.go.opencensus.io/exporter/ocagent/transform_stats_to_metrics.go:67:11: undefined: 
-# "github.com/argoproj/argo/vendor/github.com/census-instrumentation/opencensus-proto/gen-go/metrics/v1".Metric_MetricDescriptor
-[[override]]
-  name = "contrib.go.opencensus.io/exporter/ocagent"
-  version = "0.5.0"
-
-[[constraint]]
-  name = "github.com/colinmarc/hdfs"
-  revision = "9746310a4d311e21ce43b2a645c5a1e64c5e8efa"
-
-[[constraint]]
-  name = "gopkg.in/jcmturner/gokrb5.v5"
-  version = "5.3.0"
-
-[[constraint]]
-  name = "upper.io/db.v3"
-  version ="3.5.7"
-
diff --git a/Makefile b/Makefile
index fe4bf9522552..20c531dca53e 100644
--- a/Makefile
+++ b/Makefile
@@ -54,30 +54,30 @@ builder-image:
 
 .PHONY: cli
 cli:
-	go build -v -i -ldflags '${LDFLAGS}' -o ${DIST_DIR}/${ARGO_CLI_NAME} ./cmd/argo
+	go build -v -ldflags '${LDFLAGS}' -o ${DIST_DIR}/${ARGO_CLI_NAME} ./cmd/argo
 
 .PHONY: cli-linux-amd64
 cli-linux-amd64:
-	CGO_ENABLED=0 GOOS=linux GOARCH=amd64 go build -v -i -ldflags '${LDFLAGS}' -o ${DIST_DIR}/argo-linux-amd64 ./cmd/argo
+	CGO_ENABLED=0 GOOS=linux GOARCH=amd64 go build -v -ldflags '${LDFLAGS}' -o ${DIST_DIR}/argo-linux-amd64 ./cmd/argo
 
 .PHONY: cli-linux-ppc64le
 cli-linux-ppc64le:
-	CGO_ENABLED=0 GOOS=linux GOARCH=ppc64le go build -v -i -ldflags '${LDFLAGS}' -o ${DIST_DIR}/argo-linux-ppc64le ./cmd/argo
+	CGO_ENABLED=0 GOOS=linux GOARCH=ppc64le go build -v -ldflags '${LDFLAGS}' -o ${DIST_DIR}/argo-linux-ppc64le ./cmd/argo
 
 .PHONY: cli-linux-s390x
 cli-linux-s390x:
-	CGO_ENABLED=0 GOOS=linux GOARCH=ppc64le go build -v -i -ldflags '${LDFLAGS}' -o ${DIST_DIR}/argo-linux-s390x ./cmd/argo
+	CGO_ENABLED=0 GOOS=linux GOARCH=ppc64le go build -v -ldflags '${LDFLAGS}' -o ${DIST_DIR}/argo-linux-s390x ./cmd/argo
 
 .PHONY: cli-linux
 cli-linux: cli-linux-amd64 cli-linux-ppc64le cli-linux-s390x
 
 .PHONY: cli-darwin
 cli-darwin:
-	CGO_ENABLED=0 GOOS=darwin go build -v -i -ldflags '${LDFLAGS}' -o ${DIST_DIR}/argo-darwin-amd64 ./cmd/argo
+	CGO_ENABLED=0 GOOS=darwin go build -v -ldflags '${LDFLAGS}' -o ${DIST_DIR}/argo-darwin-amd64 ./cmd/argo
 
 .PHONY: cli-windows
 cli-windows:
-	CGO_ENABLED=0 GOARCH=amd64 GOOS=windows go build -v -i -ldflags '${LDFLAGS}' -o ${DIST_DIR}/argo-windows-amd64 ./cmd/argo
+	CGO_ENABLED=0 GOARCH=amd64 GOOS=windows go build -v -ldflags '${LDFLAGS}' -o ${DIST_DIR}/argo-windows-amd64 ./cmd/argo
 
 .PHONY: cli-image
 cli-image:
@@ -86,12 +86,12 @@ cli-image:
 
 .PHONY: controller
 controller:
-	CGO_ENABLED=0 go build -v -i -ldflags '${LDFLAGS}' -o ${DIST_DIR}/workflow-controller ./cmd/workflow-controller
+	CGO_ENABLED=0 go build -v -ldflags '${LDFLAGS}' -o ${DIST_DIR}/workflow-controller ./cmd/workflow-controller
 
 .PHONY: controller-image
 controller-image:
 ifeq ($(DEV_IMAGE), true)
-	CGO_ENABLED=0 GOOS=linux GOARCH=amd64 go build -v -i -ldflags '${LDFLAGS}' -o workflow-controller ./cmd/workflow-controller
+	CGO_ENABLED=0 GOOS=linux GOARCH=amd64 go build -v -ldflags '${LDFLAGS}' -o workflow-controller ./cmd/workflow-controller
 	docker build -t $(IMAGE_PREFIX)workflow-controller:$(IMAGE_TAG) -f Dockerfile.workflow-controller-dev .
 	rm -f workflow-controller
 else
@@ -101,7 +101,7 @@ endif
 
 .PHONY: executor
 executor:
-	go build -v -i -ldflags '${LDFLAGS}' -o ${DIST_DIR}/argoexec ./cmd/argoexec
+	go build -v -ldflags '${LDFLAGS}' -o ${DIST_DIR}/argoexec ./cmd/argoexec
 
 .PHONY: executor-base-image
 executor-base-image:
@@ -118,7 +118,7 @@ executor-base-image:
 .PHONY: executor-image
 ifeq ($(DEV_IMAGE), true)
 executor-image: executor-base-image
-	CGO_ENABLED=0 GOOS=linux GOARCH=amd64 go build -v -i -ldflags '${LDFLAGS}' -o argoexec ./cmd/argoexec
+	CGO_ENABLED=0 GOOS=linux GOARCH=amd64 go build -v -ldflags '${LDFLAGS}' -o argoexec ./cmd/argoexec
 	docker build -t $(IMAGE_PREFIX)argoexec:$(IMAGE_TAG) -f Dockerfile.argoexec-dev .
 	rm -f argoexec
 else
@@ -182,8 +182,8 @@ release-clis: cli-image
 	docker build --iidfile /tmp/argo-cli-build --target argo-build --build-arg MAKE_TARGET="cli-darwin cli-windows" .
 	docker create --name tmp-cli `cat /tmp/argo-cli-build`
 	mkdir -p ${DIST_DIR}
-	docker cp tmp-cli:/go/src/github.com/argoproj/argo/dist/argo-darwin-amd64 ${DIST_DIR}/argo-darwin-amd64
-	docker cp tmp-cli:/go/src/github.com/argoproj/argo/dist/argo-windows-amd64 ${DIST_DIR}/argo-windows-amd64
+	docker cp tmp-cli:/argo/dist/argo-darwin-amd64 ${DIST_DIR}/argo-darwin-amd64
+	docker cp tmp-cli:/argo/dist/argo-windows-amd64 ${DIST_DIR}/argo-windows-amd64
 	docker rm tmp-cli
 	docker create --name tmp-cli $(IMAGE_PREFIX)argocli:$(IMAGE_TAG)
 	docker cp tmp-cli:/bin/argo ${DIST_DIR}/argo-linux-amd64
diff --git a/go.mod b/go.mod
new file mode 100644
index 000000000000..dcfae1c30ced
--- /dev/null
+++ b/go.mod
@@ -0,0 +1,109 @@
+module github.com/argoproj/argo
+
+go 1.11
+
+require (
+	cloud.google.com/go v0.44.3
+	contrib.go.opencensus.io/exporter/ocagent v0.5.1
+	git.apache.org/thrift.git v0.0.0-20180902110319-2566ecd5d999 // indirect
+	github.com/Azure/go-autorest v12.4.3+incompatible
+	github.com/Knetic/govaluate v3.0.1-0.20171022003610-9aa49832a739+incompatible
+	github.com/PuerkitoBio/purell v1.1.1
+	github.com/PuerkitoBio/urlesc v0.0.0-20170810143723-de5bf2ad4578
+	github.com/argoproj/pkg v0.0.0-20191031223000-02a6aac40ac4
+	github.com/aws/aws-sdk-go v1.23.13
+	github.com/beorn7/perks v1.0.1
+	github.com/census-instrumentation/opencensus-proto v0.2.1
+	github.com/colinmarc/hdfs v1.1.4-0.20180805212432-9746310a4d31
+	github.com/davecgh/go-spew v1.1.1
+	github.com/dgrijalva/jwt-go v3.2.0+incompatible
+	github.com/docker/spdystream v0.0.0-20181023171402-6480d4af844c
+	github.com/dustin/go-humanize v1.0.0
+	github.com/emicklei/go-restful v2.9.6+incompatible
+	github.com/emirpasic/gods v1.12.0
+	github.com/evanphx/json-patch v4.5.0+incompatible
+	github.com/ghodss/yaml v1.0.0
+	github.com/go-openapi/jsonpointer v0.19.2
+	github.com/go-openapi/jsonreference v0.19.2
+	github.com/go-openapi/spec v0.19.2
+	github.com/go-openapi/swag v0.19.5
+	github.com/go-sql-driver/mysql v1.4.1
+	github.com/gogo/protobuf v1.3.0
+	github.com/golang/protobuf v1.3.2
+	github.com/google/go-cmp v0.3.1
+	github.com/google/gofuzz v1.0.0
+	github.com/googleapis/gnostic v0.3.1
+	github.com/gorilla/websocket v1.4.1
+	github.com/grpc-ecosystem/grpc-gateway v1.11.1
+	github.com/hashicorp/go-uuid v1.0.1
+	github.com/hashicorp/golang-lru v0.5.3
+	github.com/imdario/mergo v0.3.7
+	github.com/inconshreveable/mousetrap v1.0.0
+	github.com/jbenet/go-context v0.0.0-20150711004518-d14ea06fba99
+	github.com/jcmturner/gofork v1.0.0
+	github.com/jmespath/go-jmespath v0.0.0-20180206201540-c2b33e8439af
+	github.com/json-iterator/go v1.1.7
+	github.com/kevinburke/ssh_config v0.0.0-20190725054713-01f96b0aa0cd
+	github.com/konsorten/go-windows-terminal-sequences v1.0.2
+	github.com/lib/pq v1.2.0
+	github.com/mailru/easyjson v0.0.0-20190626092158-b2ccc519800e
+	github.com/matttproud/golang_protobuf_extensions v1.0.1
+	github.com/mitchellh/go-homedir v1.1.0
+	github.com/mitchellh/go-ps v0.0.0-20190716172923-621e5597135b
+	github.com/modern-go/concurrent v0.0.0-20180306012644-bacd9c7ef1dd
+	github.com/modern-go/reflect2 v1.0.1
+	github.com/openzipkin/zipkin-go v0.1.1 // indirect
+	github.com/pkg/errors v0.8.1
+	github.com/pmezard/go-difflib v1.0.0
+	github.com/prometheus/client_golang v1.1.0
+	github.com/prometheus/client_model v0.0.0-20190812154241-14fe0d1b01d4
+	github.com/prometheus/common v0.6.0
+	github.com/prometheus/procfs v0.0.4
+	github.com/sergi/go-diff v1.0.0
+	github.com/sirupsen/logrus v1.4.2
+	github.com/spf13/cobra v0.0.4-0.20181021141114-fe5e611709b0
+	github.com/spf13/pflag v1.0.3
+	github.com/src-d/gcfg v1.4.0
+	github.com/stretchr/objx v0.2.0
+	github.com/stretchr/testify v1.4.0
+	github.com/tidwall/gjson v1.3.2
+	github.com/tidwall/match v1.0.1
+	github.com/tidwall/pretty v1.0.0
+	github.com/valyala/bytebufferpool v1.0.0
+	github.com/valyala/fasttemplate v1.0.1
+	github.com/xanzy/ssh-agent v0.2.1
+	go.opencensus.io v0.22.0
+	golang.org/x/crypto v0.0.0-20190829043050-9756ffdc2472
+	golang.org/x/net v0.0.0-20190827160401-ba9fcec4b297
+	golang.org/x/oauth2 v0.0.0-20190604053449-0f29369cfe45
+	golang.org/x/sync v0.0.0-20190423024810-112230192c58
+	golang.org/x/sys v0.0.0-20190902133755-9109b7679e13
+	golang.org/x/text v0.3.2
+	golang.org/x/time v0.0.0-20190308202827-9d24e82272b4
+	golang.org/x/tools v0.0.0-20190903163617-be0da057c5e3
+	gonum.org/v1/gonum v0.6.0
+	google.golang.org/api v0.9.0
+	google.golang.org/appengine v1.6.2
+	google.golang.org/genproto v0.0.0-20190819201941-24fa4b261c55
+	google.golang.org/grpc v1.23.0
+	gopkg.in/inf.v0 v0.9.1
+	gopkg.in/ini.v1 v1.46.0
+	gopkg.in/jcmturner/aescts.v1 v1.0.1
+	gopkg.in/jcmturner/dnsutils.v1 v1.0.1
+	gopkg.in/jcmturner/gokrb5.v5 v5.3.0
+	gopkg.in/jcmturner/rpc.v0 v0.0.2
+	gopkg.in/src-d/go-billy.v4 v4.3.2
+	gopkg.in/src-d/go-git.v4 v4.13.1
+	gopkg.in/warnings.v0 v0.1.2
+	gopkg.in/yaml.v2 v2.2.4
+	k8s.io/api v0.0.0-20191004120104-195af9ec3521
+	k8s.io/apimachinery v0.0.0-20191028221656-72ed19daf4bb
+	k8s.io/client-go v0.0.0-20191029021442-5f2132fc4383
+	k8s.io/code-generator v0.0.0-20191004115455-8e001e5d1894
+	k8s.io/gengo v0.0.0-20190826232639-a874a240740c
+	k8s.io/klog v0.4.0
+	k8s.io/kube-openapi v0.0.0-20190816220812-743ec37842bf
+	k8s.io/utils v0.0.0-20190829053155-3a4a5477acf8
+	sigs.k8s.io/yaml v1.1.0
+	upper.io/db.v3 v3.6.3+incompatible
+)
diff --git a/go.sum b/go.sum
new file mode 100644
index 000000000000..d26502e72259
--- /dev/null
+++ b/go.sum
@@ -0,0 +1,397 @@
+cloud.google.com/go v0.26.0/go.mod h1:aQUYkXzVsufM+DwF1aE+0xfcU+56JwCaLick0ClmMTw=
+cloud.google.com/go v0.34.0/go.mod h1:aQUYkXzVsufM+DwF1aE+0xfcU+56JwCaLick0ClmMTw=
+cloud.google.com/go v0.38.0/go.mod h1:990N+gfupTy94rShfmMCWGDn0LpTmnzTp2qbd1dvSRU=
+cloud.google.com/go v0.44.1/go.mod h1:iSa0KzasP4Uvy3f1mN/7PiObzGgflwredwwASm/v6AU=
+cloud.google.com/go v0.44.3/go.mod h1:60680Gw3Yr4ikxnPRS/oxxkBccT6SA1yMk63TGekxKY=
+cloud.google.com/go/datastore v1.0.0/go.mod h1:LXYbyblFSglQ5pkeyhO+Qmw7ukd3C+pD7TKLgZqpHYE=
+contrib.go.opencensus.io/exporter/ocagent v0.5.1/go.mod h1:oGSyf701BHqn69lMacwJJuyGzrk5eiCj86DxXhG2gfk=
+git.apache.org/thrift.git v0.0.0-20180902110319-2566ecd5d999/go.mod h1:fPE2ZNJGynbRyZ4dJvy6G277gSllfV2HJqblrnkyeyg=
+github.com/Azure/go-autorest v11.1.2+incompatible/go.mod h1:r+4oMnoxhatjLLJ6zxSWATqVooLgysK6ZNox3g/xq24=
+github.com/Azure/go-autorest v12.4.3+incompatible/go.mod h1:r+4oMnoxhatjLLJ6zxSWATqVooLgysK6ZNox3g/xq24=
+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/Knetic/govaluate v3.0.1-0.20171022003610-9aa49832a739+incompatible/go.mod h1:r7JcOSlj0wfOMncg0iLm8Leh48TZaKVeNIfJntJ2wa0=
+github.com/NYTimes/gziphandler v0.0.0-20170623195520-56545f4a5d46/go.mod h1:3wb06e3pkSAbeQ52E9H9iFoQsEEwGN64994WTCIhntQ=
+github.com/PuerkitoBio/purell v1.0.0/go.mod h1:c11w/QuzBsJSee3cPx9rAFu61PvFxuPbtSwDGJws/X0=
+github.com/PuerkitoBio/purell v1.1.1/go.mod h1:c11w/QuzBsJSee3cPx9rAFu61PvFxuPbtSwDGJws/X0=
+github.com/PuerkitoBio/urlesc v0.0.0-20160726150825-5bd2802263f2/go.mod h1:uGdkoq3SwY9Y+13GIhn11/XLaGBb4BfwItxLd5jeuXE=
+github.com/PuerkitoBio/urlesc v0.0.0-20170810143723-de5bf2ad4578/go.mod h1:uGdkoq3SwY9Y+13GIhn11/XLaGBb4BfwItxLd5jeuXE=
+github.com/ajstarks/svgo v0.0.0-20180226025133-644b8db467af/go.mod h1:K08gAheRH3/J6wwsYMMT4xOr94bZjxIelGM0+d/wbFw=
+github.com/alcortesm/tgz v0.0.0-20161220082320-9c5fe88206d7/go.mod h1:6zEj6s6u/ghQa61ZWa/C2Aw3RkjiTBOix7dkqa1VLIs=
+github.com/alecthomas/template v0.0.0-20160405071501-a0175ee3bccc/go.mod h1:LOuyumcjzFXgccqObfd/Ljyb9UuFJ6TxHnclSeseNhc=
+github.com/alecthomas/units v0.0.0-20151022065526-2efee857e7cf/go.mod h1:ybxpYRFXyAe+OPACYpWeL0wqObRcbAqCMya13uyzqw0=
+github.com/anmitsu/go-shlex v0.0.0-20161002113705-648efa622239/go.mod h1:2FmKhYUyUczH0OGQWaF5ceTx0UBShxjsH6f8oGKYe2c=
+github.com/argoproj/pkg v0.0.0-20191031223000-02a6aac40ac4/go.mod h1:2EZ44RG/CcgtPTwrRR0apOc7oU6UIw8GjCUJWZ8X3bM=
+github.com/armon/go-socks5 v0.0.0-20160902184237-e75332964ef5/go.mod h1:wHh0iHkYZB8zMSxRWpUBQtwG5a7fFgvEO+odwuTv2gs=
+github.com/aws/aws-sdk-go v1.23.13/go.mod h1:KmX6BPdI08NWTb3/sm4ZGu5ShLoqVDhKgpiN924inxo=
+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=
+github.com/beorn7/perks v1.0.1/go.mod h1:G2ZrVWU2WbWT9wwq4/hrbKbnv/1ERSJQ0ibhJ6rlkpw=
+github.com/census-instrumentation/opencensus-proto v0.2.0/go.mod h1:f6KPmirojxKA12rnyqOA5BBL4O983OfeGPqjHWSTneU=
+github.com/census-instrumentation/opencensus-proto v0.2.1/go.mod h1:f6KPmirojxKA12rnyqOA5BBL4O983OfeGPqjHWSTneU=
+github.com/client9/misspell v0.3.4/go.mod h1:qj6jICC3Q7zFZvVWo7KLAzC3yx5G7kyvSDkc90ppPyw=
+github.com/colinmarc/hdfs v1.1.4-0.20180805212432-9746310a4d31/go.mod h1:vSBumefK4HA5uiRSwNP+3ofgrEoScpCS2MMWcWXEuQ4=
+github.com/creack/pty v1.1.7/go.mod h1:lj5s0c3V2DBrqTV7llrYr5NG6My20zk30Fl46Y7DoTY=
+github.com/davecgh/go-spew v0.0.0-20151105211317-5215b55f46b2/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38=
+github.com/davecgh/go-spew v1.1.0/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38=
+github.com/davecgh/go-spew v1.1.1/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38=
+github.com/dgrijalva/jwt-go v0.0.0-20160705203006-01aeca54ebda/go.mod h1:E3ru+11k8xSBh+hMPgOLZmtrrCbhqsmaPHjLKYnJCaQ=
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diff --git a/workflow/metrics/collector.go b/workflow/metrics/collector.go
index fa52cac56433..e4662d661f4a 100644
--- a/workflow/metrics/collector.go
+++ b/workflow/metrics/collector.go
@@ -1,7 +1,6 @@
 package metrics
 
 import (
-	"os"
 	"strings"
 
 	"github.com/prometheus/client_golang/prometheus"
@@ -69,7 +68,8 @@ func NewWorkflowRegistry(informer cache.SharedIndexInformer) *prometheus.Registr
 // NewTelemetryRegistry creates a new prometheus registry that collects telemetry
 func NewTelemetryRegistry() *prometheus.Registry {
 	registry := prometheus.NewRegistry()
-	registry.MustRegister(prometheus.NewProcessCollector(os.Getpid(), ""))
+
+	registry.MustRegister(prometheus.NewProcessCollector(prometheus.ProcessCollectorOpts{}))
 	registry.MustRegister(prometheus.NewGoCollector())
 	return registry
 }