diff --git a/Makefile b/Makefile
index b3ce3df..d896edc 100644
--- a/Makefile
+++ b/Makefile
@@ -91,7 +91,7 @@
 
 .PHONY: install-tools
 install-tools:
-	go get -u golang.org/x/lint/golint
-	go get -u golang.org/x/tools/cmd/cover
-	go get -u golang.org/x/tools/cmd/goimports
-	go get -u github.com/rakyll/embedmd
+	go install golang.org/x/lint/golint@latest
+	go install golang.org/x/tools/cmd/cover@latest
+	go install golang.org/x/tools/cmd/goimports@latest
+	go install github.com/rakyll/embedmd@latest
diff --git a/examples/derived_gauges/README.md b/examples/derived_gauges/README.md
index 7ba33db..54a3ed6 100644
--- a/examples/derived_gauges/README.md
+++ b/examples/derived_gauges/README.md
@@ -147,7 +147,7 @@
 // items. Consumer randomly consumes 1-5 items in each attempt. It then sleeps randomly
 // between 1-10 seconds before the next attempt. Two metrics collected to monitor the queue.
 //
-// Metrics
+// # Metrics
 //
 // * queue_size: It is an instantaneous queue size represented using derived gauge int64.
 //
diff --git a/examples/derived_gauges/derived_gauge.go b/examples/derived_gauges/derived_gauge.go
index 88da8a6..a160c76 100644
--- a/examples/derived_gauges/derived_gauge.go
+++ b/examples/derived_gauges/derived_gauge.go
@@ -20,7 +20,7 @@
 // items. Consumer randomly consumes 1-5 items in each attempt. It then sleeps randomly
 // between 1-10 seconds before the next attempt. Two metrics collected to monitor the queue.
 //
-// Metrics
+// # Metrics
 //
 // * queue_size: It is an instantaneous queue size represented using derived gauge int64.
 //
diff --git a/examples/gauges/README.md b/examples/gauges/README.md
index 9b21b8d..142222b 100644
--- a/examples/gauges/README.md
+++ b/examples/gauges/README.md
@@ -124,7 +124,7 @@
 // This example shows how to use gauge metrics. The program records two gauges, one to demonstrate
 // a gauge with int64 value and the other to demonstrate a gauge with float64 value.
 //
-// Metrics
+// # Metrics
 //
 // 1. process_heap_alloc (int64): Total bytes used by objects allocated in the heap.
 // It includes objects currently used and objects that are freed but not garbage collected.
diff --git a/examples/gauges/gauge.go b/examples/gauges/gauge.go
index cc54490..28c4aa3 100644
--- a/examples/gauges/gauge.go
+++ b/examples/gauges/gauge.go
@@ -17,7 +17,7 @@
 // This example shows how to use gauge metrics. The program records two gauges, one to demonstrate
 // a gauge with int64 value and the other to demonstrate a gauge with float64 value.
 //
-// Metrics
+// # Metrics
 //
 // 1. process_heap_alloc (int64): Total bytes used by objects allocated in the heap.
 // It includes objects currently used and objects that are freed but not garbage collected.
diff --git a/examples/grpc/proto/helloworld.pb.go b/examples/grpc/proto/helloworld.pb.go
index a37136f..9a66031 100644
--- a/examples/grpc/proto/helloworld.pb.go
+++ b/examples/grpc/proto/helloworld.pb.go
@@ -5,9 +5,11 @@
 Package helloworld is a generated protocol buffer package.
 
 It is generated from these files:
+
 	helloworld.proto
 
 It has these top-level messages:
+
 	HelloRequest
 	HelloReply
 */
diff --git a/examples/quickstart/stats.go b/examples/quickstart/stats.go
index 51fc707..484b5e1 100644
--- a/examples/quickstart/stats.go
+++ b/examples/quickstart/stats.go
@@ -13,7 +13,8 @@
 // limitations under the License.
 
 // Command stats implements the stats Quick Start example from:
-//   https://opencensus.io/quickstart/go/metrics/
+//
+//	https://opencensus.io/quickstart/go/metrics/
 package main
 
 import (
diff --git a/go.mod b/go.mod
index 95b2522..b01208d 100644
--- a/go.mod
+++ b/go.mod
@@ -4,7 +4,7 @@
 	github.com/golang/groupcache v0.0.0-20200121045136-8c9f03a8e57e
 	github.com/golang/protobuf v1.4.3
 	github.com/google/go-cmp v0.5.3
-	github.com/stretchr/testify v1.6.1
+	github.com/stretchr/testify v1.8.1
 	golang.org/x/net v0.0.0-20201110031124-69a78807bb2b
 	google.golang.org/grpc v1.33.2
 )
diff --git a/go.sum b/go.sum
index c97cd1b..fa7f96d 100644
--- a/go.sum
+++ b/go.sum
@@ -3,18 +3,17 @@
 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/cncf/udpa/go v0.0.0-20191209042840-269d4d468f6f/go.mod h1:M8M6+tZqaGXZJjfX53e64911xZQV5JYwmTeXPW+k8Sc=
-github.com/davecgh/go-spew v1.1.0 h1:ZDRjVQ15GmhC3fiQ8ni8+OwkZQO4DARzQgrnXU1Liz8=
 github.com/davecgh/go-spew v1.1.0/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38=
+github.com/davecgh/go-spew v1.1.1 h1:vj9j/u1bqnvCEfJOwUhtlOARqs3+rkHYY13jYWTU97c=
+github.com/davecgh/go-spew v1.1.1/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38=
 github.com/envoyproxy/go-control-plane v0.9.0/go.mod h1:YTl/9mNaCwkRvm6d1a2C3ymFceY/DCBVvsKhRF0iEA4=
 github.com/envoyproxy/go-control-plane v0.9.1-0.20191026205805-5f8ba28d4473/go.mod h1:YTl/9mNaCwkRvm6d1a2C3ymFceY/DCBVvsKhRF0iEA4=
 github.com/envoyproxy/go-control-plane v0.9.4/go.mod h1:6rpuAdCZL397s3pYoYcLgu1mIlRU8Am5FuJP05cCM98=
 github.com/envoyproxy/protoc-gen-validate v0.1.0/go.mod h1:iSmxcyjqTsJpI2R4NaDN7+kN2VEUnK/pcBlmesArF7c=
-github.com/golang/glog v0.0.0-20160126235308-23def4e6c14b h1:VKtxabqXZkF25pY9ekfRL6a582T4P37/31XEstQ5p58=
 github.com/golang/glog v0.0.0-20160126235308-23def4e6c14b/go.mod h1:SBH7ygxi8pfUlaOkMMuAQtPIUF8ecWP5IEl/CR7VP2Q=
 github.com/golang/groupcache v0.0.0-20200121045136-8c9f03a8e57e h1:1r7pUrabqp18hOBcwBwiTsbnFeTZHV9eER/QT5JVZxY=
 github.com/golang/groupcache v0.0.0-20200121045136-8c9f03a8e57e/go.mod h1:cIg4eruTrX1D+g88fzRXU5OdNfaM+9IcxsU14FzY7Hc=
 github.com/golang/mock v1.1.1/go.mod h1:oTYuIxOrZwtPieC+H1uAHpcLFnEyAGVDL/k47Jfbm0A=
-github.com/golang/protobuf v1.2.0 h1:P3YflyNX/ehuJFLhxviNdFxQPkGK5cDcApsge1SqnvM=
 github.com/golang/protobuf v1.2.0/go.mod h1:6lQm79b+lXiMfvg/cZm0SGofjICqVBUtrP5yJMmIC1U=
 github.com/golang/protobuf v1.3.2/go.mod h1:6lQm79b+lXiMfvg/cZm0SGofjICqVBUtrP5yJMmIC1U=
 github.com/golang/protobuf v1.4.0-rc.1/go.mod h1:ceaxUfeHdC40wWswd/P6IGgMaK3YpKi5j83Wpe3EHw8=
@@ -26,7 +25,6 @@
 github.com/golang/protobuf v1.4.3 h1:JjCZWpVbqXDqFVmTfYWEVTMIYrL/NPdPSCHPJ0T/raM=
 github.com/golang/protobuf v1.4.3/go.mod h1:oDoupMAO8OvCJWAcko0GGGIgR6R6ocIYbsSw735rRwI=
 github.com/google/go-cmp v0.2.0/go.mod h1:oXzfMopK8JAjlY9xF4vHSVASa0yLyX7SntLO5aqRK0M=
-github.com/google/go-cmp v0.3.0 h1:crn/baboCvb5fXaQ0IJ1SGTsTVrWpDsCWC8EGETZijY=
 github.com/google/go-cmp v0.3.0/go.mod h1:8QqcDgzrUqlUb/G2PQTWiueGozuR1884gddMywk6iLU=
 github.com/google/go-cmp v0.3.1/go.mod h1:8QqcDgzrUqlUb/G2PQTWiueGozuR1884gddMywk6iLU=
 github.com/google/go-cmp v0.4.0/go.mod h1:v8dTdLbMG2kIc/vJvl+f65V22dbkXbowE6jgT/gNBxE=
@@ -38,59 +36,50 @@
 github.com/pmezard/go-difflib v1.0.0/go.mod h1:iKH77koFhYxTK1pcRnkKkqfTogsbg7gZNVY4sRDYZ/4=
 github.com/prometheus/client_model v0.0.0-20190812154241-14fe0d1b01d4/go.mod h1:xMI15A0UPsDsEKsMN9yxemIoYk6Tm2C1GtYGdfGttqA=
 github.com/stretchr/objx v0.1.0/go.mod h1:HFkY916IF+rwdDfMAkV7OtwuqBVzrE8GR6GFx+wExME=
-github.com/stretchr/testify v1.6.1 h1:hDPOHmpOpP40lSULcqw7IrRb/u7w6RpDC9399XyoNd0=
-github.com/stretchr/testify v1.6.1/go.mod h1:6Fq8oRcR53rry900zMqJjRRixrwX3KX962/h/Wwjteg=
+github.com/stretchr/objx v0.4.0/go.mod h1:YvHI0jy2hoMjB+UWwv71VJQ9isScKT/TqJzVSSt89Yw=
+github.com/stretchr/objx v0.5.0/go.mod h1:Yh+to48EsGEfYuaHDzXPcE3xhTkx73EhmCGUpEOglKo=
+github.com/stretchr/testify v1.7.1/go.mod h1:6Fq8oRcR53rry900zMqJjRRixrwX3KX962/h/Wwjteg=
+github.com/stretchr/testify v1.8.0/go.mod h1:yNjHg4UonilssWZ8iaSj1OCr/vHnekPRkoO+kdMU+MU=
+github.com/stretchr/testify v1.8.1 h1:w7B6lhMri9wdJUVmEZPGGhZzrYTPvgJArz7wNPgYKsk=
+github.com/stretchr/testify v1.8.1/go.mod h1:w2LPCIKwWwSfY2zedu0+kehJoqGctiVI29o6fzry7u4=
 golang.org/x/crypto v0.0.0-20190308221718-c2843e01d9a2/go.mod h1:djNgcEr1/C05ACkg1iLfiJU5Ep61QUkGW8qpdssI0+w=
 golang.org/x/crypto v0.0.0-20200622213623-75b288015ac9/go.mod h1:LzIPMQfyMNhhGPhUkYOs5KpL4U8rLKemX1yGLhDgUto=
 golang.org/x/exp v0.0.0-20190121172915-509febef88a4/go.mod h1:CJ0aWSM057203Lf6IL+f9T1iT9GByDxfZKAQTCR3kQA=
 golang.org/x/lint v0.0.0-20181026193005-c67002cb31c3/go.mod h1:UVdnD1Gm6xHRNCYTkRU2/jEulfH38KcIWyp/GAMgvoE=
 golang.org/x/lint v0.0.0-20190227174305-5b3e6a55c961/go.mod h1:wehouNa3lNwaWXcvxsM5YxQ5yQlVC4a0KAMCusXpPoU=
-golang.org/x/lint v0.0.0-20190313153728-d0100b6bd8b3 h1:XQyxROzUlZH+WIQwySDgnISgOivlhjIEwaQaJEJrrN0=
 golang.org/x/lint v0.0.0-20190313153728-d0100b6bd8b3/go.mod h1:6SW0HCj/g11FgYtHlgUYUwCkIfeOF89ocIRzGO/8vkc=
 golang.org/x/net v0.0.0-20180724234803-3673e40ba225/go.mod h1:mL1N/T3taQHkDXs73rZJwtUhF3w3ftmwwsq0BUmARs4=
 golang.org/x/net v0.0.0-20180826012351-8a410e7b638d/go.mod h1:mL1N/T3taQHkDXs73rZJwtUhF3w3ftmwwsq0BUmARs4=
 golang.org/x/net v0.0.0-20190213061140-3a22650c66bd/go.mod h1:mL1N/T3taQHkDXs73rZJwtUhF3w3ftmwwsq0BUmARs4=
-golang.org/x/net v0.0.0-20190311183353-d8887717615a h1:oWX7TPOiFAMXLq8o0ikBYfCJVlRHBcsciT5bXOrH628=
 golang.org/x/net v0.0.0-20190311183353-d8887717615a/go.mod h1:t9HGtf8HONx5eT2rtn7q6eTqICYqUVnKs3thJo3Qplg=
 golang.org/x/net v0.0.0-20190404232315-eb5bcb51f2a3/go.mod h1:t9HGtf8HONx5eT2rtn7q6eTqICYqUVnKs3thJo3Qplg=
 golang.org/x/net v0.0.0-20201110031124-69a78807bb2b h1:uwuIcX0g4Yl1NC5XAz37xsr2lTtcqevgzYNVt49waME=
 golang.org/x/net v0.0.0-20201110031124-69a78807bb2b/go.mod h1:sp8m0HH+o8qH0wwXwYZr8TS3Oi6o0r6Gce1SSxlDquU=
 golang.org/x/oauth2 v0.0.0-20180821212333-d2e6202438be/go.mod h1:N/0e6XlmueqKjAGxoOufVs8QHGRruUQn6yWY3a++T0U=
-golang.org/x/sync v0.0.0-20180314180146-1d60e4601c6f h1:wMNYb4v58l5UBM7MYRLPG6ZhfOqbKu7X5eyFl8ZhKvA=
 golang.org/x/sync v0.0.0-20180314180146-1d60e4601c6f/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
-golang.org/x/sync v0.0.0-20181108010431-42b317875d0f h1:Bl/8QSvNqXvPGPGXa2z5xUTmV7VDcZyvRZ+QQXkXTZQ=
 golang.org/x/sync v0.0.0-20181108010431-42b317875d0f/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
 golang.org/x/sync v0.0.0-20190423024810-112230192c58/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
 golang.org/x/sys v0.0.0-20180830151530-49385e6e1522/go.mod h1:STP8DvDyc/dI5b8T5hshtkjS+E42TnysNCUPdjciGhY=
-golang.org/x/sys v0.0.0-20190215142949-d0b11bdaac8a h1:1BGLXjeY4akVXGgbC9HugT3Jv3hCI0z56oJR5vAMgBU=
 golang.org/x/sys v0.0.0-20190215142949-d0b11bdaac8a/go.mod h1:STP8DvDyc/dI5b8T5hshtkjS+E42TnysNCUPdjciGhY=
 golang.org/x/sys v0.0.0-20190412213103-97732733099d/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
 golang.org/x/sys v0.0.0-20200930185726-fdedc70b468f h1:+Nyd8tzPX9R7BWHguqsrbFdRx3WQ/1ib8I44HXV5yTA=
 golang.org/x/sys v0.0.0-20200930185726-fdedc70b468f/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
-golang.org/x/text v0.3.0 h1:g61tztE5qeGQ89tm6NTjjM9VPIm088od1l6aSorWRWg=
 golang.org/x/text v0.3.0/go.mod h1:NqM8EUOU14njkJ3fqMW+pc6Ldnwhi/IjpwHt7yyuwOQ=
 golang.org/x/text v0.3.3 h1:cokOdA+Jmi5PJGXLlLllQSgYigAEfHXJAERHVMaCc2k=
 golang.org/x/text v0.3.3/go.mod h1:5Zoc/QRtKVWzQhOtBMvqHzDpF6irO9z98xDceosuGiQ=
 golang.org/x/tools v0.0.0-20180917221912-90fa682c2a6e/go.mod h1:n7NCudcB/nEzxVGmLbDWY5pfWTLqBcC2KZ6jyYvM4mQ=
 golang.org/x/tools v0.0.0-20190114222345-bf090417da8b/go.mod h1:n7NCudcB/nEzxVGmLbDWY5pfWTLqBcC2KZ6jyYvM4mQ=
-golang.org/x/tools v0.0.0-20190114222345-bf090417da8b/go.mod h1:n7NCudcB/nEzxVGmLbDWY5pfWTLqBcC2KZ6jyYvM4mQ=
 golang.org/x/tools v0.0.0-20190226205152-f727befe758c/go.mod h1:9Yl7xja0Znq3iFh3HoIrodX9oNMXvdceNzlUR8zjMvY=
-golang.org/x/tools v0.0.0-20190226205152-f727befe758c/go.mod h1:9Yl7xja0Znq3iFh3HoIrodX9oNMXvdceNzlUR8zjMvY=
-golang.org/x/tools v0.0.0-20190311212946-11955173bddd h1:/e+gpKk9r3dJobndpTytxS2gOy6m5uvpg+ISQoEcusQ=
 golang.org/x/tools v0.0.0-20190311212946-11955173bddd/go.mod h1:LCzVGOaR6xXOjkQ3onu1FJEFr0SW1gC7cKk1uF8kGRs=
 golang.org/x/tools v0.0.0-20190524140312-2c0ae7006135/go.mod h1:RgjU9mgBXZiqYHBnxXauZ1Gv1EHHAz9KjViQ78xBX0Q=
 golang.org/x/xerrors v0.0.0-20191204190536-9bdfabe68543 h1:E7g+9GITq07hpfrRu66IVDexMakfv52eLZ2CXBWiKr4=
 golang.org/x/xerrors v0.0.0-20191204190536-9bdfabe68543/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0=
 google.golang.org/appengine v1.1.0/go.mod h1:EbEs0AVv82hx2wNQdGPgUI5lhzA/G0D9YwlJXL52JkM=
 google.golang.org/appengine v1.4.0/go.mod h1:xpcJRLb0r/rnEns0DIKYYv+WjYCduHsrkT7/EB5XEv4=
-google.golang.org/genproto v0.0.0-20180817151627-c66870c02cf8 h1:Nw54tB0rB7hY/N0NQvRW8DG4Yk3Q6T9cu9RcFQDu1tc=
 google.golang.org/genproto v0.0.0-20180817151627-c66870c02cf8/go.mod h1:JiN7NxoALGmiZfu7CAH4rXhgtRTLTxftemlI0sWmxmc=
 google.golang.org/genproto v0.0.0-20190819201941-24fa4b261c55/go.mod h1:DMBHOl98Agz4BDEuKkezgsaosCRResVns1a3J2ZsMNc=
 google.golang.org/genproto v0.0.0-20200526211855-cb27e3aa2013 h1:+kGHl1aib/qcwaRi1CbqBZ1rk19r85MNUf8HaBghugY=
 google.golang.org/genproto v0.0.0-20200526211855-cb27e3aa2013/go.mod h1:NbSheEEYHJ7i3ixzK3sjbqSGDJWnxyFXZblF3eUsNvo=
-google.golang.org/grpc v1.19.0 h1:cfg4PD8YEdSFnm7qLV4++93WcmhH2nIUhMjhdCvl3j8=
-google.golang.org/grpc v1.19.0 h1:cfg4PD8YEdSFnm7qLV4++93WcmhH2nIUhMjhdCvl3j8=
-google.golang.org/grpc v1.19.0/go.mod h1:mqu4LbDTu4XGKhr4mRzUsmM4RtVoemTSY81AxZiDr8c=
 google.golang.org/grpc v1.19.0/go.mod h1:mqu4LbDTu4XGKhr4mRzUsmM4RtVoemTSY81AxZiDr8c=
 google.golang.org/grpc v1.23.0/go.mod h1:Y5yQAOtifL1yxbo5wqy6BxZv8vAUGQwXBOALyacEbxg=
 google.golang.org/grpc v1.25.1/go.mod h1:c3i+UQWmh7LiEpx4sFZnkU36qjEYZ0imhYfXVyQciAY=
@@ -103,14 +92,14 @@
 google.golang.org/protobuf v1.20.1-0.20200309200217-e05f789c0967/go.mod h1:A+miEFZTKqfCUM6K7xSMQL9OKL/b6hQv+e19PK+JZNE=
 google.golang.org/protobuf v1.21.0/go.mod h1:47Nbq4nVaFHyn7ilMalzfO3qCViNmqZ2kzikPIcrTAo=
 google.golang.org/protobuf v1.22.0/go.mod h1:EGpADcykh3NcUnDUJcl1+ZksZNG86OlYog2l/sGQquU=
-google.golang.org/protobuf v1.23.0 h1:4MY060fB1DLGMB/7MBTLnwQUY6+F09GEiz6SsrNqyzM=
 google.golang.org/protobuf v1.23.0/go.mod h1:EGpADcykh3NcUnDUJcl1+ZksZNG86OlYog2l/sGQquU=
 google.golang.org/protobuf v1.23.1-0.20200526195155-81db48ad09cc/go.mod h1:EGpADcykh3NcUnDUJcl1+ZksZNG86OlYog2l/sGQquU=
 google.golang.org/protobuf v1.25.0 h1:Ejskq+SyPohKW+1uil0JJMtmHCgJPJ/qWTxr8qp+R4c=
 google.golang.org/protobuf v1.25.0/go.mod h1:9JNX74DMeImyA3h4bdi1ymwjUzf21/xIlbajtzgsN7c=
 gopkg.in/check.v1 v0.0.0-20161208181325-20d25e280405 h1:yhCVgyC4o1eVCa2tZl7eS0r+SDo693bJlVdllGtEeKM=
 gopkg.in/check.v1 v0.0.0-20161208181325-20d25e280405/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0=
-gopkg.in/yaml.v3 v3.0.0-20200313102051-9f266ea9e77c h1:dUUwHk2QECo/6vqA44rthZ8ie2QXMNeKRTHCNY2nXvo=
 gopkg.in/yaml.v3 v3.0.0-20200313102051-9f266ea9e77c/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM=
+gopkg.in/yaml.v3 v3.0.1 h1:fxVm/GzAzEWqLHuvctI91KS9hhNmmWOoWu0XTYJS7CA=
+gopkg.in/yaml.v3 v3.0.1/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM=
 honnef.co/go/tools v0.0.0-20190102054323-c2f93a96b099/go.mod h1:rf3lG4BRIbNafJWhAfAdb/ePZxsR/4RtNHQocxwk9r4=
 honnef.co/go/tools v0.0.0-20190523083050-ea95bdfd59fc/go.mod h1:rf3lG4BRIbNafJWhAfAdb/ePZxsR/4RtNHQocxwk9r4=
diff --git a/internal/testpb/test.pb.go b/internal/testpb/test.pb.go
index 3ba4950..c7738e2 100644
--- a/internal/testpb/test.pb.go
+++ b/internal/testpb/test.pb.go
@@ -5,9 +5,11 @@
 Package testpb is a generated protocol buffer package.
 
 It is generated from these files:
+
 	test.proto
 
 It has these top-level messages:
+
 	FooRequest
 	FooResponse
 */
diff --git a/metric/test/exporter.go b/metric/test/exporter.go
index 7b57935..afc1301 100644
--- a/metric/test/exporter.go
+++ b/metric/test/exporter.go
@@ -56,7 +56,7 @@
 	e.metricReader.ReadAndExport(e)
 }
 
-// String defines the ``native'' format for the exporter.
+// String defines the “native” format for the exporter.
 func (e *Exporter) String() string {
 	return fmt.Sprintf("points{%v}", e.points)
 }
diff --git a/plugin/ochttp/server.go b/plugin/ochttp/server.go
index c7ea642..f7c8434 100644
--- a/plugin/ochttp/server.go
+++ b/plugin/ochttp/server.go
@@ -31,14 +31,14 @@
 // Handler is an http.Handler wrapper to instrument your HTTP server with
 // OpenCensus. It supports both stats and tracing.
 //
-// Tracing
+// # Tracing
 //
 // This handler is aware of the incoming request's span, reading it from request
 // headers as configured using the Propagation field.
 // The extracted span can be accessed from the incoming request's
 // context.
 //
-//    span := trace.FromContext(r.Context())
+//	span := trace.FromContext(r.Context())
 //
 // The server span will be automatically ended at the end of ServeHTTP.
 type Handler struct {
@@ -224,7 +224,9 @@
 }
 
 // wrappedResponseWriter returns a wrapped version of the original
-//  ResponseWriter and only implements the same combination of additional
+//
+//	ResponseWriter and only implements the same combination of additional
+//
 // interfaces as the original.
 // This implementation is based on https://github.com/felixge/httpsnoop.
 func (t *trackingResponseWriter) wrappedResponseWriter() http.ResponseWriter {
diff --git a/plugin/runmetrics/doc.go b/plugin/runmetrics/doc.go
index 2bb53d4..6948b4b 100644
--- a/plugin/runmetrics/doc.go
+++ b/plugin/runmetrics/doc.go
@@ -16,8 +16,8 @@
 //
 // To enable collecting runtime metrics, just call Enable():
 //
-//     _ := runmetrics.Enable(runmetrics.RunMetricOptions{
-//         EnableCPU: true,
-//         EnableMemory: true,
-//     })
+//	_ := runmetrics.Enable(runmetrics.RunMetricOptions{
+//	    EnableCPU: true,
+//	    EnableMemory: true,
+//	})
 package runmetrics // import "go.opencensus.io/plugin/runmetrics"
diff --git a/stats/doc.go b/stats/doc.go
index 00d473e..31477a4 100644
--- a/stats/doc.go
+++ b/stats/doc.go
@@ -19,7 +19,7 @@
 OpenCensus allows users to create typed measures, record measurements,
 aggregate the collected data, and export the aggregated data.
 
-Measures
+# Measures
 
 A measure represents a type of data point to be tracked and recorded.
 For example, latency, request Mb/s, and response Mb/s are measures
@@ -33,7 +33,7 @@
 create views and collect and break down measures by the tags they are
 interested in.
 
-Recording measurements
+# Recording measurements
 
 Measurement is a data point to be collected for a measure. For example,
 for a latency (ms) measure, 100 is a measurement that represents a 100ms
@@ -49,7 +49,7 @@
 on which measurements they want to collect by registering views. This allows
 libraries to turn on the instrumentation by default.
 
-Exemplars
+# Exemplars
 
 For a given recorded measurement, the associated exemplar is a diagnostic map
 that gives more information about the measurement.
@@ -64,6 +64,5 @@
 
 When exported to a supporting back end, you should be able to easily navigate
 to example traces that fell into each bucket in the Distribution.
-
 */
 package stats // import "go.opencensus.io/stats"
diff --git a/stats/view/aggregation.go b/stats/view/aggregation.go
index 748bd56..61f72d2 100644
--- a/stats/view/aggregation.go
+++ b/stats/view/aggregation.go
@@ -90,9 +90,9 @@
 //
 // If len(bounds) >= 2 then the boundaries for bucket index i are:
 //
-//     [-infinity, bounds[i]) for i = 0
-//     [bounds[i-1], bounds[i]) for 0 < i < length
-//     [bounds[i-1], +infinity) for i = length
+//	[-infinity, bounds[i]) for i = 0
+//	[bounds[i-1], bounds[i]) for 0 < i < length
+//	[bounds[i-1], +infinity) for i = length
 //
 // If len(bounds) is 0 then there is no histogram associated with the
 // distribution. There will be a single bucket with boundaries
diff --git a/stats/view/doc.go b/stats/view/doc.go
index 7bbedfe..60bf0e3 100644
--- a/stats/view/doc.go
+++ b/stats/view/doc.go
@@ -34,7 +34,7 @@
 // Libraries can define views but it is recommended that in most cases registering
 // views be left up to applications.
 //
-// Exporting
+// # Exporting
 //
 // Collected and aggregated data can be exported to a metric collection
 // backend by registering its exporter.
diff --git a/trace/doc.go b/trace/doc.go
index 04b1ee4..7a1616a 100644
--- a/trace/doc.go
+++ b/trace/doc.go
@@ -18,24 +18,23 @@
 The following assumes a basic familiarity with OpenCensus concepts.
 See http://opencensus.io
 
-
-Exporting Traces
+# Exporting Traces
 
 To export collected tracing data, register at least one exporter. You can use
 one of the provided exporters or write your own.
 
-    trace.RegisterExporter(exporter)
+	trace.RegisterExporter(exporter)
 
 By default, traces will be sampled relatively rarely. To change the sampling
 frequency for your entire program, call ApplyConfig. Use a ProbabilitySampler
 to sample a subset of traces, or use AlwaysSample to collect a trace on every run:
 
-    trace.ApplyConfig(trace.Config{DefaultSampler: trace.AlwaysSample()})
+	trace.ApplyConfig(trace.Config{DefaultSampler: trace.AlwaysSample()})
 
 Be careful about using trace.AlwaysSample in a production application with
 significant traffic: a new trace will be started and exported for every request.
 
-Adding Spans to a Trace
+# Adding Spans to a Trace
 
 A trace consists of a tree of spans. In Go, the current span is carried in a
 context.Context.
@@ -44,8 +43,8 @@
 this to work, the function must take a context.Context as a parameter. Add these two
 lines to the top of the function:
 
-    ctx, span := trace.StartSpan(ctx, "example.com/Run")
-    defer span.End()
+	ctx, span := trace.StartSpan(ctx, "example.com/Run")
+	defer span.End()
 
 StartSpan will create a new top-level span if the context
 doesn't contain another span, otherwise it will create a child span.
diff --git a/zpages/zpages.go b/zpages/zpages.go
index 5929d1f..7ee2c2e 100644
--- a/zpages/zpages.go
+++ b/zpages/zpages.go
@@ -22,7 +22,7 @@
 // zpages are currrently work-in-process and cannot display minutely and
 // hourly stats correctly.
 //
-// Performance
+// # Performance
 //
 // Installing the zpages has a performance overhead because additional traces
 // and stats will be collected in-process. In most cases, we expect this