diff --git a/.github/workflows/test.yaml b/.github/workflows/test.yaml
new file mode 100644
index 0000000..54cd5a4
--- /dev/null
+++ b/.github/workflows/test.yaml
@@ -0,0 +1,18 @@
+name: Test
+
+on: [push]
+
+jobs:
+  go-test:
+    runs-on: ubuntu-latest
+    steps:
+      - name: set up go
+        uses: actions/setup-go@v2
+        with:
+          go-version: 1.22
+      - name: checkout the code
+        uses: actions/checkout@v2
+      - name: check format
+        run: if [ "$(gofmt -s -l . | wc -l)" -gt 0 ]; then exit 1; fi
+      # - name: test
+      #   run: make test
diff --git a/.gitignore b/.gitignore
index 50d62a7..436debc 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1 +1,4 @@
+.idea
 dynamodb-sync
+
+dist/
diff --git a/.goreleaser.yaml b/.goreleaser.yaml
new file mode 100644
index 0000000..e4cb740
--- /dev/null
+++ b/.goreleaser.yaml
@@ -0,0 +1,23 @@
+
+version: 2
+
+before:
+  hooks:
+    - rm -rf ./dist
+    - go mod tidy
+    - go generate ./...
+
+builds:
+  - env: [CGO_ENABLED=0]
+    goos:
+      - linux
+    goarch:
+      - amd64
+      - arm64
+
+changelog:
+  sort: asc
+  filters:
+    exclude:
+      - "^docs:"
+      - "^test:"
diff --git a/Makefile b/Makefile
new file mode 100644
index 0000000..83ed0f6
--- /dev/null
+++ b/Makefile
@@ -0,0 +1,15 @@
+.PHONY: clean
+clean:
+	rm -f dynamodb-sync
+
+.PHONY: fmt
+fmt:
+	gofmt -s -w .
+
+.PHONY: test
+test:
+	go test -v ./...
+
+.PHONY: build
+build: clean
+	GOOS=linux GOARCH=amd64 go build
diff --git a/README.md b/README.md
index b9025b0..fd0e79f 100644
--- a/README.md
+++ b/README.md
@@ -1 +1,3 @@
-# dynamodb-sync
\ No newline at end of file
+[![Test build status](https://github.com/thumbtack/dynamodb-sync/workflows/Test/badge.svg)](https://github.com/thumbtack/dynamodb-sync/actions?query=workflow%3ATest)
+
+## dynamodb-sync
diff --git a/checkpoint.go b/checkpoint.go
index 52e9b18..dca3e41 100644
--- a/checkpoint.go
+++ b/checkpoint.go
@@ -128,7 +128,8 @@ func (sync *syncState) isCheckpointFound(key primaryKey) bool {
 
 // Update the checkpoint for `key's` local state
 // sync  : timestamp,
-// 		  checkpoint[`shardId`]: `sequenceNumber`
+//
+//	checkpoint[`shardId`]: `sequenceNumber`
 func (sync *syncState) updateCheckpointLocal(
 	key primaryKey,
 	sequenceNumber string,
diff --git a/go.mod b/go.mod
new file mode 100644
index 0000000..e915622
--- /dev/null
+++ b/go.mod
@@ -0,0 +1,15 @@
+module github.com/thumbtack/dynamodb-sync
+
+go 1.22
+
+require (
+	github.com/aws/aws-sdk-go v1.54.1
+	github.com/sirupsen/logrus v1.9.3
+	golang.org/x/time v0.5.0
+)
+
+require (
+	github.com/jmespath/go-jmespath v0.4.0 // indirect
+	github.com/stretchr/testify v1.9.0 // indirect
+	golang.org/x/sys v0.0.0-20220715151400-c0bba94af5f8 // indirect
+)
diff --git a/go.sum b/go.sum
new file mode 100644
index 0000000..775dd3c
--- /dev/null
+++ b/go.sum
@@ -0,0 +1,27 @@
+github.com/aws/aws-sdk-go v1.54.1 h1:+ULL7oLC+v3T00fOMIohUarPI3SR3oyDd6FBEvgdhvs=
+github.com/aws/aws-sdk-go v1.54.1/go.mod h1:LF8svs817+Nz+DmiMQKTO3ubZ/6IaTpq3TjupRn3Eqk=
+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/jmespath/go-jmespath v0.4.0 h1:BEgLn5cpjn8UN1mAw4NjwDrS35OdebyEtFe+9YPoQUg=
+github.com/jmespath/go-jmespath v0.4.0/go.mod h1:T8mJZnbsbmF+m6zOOFylbeCJqk5+pHWvzYPziyZiYoo=
+github.com/jmespath/go-jmespath/internal/testify v1.5.1 h1:shLQSRRSCCPj3f2gpwzGwWFoC7ycTf1rcQZHOlsJ6N8=
+github.com/jmespath/go-jmespath/internal/testify v1.5.1/go.mod h1:L3OGu8Wl2/fWfCI6z80xFu9LTZmf1ZRjMHUOPmWr69U=
+github.com/pmezard/go-difflib v1.0.0 h1:4DBwDE0NGyQoBHbLQYPwSUPoCMWR5BEzIk/f1lZbAQM=
+github.com/pmezard/go-difflib v1.0.0/go.mod h1:iKH77koFhYxTK1pcRnkKkqfTogsbg7gZNVY4sRDYZ/4=
+github.com/sirupsen/logrus v1.9.3 h1:dueUQJ1C2q9oE3F7wvmSGAaVtTmUizReu6fjN8uqzbQ=
+github.com/sirupsen/logrus v1.9.3/go.mod h1:naHLuLoDiP4jHNo9R0sCBMtWGeIprob74mVsIT4qYEQ=
+github.com/stretchr/objx v0.1.0/go.mod h1:HFkY916IF+rwdDfMAkV7OtwuqBVzrE8GR6GFx+wExME=
+github.com/stretchr/testify v1.7.0/go.mod h1:6Fq8oRcR53rry900zMqJjRRixrwX3KX962/h/Wwjteg=
+github.com/stretchr/testify v1.9.0 h1:HtqpIVDClZ4nwg75+f6Lvsy/wHu+3BoSGCbBAcpTsTg=
+github.com/stretchr/testify v1.9.0/go.mod h1:r2ic/lqez/lEtzL7wO/rwa5dbSLXVDPFyf8C91i36aY=
+golang.org/x/sys v0.0.0-20220715151400-c0bba94af5f8 h1:0A+M6Uqn+Eje4kHMK80dtF3JCXC4ykBgQG4Fe06QRhQ=
+golang.org/x/sys v0.0.0-20220715151400-c0bba94af5f8/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
+golang.org/x/time v0.5.0 h1:o7cqy6amK/52YcAKIPlM3a+Fpj35zvRj2TP+e1xFSfk=
+golang.org/x/time v0.5.0/go.mod h1:3BpzKBy/shNhVucY/MWOyx10tF3SFh9QdLuxbVysPQM=
+gopkg.in/check.v1 v0.0.0-20161208181325-20d25e280405/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0=
+gopkg.in/yaml.v2 v2.2.8 h1:obN1ZagJSUGI0Ek/LBmuj4SNLPfIny3KsKFopxRdj10=
+gopkg.in/yaml.v2 v2.2.8/go.mod h1:hI93XBmqTisBFMUTm0b8Fm+jr3Dg1NNxqwp+5A1VGuI=
+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=
diff --git a/main.go b/main.go
index bad7a58..ad74269 100644
--- a/main.go
+++ b/main.go
@@ -25,12 +25,8 @@ package main
 import (
 	"encoding/json"
 	"errors"
-	"github.com/aws/aws-sdk-go/aws/credentials/stscreds"
 	"strings"
 
-	//"github.com/aws/aws-sdk-go/aws/credentials/stscreds"
-	"github.com/thumbtack/go/lib/metrics"
-	//"github.com/thumbtack/go/lib/monitoring"
 	"io/ioutil"
 	"net/http"
 	_ "net/http/pprof"
@@ -40,6 +36,7 @@ import (
 	"time"
 
 	"github.com/aws/aws-sdk-go/aws"
+	"github.com/aws/aws-sdk-go/aws/credentials/stscreds"
 	"github.com/aws/aws-sdk-go/aws/session"
 	"github.com/aws/aws-sdk-go/service/dynamodb"
 	"github.com/aws/aws-sdk-go/service/dynamodbstreams"
@@ -61,7 +58,6 @@ var ddbTable = os.Getenv(paramCheckpointTable)
 var ddbRegion = os.Getenv(paramCheckpointRegion)
 var ddbEndpoint = os.Getenv(paramCheckpointEndpoint)
 var ddbClient = ddbConfigConnect(ddbRegion, ddbEndpoint, maxRetries, *logger)
-var metricsClient = newMetricsClient()
 
 type config struct {
 	SrcTable                  string `json:"src_table"`
@@ -77,7 +73,7 @@ type config struct {
 	ReadQps                   int64  `json:"read_qps"`
 	WriteQps                  int64  `json:"write_qps"`
 	UpdateCheckpointThreshold int    `json:"update_checkpoint_threshold"`
-	EnableStreaming           *bool   `json:"enable_streaming"`
+	EnableStreaming           *bool  `json:"enable_streaming"`
 }
 
 // Config file is read and dumped into this struct
@@ -108,12 +104,12 @@ func NewSyncState(tableConfig config) *syncState {
 	var stream *dynamodbstreams.DynamoDBStreams
 
 	tr := &http.Transport{
-		MaxIdleConns:       2048,
-		MaxConnsPerHost:    1024,
+		MaxIdleConns:    2048,
+		MaxConnsPerHost: 1024,
 	}
 	httpClient := &http.Client{
-		Timeout:8*time.Second,
-		Transport:tr}
+		Timeout:   8 * time.Second,
+		Transport: tr}
 
 	srcSess := session.Must(
 		session.NewSession(
@@ -169,8 +165,8 @@ func NewSyncState(tableConfig config) *syncState {
 }
 
 type appConfig struct {
-	sync          []config
-	verbose       bool
+	sync    []config
+	verbose bool
 }
 
 // The primary key of the Checkpoint ddb table, of the stream etc
@@ -199,15 +195,6 @@ func ddbConfigConnect(region string, endpoint string, maxRetries int, logger log
 		)))
 }
 
-func newMetricsClient() (client metrics.Client) {
-	client, err := metrics.NewAlfredAppClient()
-	if err != nil {
-		logger.WithFields(logging.Fields{"Error":err}).Error("Error in initializing metrics")
-		os.Exit(1)
-	}
-	return client
-}
-
 // app constructor
 func NewApp() *appConfig {
 	logger.SetLevel(logging.InfoLevel)
@@ -239,8 +226,8 @@ func NewApp() *appConfig {
 	}
 
 	return &appConfig{
-		sync:          tableConfig,
-		verbose:       true,
+		sync:    tableConfig,
+		verbose: true,
 	}
 }
 
@@ -277,7 +264,6 @@ func setDefaults(tableConfig []config) ([]config, error) {
 			continue
 		}
 
-
 		if tableConfig[i].ReadQps == 0 {
 			tableConfig[i].ReadQps = 500
 		}
diff --git a/replicate.go b/replicate.go
index 2a653ea..c231084 100644
--- a/replicate.go
+++ b/replicate.go
@@ -1,10 +1,11 @@
 package main
 
 import (
-	"golang.org/x/time/rate"
 	"sync"
 	"time"
 
+	"golang.org/x/time/rate"
+
 	"github.com/aws/aws-sdk-go/aws"
 	"github.com/aws/aws-sdk-go/service/dynamodb"
 	"github.com/aws/aws-sdk-go/service/dynamodbstreams"
@@ -196,8 +197,8 @@ func (sync *syncState) streamSync(key primaryKey, streamArn string) error {
 	numShards := 0
 
 	type shardStats struct {
-		numShards    int
-		tableName    string
+		numShards int
+		tableName string
 	}
 
 	type activeShardStats struct {
@@ -227,7 +228,7 @@ func (sync *syncState) streamSync(key primaryKey, streamArn string) error {
 		}
 
 		numShards += len(result.StreamDescription.Shards)
-		
+
 		for _, shard := range result.StreamDescription.Shards {
 			sync.checkpointLock.RLock()
 			_, ok := sync.expiredShards[*shard.ShardId]
diff --git a/shard.go b/shard.go
index d356c50..bed51a7 100644
--- a/shard.go
+++ b/shard.go
@@ -12,7 +12,7 @@ import (
 func backoff(i int, s string) {
 	wait := math.Pow(2, float64(i))
 	logger.WithFields(logging.Fields{
-		"Backoff Caller":             s,
+		"Backoff Caller":        s,
 		"Backoff Time(seconds)": wait,
 	}).Info("Backing off")
 	time.Sleep(time.Duration(wait) * time.Second)
diff --git a/sync_test.go b/sync_test.go
index e768e6f..e0289c8 100644
--- a/sync_test.go
+++ b/sync_test.go
@@ -272,7 +272,7 @@ func (sync *syncState) testStreamSyncWait() {
 }
 
 func (sync *syncState) testExpireShards() {
-	for random, _ := range sync.checkpoint {
+	for random := range sync.checkpoint {
 		k := primaryKey{sync.tableConfig.SrcTable, sync.tableConfig.DstTable}
 		sync.expireCheckpointLocal(k, aws.String(random))
 		sync.expireCheckpointRemote(k, random)
diff --git a/table.go b/table.go
index e276977..f875a23 100644
--- a/table.go
+++ b/table.go
@@ -2,12 +2,13 @@ package main
 
 import (
 	"errors"
-	"golang.org/x/time/rate"
 	"os"
 	"strings"
 	"sync"
 	"time"
 
+	"golang.org/x/time/rate"
+
 	"github.com/aws/aws-sdk-go/aws"
 	"github.com/aws/aws-sdk-go/service/dynamodb"
 	logging "github.com/sirupsen/logrus"
@@ -23,36 +24,36 @@ func (sync *syncState) writeBatch(
 	batch map[string][]*dynamodb.WriteRequest,
 	key primaryKey, rl *rate.Limiter, reqCapacity float64,
 	writeBatchSize int64) []*dynamodb.ConsumedCapacity {
-		i := 0
-		r := rl.ReserveN(time.Now(), int(reqCapacity))
-		if !r.OK() {
-			r = rl.ReserveN(time.Now(), int(writeBatchSize))
-		}
-		time.Sleep(r.Delay())
-		consumedCapacity := make([]*dynamodb.ConsumedCapacity, 0)
-
-		for len(batch) > 0 {
-			output,_ := sync.dstDynamo.BatchWriteItem(
-				&dynamodb.BatchWriteItemInput{
-					RequestItems: batch,
-				})
-
-			consumedCapacity = append(consumedCapacity, output.ConsumedCapacity...)
-
-			if output.UnprocessedItems != nil {
-					logger.WithFields(logging.Fields{
-						"Unprocessed Items Size": len(output.UnprocessedItems),
-						"Source Table":           key.sourceTable,
-						"Destination Table":      key.dstTable,
-					}).Debug("Some items failed to be processed")
-					// exponential backoff before retrying
-					backoff(i, "BatchWrite")
-					i++
-					// Retry writing items that were not processed
-					batch = output.UnprocessedItems
-			}
+	i := 0
+	r := rl.ReserveN(time.Now(), int(reqCapacity))
+	if !r.OK() {
+		r = rl.ReserveN(time.Now(), int(writeBatchSize))
+	}
+	time.Sleep(r.Delay())
+	consumedCapacity := make([]*dynamodb.ConsumedCapacity, 0)
+
+	for len(batch) > 0 {
+		output, _ := sync.dstDynamo.BatchWriteItem(
+			&dynamodb.BatchWriteItemInput{
+				RequestItems: batch,
+			})
+
+		consumedCapacity = append(consumedCapacity, output.ConsumedCapacity...)
+
+		if output.UnprocessedItems != nil {
+			logger.WithFields(logging.Fields{
+				"Unprocessed Items Size": len(output.UnprocessedItems),
+				"Source Table":           key.sourceTable,
+				"Destination Table":      key.dstTable,
+			}).Debug("Some items failed to be processed")
+			// exponential backoff before retrying
+			backoff(i, "BatchWrite")
+			i++
+			// Retry writing items that were not processed
+			batch = output.UnprocessedItems
 		}
-		return consumedCapacity
+	}
+	return consumedCapacity
 }
 
 // Group items from the `items` channel into
@@ -192,13 +193,13 @@ func (sync *syncState) updateCapacity(
 
 	var err error
 	logger.WithFields(logging.Fields{
-		"Table":tableName,
-		"New Read Capacity": newThroughput.readCapacity,
+		"Table":              tableName,
+		"New Read Capacity":  newThroughput.readCapacity,
 		"New Write Capacity": newThroughput.writeCapacity}).Info("Updating capacity")
 	input := &dynamodb.UpdateTableInput{
 		TableName: aws.String(tableName),
 		ProvisionedThroughput: &dynamodb.ProvisionedThroughput{
-			ReadCapacityUnits: aws.Int64(newThroughput.readCapacity),
+			ReadCapacityUnits:  aws.Int64(newThroughput.readCapacity),
 			WriteCapacityUnits: aws.Int64(newThroughput.writeCapacity),
 		},
 	}
@@ -274,9 +275,9 @@ func (sync *syncState) getCapacity(tableName string, dynamo *dynamodb.DynamoDB)
 		} else {
 			result := output.Table.ProvisionedThroughput
 			logger.WithFields(logging.Fields{
-				"Table": tableName,
-				"Read Capacity":     *result.ReadCapacityUnits,
-				"Write Capacity":    *result.WriteCapacityUnits,
+				"Table":          tableName,
+				"Read Capacity":  *result.ReadCapacityUnits,
+				"Write Capacity": *result.WriteCapacityUnits,
 			}).Info("Fetched provisioned throughput of table")
 			return provisionedThroughput{
 				*result.ReadCapacityUnits,
@@ -316,9 +317,9 @@ func (sync *syncState) createTable(key primaryKey, properties *dynamodb.Describe
 	}).Info("Creating table")
 
 	input := &dynamodb.CreateTableInput{
-		TableName:             aws.String(sync.tableConfig.DstTable),
-		KeySchema:             properties.Table.KeySchema,
-		AttributeDefinitions:  properties.Table.AttributeDefinitions,
+		TableName:            aws.String(sync.tableConfig.DstTable),
+		KeySchema:            properties.Table.KeySchema,
+		AttributeDefinitions: properties.Table.AttributeDefinitions,
 		ProvisionedThroughput: &dynamodb.ProvisionedThroughput{
 			ReadCapacityUnits:  properties.Table.ProvisionedThroughput.ReadCapacityUnits,
 			WriteCapacityUnits: properties.Table.ProvisionedThroughput.WriteCapacityUnits,