diff --git a/.circleci/config.yml b/.circleci/config.yml
index 98099e29..d745e30f 100644
--- a/.circleci/config.yml
+++ b/.circleci/config.yml
@@ -8,7 +8,7 @@ executors:
   # This must match .promu.yml.
   golang:
     docker:
-    - image: cimg/go:1.21
+    - image: cimg/go:1.23
 
 jobs:
   test:
@@ -23,7 +23,7 @@ jobs:
 
   integration:
     docker:
-    - image: cimg/go:1.20
+    - image: cimg/go:1.23
     - image: << parameters.postgres_image >>
       environment:
         POSTGRES_DB: circle_test
diff --git a/.github/workflows/container_description.yml b/.github/workflows/container_description.yml
new file mode 100644
index 00000000..dcca16ff
--- /dev/null
+++ b/.github/workflows/container_description.yml
@@ -0,0 +1,57 @@
+---
+name: Push README to Docker Hub
+on:
+  push:
+    paths:
+      - "README.md"
+      - "README-containers.md"
+      - ".github/workflows/container_description.yml"
+    branches: [ main, master ]
+
+permissions:
+  contents: read
+
+jobs:
+  PushDockerHubReadme:
+    runs-on: ubuntu-latest
+    name: Push README to Docker Hub
+    if: github.repository_owner == 'prometheus' || github.repository_owner == 'prometheus-community' # Don't run this workflow on forks.
+    steps:
+      - name: git checkout
+        uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
+      - name: Set docker hub repo name
+        run: echo "DOCKER_REPO_NAME=$(make docker-repo-name)" >> $GITHUB_ENV
+      - name: Push README to Dockerhub
+        uses: christian-korneck/update-container-description-action@d36005551adeaba9698d8d67a296bd16fa91f8e8 # v1
+        env:
+          DOCKER_USER: ${{ secrets.DOCKER_HUB_LOGIN }}
+          DOCKER_PASS: ${{ secrets.DOCKER_HUB_PASSWORD }}
+        with:
+          destination_container_repo: ${{ env.DOCKER_REPO_NAME }}
+          provider: dockerhub
+          short_description: ${{ env.DOCKER_REPO_NAME }}
+          # Empty string results in README-containers.md being pushed if it
+          # exists. Otherwise, README.md is pushed.
+          readme_file: ''
+
+  PushQuayIoReadme:
+    runs-on: ubuntu-latest
+    name: Push README to quay.io
+    if: github.repository_owner == 'prometheus' || github.repository_owner == 'prometheus-community' # Don't run this workflow on forks.
+    steps:
+      - name: git checkout
+        uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
+      - name: Set quay.io org name
+        run: echo "DOCKER_REPO=$(echo quay.io/${GITHUB_REPOSITORY_OWNER} | tr -d '-')" >> $GITHUB_ENV
+      - name: Set quay.io repo name
+        run: echo "DOCKER_REPO_NAME=$(make docker-repo-name)" >> $GITHUB_ENV
+      - name: Push README to quay.io
+        uses: christian-korneck/update-container-description-action@d36005551adeaba9698d8d67a296bd16fa91f8e8 # v1
+        env:
+          DOCKER_APIKEY: ${{ secrets.QUAY_IO_API_TOKEN }}
+        with:
+          destination_container_repo: ${{ env.DOCKER_REPO_NAME }}
+          provider: quay
+          # Empty string results in README-containers.md being pushed if it
+          # exists. Otherwise, README.md is pushed.
+          readme_file: ''
diff --git a/.github/workflows/golangci-lint.yml b/.github/workflows/golangci-lint.yml
index ffa6b309..30514699 100644
--- a/.github/workflows/golangci-lint.yml
+++ b/.github/workflows/golangci-lint.yml
@@ -12,21 +12,28 @@ on:
       - ".golangci.yml"
   pull_request:
 
+permissions:  # added using https://github.com/step-security/secure-repo
+  contents: read
+
 jobs:
   golangci:
+    permissions:
+      contents: read  # for actions/checkout to fetch code
+      pull-requests: read  # for golangci/golangci-lint-action to fetch pull requests
     name: lint
     runs-on: ubuntu-latest
     steps:
       - name: Checkout repository
-        uses: actions/checkout@b4ffde65f46336ab88eb53be808477a3936bae11 # v4.1.1
-      - name: install Go
-        uses: actions/setup-go@6edd4406fa81c3da01a34fa6f6343087c207a568 # v3.5.0
+        uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
+      - name: Install Go
+        uses: actions/setup-go@41dfa10bad2bb2ae585af6ee5bb4d7d973ad74ed # v5.1.0
         with:
-          go-version: 1.21.x
+          go-version: 1.23.x
       - name: Install snmp_exporter/generator dependencies
         run: sudo apt-get update && sudo apt-get -y install libsnmp-dev
         if: github.repository == 'prometheus/snmp_exporter'
       - name: Lint
-        uses: golangci/golangci-lint-action@3a919529898de77ec3da873e3063ca4b10e7f5cc # v3.7.0
+        uses: golangci/golangci-lint-action@971e284b6050e8a5849b72094c50ab08da042db8 # v6.1.1
         with:
-          version: v1.54.2
+          args: --verbose
+          version: v1.61.0
diff --git a/.promu.yml b/.promu.yml
index dbad0ba9..c2b36124 100644
--- a/.promu.yml
+++ b/.promu.yml
@@ -1,6 +1,6 @@
 go:
     # This must match .circle/config.yml.
-    version: 1.21
+    version: 1.23
 repository:
     path: github.com/prometheus-community/postgres_exporter
 build:
diff --git a/.yamllint b/.yamllint
index 955a5a62..1859cb62 100644
--- a/.yamllint
+++ b/.yamllint
@@ -1,5 +1,7 @@
 ---
 extends: default
+ignore: |
+  ui/react-app/node_modules
 
 rules:
   braces:
diff --git a/CHANGELOG.md b/CHANGELOG.md
index 4d17f536..790a109c 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,3 +1,19 @@
+## 0.16.0 / 2024-11-10
+
+BREAKING CHANGES:
+
+The logging system has been replaced with log/slog from the stdlib. This change is being made across the prometheus ecosystem. The logging output has changed, but the messages and levels remain the same. The `ts` label for the timestamp has bewen replaced with `time`, the accuracy is less, and the timezone is not forced to UTC. The `caller` field has been replaced by the `source` field, which now includes the full path to the source file. The `level` field now exposes the log level in capital letters.
+
+* [CHANGE] Replace logging system #1073
+* [ENHANCEMENT] Add save_wal_size and wal_status to replication_slot collector #1027
+* [ENHANCEMENT] Add roles collector and connection limit metrics to database collector #997
+* [ENHANCEMENT] Excluded databases log messgae is now info level #1003
+* [ENHANCEMENT] Add active_time to stat_database collector #961
+* [ENHANCEMENT] Add slot_type label to replication_slot collector #960
+* [BUGFIX] Fix walreceiver collectore when no repmgr #1086
+* [BUGFIX] Remove logging errors on replicas #1048
+* [BUGFIX] Fix active_time query on postgres>=14 #1045
+
 ## 0.15.0 / 2023-10-27
 
 * [ENHANCEMENT] Add 1kB and 2kB units #915
diff --git a/Makefile.common b/Makefile.common
index 062a2818..cbb5d863 100644
--- a/Makefile.common
+++ b/Makefile.common
@@ -49,23 +49,23 @@ endif
 GOTEST := $(GO) test
 GOTEST_DIR :=
 ifneq ($(CIRCLE_JOB),)
-ifneq ($(shell command -v gotestsum > /dev/null),)
+ifneq ($(shell command -v gotestsum 2> /dev/null),)
 	GOTEST_DIR := test-results
 	GOTEST := gotestsum --junitfile $(GOTEST_DIR)/unit-tests.xml --
 endif
 endif
 
-PROMU_VERSION ?= 0.15.0
+PROMU_VERSION ?= 0.17.0
 PROMU_URL     := https://github.com/prometheus/promu/releases/download/v$(PROMU_VERSION)/promu-$(PROMU_VERSION).$(GO_BUILD_PLATFORM).tar.gz
 
 SKIP_GOLANGCI_LINT :=
 GOLANGCI_LINT :=
 GOLANGCI_LINT_OPTS ?=
-GOLANGCI_LINT_VERSION ?= v1.54.2
-# golangci-lint only supports linux, darwin and windows platforms on i386/amd64.
+GOLANGCI_LINT_VERSION ?= v1.60.2
+# golangci-lint only supports linux, darwin and windows platforms on i386/amd64/arm64.
 # windows isn't included here because of the path separator being different.
 ifeq ($(GOHOSTOS),$(filter $(GOHOSTOS),linux darwin))
-	ifeq ($(GOHOSTARCH),$(filter $(GOHOSTARCH),amd64 i386))
+	ifeq ($(GOHOSTARCH),$(filter $(GOHOSTARCH),amd64 i386 arm64))
 		# If we're in CI and there is an Actions file, that means the linter
 		# is being run in Actions, so we don't need to run it here.
 		ifneq (,$(SKIP_GOLANGCI_LINT))
@@ -169,16 +169,20 @@ common-vet:
 common-lint: $(GOLANGCI_LINT)
 ifdef GOLANGCI_LINT
 	@echo ">> running golangci-lint"
-# 'go list' needs to be executed before staticcheck to prepopulate the modules cache.
-# Otherwise staticcheck might fail randomly for some reason not yet explained.
-	$(GO) list -e -compiled -test=true -export=false -deps=true -find=false -tags= -- ./... > /dev/null
 	$(GOLANGCI_LINT) run $(GOLANGCI_LINT_OPTS) $(pkgs)
 endif
 
+.PHONY: common-lint-fix
+common-lint-fix: $(GOLANGCI_LINT)
+ifdef GOLANGCI_LINT
+	@echo ">> running golangci-lint fix"
+	$(GOLANGCI_LINT) run --fix $(GOLANGCI_LINT_OPTS) $(pkgs)
+endif
+
 .PHONY: common-yamllint
 common-yamllint:
 	@echo ">> running yamllint on all YAML files in the repository"
-ifeq (, $(shell command -v yamllint > /dev/null))
+ifeq (, $(shell command -v yamllint 2> /dev/null))
 	@echo "yamllint not installed so skipping"
 else
 	yamllint .
@@ -204,6 +208,10 @@ common-tarball: promu
 	@echo ">> building release tarball"
 	$(PROMU) tarball --prefix $(PREFIX) $(BIN_DIR)
 
+.PHONY: common-docker-repo-name
+common-docker-repo-name:
+	@echo "$(DOCKER_REPO)/$(DOCKER_IMAGE_NAME)"
+
 .PHONY: common-docker $(BUILD_DOCKER_ARCHS)
 common-docker: $(BUILD_DOCKER_ARCHS)
 $(BUILD_DOCKER_ARCHS): common-docker-%:
@@ -267,3 +275,9 @@ $(1)_precheck:
 		exit 1; \
 	fi
 endef
+
+govulncheck: install-govulncheck
+	govulncheck ./...
+
+install-govulncheck:
+	command -v govulncheck > /dev/null || go install golang.org/x/vuln/cmd/govulncheck@latest
diff --git a/VERSION b/VERSION
index a5510516..04a373ef 100644
--- a/VERSION
+++ b/VERSION
@@ -1 +1 @@
-0.15.0
+0.16.0
diff --git a/cmd/postgres_exporter/datasource.go b/cmd/postgres_exporter/datasource.go
index 0b8cef04..7a22e177 100644
--- a/cmd/postgres_exporter/datasource.go
+++ b/cmd/postgres_exporter/datasource.go
@@ -20,7 +20,6 @@ import (
 	"regexp"
 	"strings"
 
-	"github.com/go-kit/log/level"
 	"github.com/prometheus/client_golang/prometheus"
 )
 
@@ -39,19 +38,19 @@ func (e *Exporter) discoverDatabaseDSNs() []string {
 			var err error
 			dsnURI, err = url.Parse(dsn)
 			if err != nil {
-				level.Error(logger).Log("msg", "Unable to parse DSN as URI", "dsn", loggableDSN(dsn), "err", err)
+				logger.Error("Unable to parse DSN as URI", "dsn", loggableDSN(dsn), "err", err)
 				continue
 			}
 		} else if connstringRe.MatchString(dsn) {
 			dsnConnstring = dsn
 		} else {
-			level.Error(logger).Log("msg", "Unable to parse DSN as either URI or connstring", "dsn", loggableDSN(dsn))
+			logger.Error("Unable to parse DSN as either URI or connstring", "dsn", loggableDSN(dsn))
 			continue
 		}
 
 		server, err := e.servers.GetServer(dsn)
 		if err != nil {
-			level.Error(logger).Log("msg", "Error opening connection to database", "dsn", loggableDSN(dsn), "err", err)
+			logger.Error("Error opening connection to database", "dsn", loggableDSN(dsn), "err", err)
 			continue
 		}
 		dsns[dsn] = struct{}{}
@@ -61,7 +60,7 @@ func (e *Exporter) discoverDatabaseDSNs() []string {
 
 		databaseNames, err := queryDatabases(server)
 		if err != nil {
-			level.Error(logger).Log("msg", "Error querying databases", "dsn", loggableDSN(dsn), "err", err)
+			logger.Error("Error querying databases", "dsn", loggableDSN(dsn), "err", err)
 			continue
 		}
 		for _, databaseName := range databaseNames {
@@ -109,7 +108,7 @@ func (e *Exporter) scrapeDSN(ch chan<- prometheus.Metric, dsn string) error {
 
 	// Check if map versions need to be updated
 	if err := e.checkMapVersions(ch, server); err != nil {
-		level.Warn(logger).Log("msg", "Proceeding with outdated query maps, as the Postgres version could not be determined", "err", err)
+		logger.Warn("Proceeding with outdated query maps, as the Postgres version could not be determined", "err", err)
 	}
 
 	return server.Scrape(ch, e.disableSettingsMetrics)
diff --git a/cmd/postgres_exporter/main.go b/cmd/postgres_exporter/main.go
index f4d45499..093ddd30 100644
--- a/cmd/postgres_exporter/main.go
+++ b/cmd/postgres_exporter/main.go
@@ -20,14 +20,13 @@ import (
 	"strings"
 
 	"github.com/alecthomas/kingpin/v2"
-	"github.com/go-kit/log"
-	"github.com/go-kit/log/level"
 	"github.com/prometheus-community/postgres_exporter/collector"
 	"github.com/prometheus-community/postgres_exporter/config"
 	"github.com/prometheus/client_golang/prometheus"
+	versioncollector "github.com/prometheus/client_golang/prometheus/collectors/version"
 	"github.com/prometheus/client_golang/prometheus/promhttp"
-	"github.com/prometheus/common/promlog"
-	"github.com/prometheus/common/promlog/flag"
+	"github.com/prometheus/common/promslog"
+	"github.com/prometheus/common/promslog/flag"
 	"github.com/prometheus/common/version"
 	"github.com/prometheus/exporter-toolkit/web"
 	"github.com/prometheus/exporter-toolkit/web/kingpinflag"
@@ -50,7 +49,7 @@ var (
 	excludeDatabases       = kingpin.Flag("exclude-databases", "A list of databases to remove when autoDiscoverDatabases is enabled (DEPRECATED)").Default("").Envar("PG_EXPORTER_EXCLUDE_DATABASES").String()
 	includeDatabases       = kingpin.Flag("include-databases", "A list of databases to include when autoDiscoverDatabases is enabled (DEPRECATED)").Default("").Envar("PG_EXPORTER_INCLUDE_DATABASES").String()
 	metricPrefix           = kingpin.Flag("metric-prefix", "A metric prefix can be used to have non-default (not \"pg\") prefixes for each of the metrics").Default("pg").Envar("PG_EXPORTER_METRIC_PREFIX").String()
-	logger                 = log.NewNopLogger()
+	logger                 = promslog.NewNopLogger()
 )
 
 // Metric name parts.
@@ -70,11 +69,11 @@ const (
 
 func main() {
 	kingpin.Version(version.Print(exporterName))
-	promlogConfig := &promlog.Config{}
-	flag.AddFlags(kingpin.CommandLine, promlogConfig)
+	promslogConfig := &promslog.Config{}
+	flag.AddFlags(kingpin.CommandLine, promslogConfig)
 	kingpin.HelpFlag.Short('h')
 	kingpin.Parse()
-	logger = promlog.New(promlogConfig)
+	logger = promslog.New(promslogConfig)
 
 	if *onlyDumpMaps {
 		dumpMaps()
@@ -83,28 +82,28 @@ func main() {
 
 	if err := c.ReloadConfig(*configFile, logger); err != nil {
 		// This is not fatal, but it means that auth must be provided for every dsn.
-		level.Warn(logger).Log("msg", "Error loading config", "err", err)
+		logger.Warn("Error loading config", "err", err)
 	}
 
 	dsns, err := getDataSources()
 	if err != nil {
-		level.Error(logger).Log("msg", "Failed reading data sources", "err", err.Error())
+		logger.Error("Failed reading data sources", "err", err.Error())
 		os.Exit(1)
 	}
 
 	excludedDatabases := strings.Split(*excludeDatabases, ",")
-	level.Info(logger).Log("msg", "Excluded databases", "databases", fmt.Sprintf("%v", excludedDatabases))
+	logger.Info("Excluded databases", "databases", fmt.Sprintf("%v", excludedDatabases))
 
 	if *queriesPath != "" {
-		level.Warn(logger).Log("msg", "The extended queries.yaml config is DEPRECATED", "file", *queriesPath)
+		logger.Warn("The extended queries.yaml config is DEPRECATED", "file", *queriesPath)
 	}
 
 	if *autoDiscoverDatabases || *excludeDatabases != "" || *includeDatabases != "" {
-		level.Warn(logger).Log("msg", "Scraping additional databases via auto discovery is DEPRECATED")
+		logger.Warn("Scraping additional databases via auto discovery is DEPRECATED")
 	}
 
 	if *constantLabelsList != "" {
-		level.Warn(logger).Log("msg", "Constant labels on all metrics is DEPRECATED")
+		logger.Warn("Constant labels on all metrics is DEPRECATED")
 	}
 
 	opts := []ExporterOpt{
@@ -122,7 +121,7 @@ func main() {
 		exporter.servers.Close()
 	}()
 
-	prometheus.MustRegister(version.NewCollector(exporterName))
+	prometheus.MustRegister(versioncollector.NewCollector(exporterName))
 
 	prometheus.MustRegister(exporter)
 
@@ -139,7 +138,7 @@ func main() {
 		[]string{},
 	)
 	if err != nil {
-		level.Warn(logger).Log("msg", "Failed to create PostgresCollector", "err", err.Error())
+		logger.Warn("Failed to create PostgresCollector", "err", err.Error())
 	} else {
 		prometheus.MustRegister(pe)
 	}
@@ -160,7 +159,7 @@ func main() {
 		}
 		landingPage, err := web.NewLandingPage(landingConfig)
 		if err != nil {
-			level.Error(logger).Log("err", err)
+			logger.Error("error creating landing page", "err", err)
 			os.Exit(1)
 		}
 		http.Handle("/", landingPage)
@@ -170,7 +169,7 @@ func main() {
 
 	srv := &http.Server{}
 	if err := web.ListenAndServe(srv, webConfig, logger); err != nil {
-		level.Error(logger).Log("msg", "Error running HTTP server", "err", err)
+		logger.Error("Error running HTTP server", "err", err)
 		os.Exit(1)
 	}
 }
diff --git a/cmd/postgres_exporter/namespace.go b/cmd/postgres_exporter/namespace.go
index 41674007..ac7a2373 100644
--- a/cmd/postgres_exporter/namespace.go
+++ b/cmd/postgres_exporter/namespace.go
@@ -20,7 +20,6 @@ import (
 	"time"
 
 	"github.com/blang/semver/v4"
-	"github.com/go-kit/log/level"
 	"github.com/lib/pq"
 	"github.com/prometheus/client_golang/prometheus"
 )
@@ -190,10 +189,10 @@ func queryNamespaceMappings(ch chan<- prometheus.Metric, server *Server) map[str
 	scrapeStart := time.Now()
 
 	for namespace, mapping := range server.metricMap {
-		level.Debug(logger).Log("msg", "Querying namespace", "namespace", namespace)
+		logger.Debug("Querying namespace", "namespace", namespace)
 
 		if mapping.master && !server.master {
-			level.Debug(logger).Log("msg", "Query skipped...")
+			logger.Debug("Query skipped...")
 			continue
 		}
 
@@ -202,7 +201,7 @@ func queryNamespaceMappings(ch chan<- prometheus.Metric, server *Server) map[str
 			serVersion, _ := semver.Parse(server.lastMapVersion.String())
 			runServerRange, _ := semver.ParseRange(server.runonserver)
 			if !runServerRange(serVersion) {
-				level.Debug(logger).Log("msg", "Query skipped for this database version", "version", server.lastMapVersion.String(), "target_version", server.runonserver)
+				logger.Debug("Query skipped for this database version", "version", server.lastMapVersion.String(), "target_version", server.runonserver)
 				continue
 			}
 		}
@@ -233,12 +232,12 @@ func queryNamespaceMappings(ch chan<- prometheus.Metric, server *Server) map[str
 		// Serious error - a namespace disappeared
 		if err != nil {
 			namespaceErrors[namespace] = err
-			level.Info(logger).Log("err", err)
+			logger.Info("error finding namespace", "err", err)
 		}
 		// Non-serious errors - likely version or parsing problems.
 		if len(nonFatalErrors) > 0 {
 			for _, err := range nonFatalErrors {
-				level.Info(logger).Log("err", err)
+				logger.Info("error querying namespace", "err", err)
 			}
 		}
 
diff --git a/cmd/postgres_exporter/pg_setting.go b/cmd/postgres_exporter/pg_setting.go
index f162c354..b02416a7 100644
--- a/cmd/postgres_exporter/pg_setting.go
+++ b/cmd/postgres_exporter/pg_setting.go
@@ -19,7 +19,6 @@ import (
 	"strconv"
 	"strings"
 
-	"github.com/go-kit/log/level"
 	"github.com/prometheus/client_golang/prometheus"
 )
 
@@ -32,7 +31,7 @@ var (
 
 // Query the pg_settings view containing runtime variables
 func querySettings(ch chan<- prometheus.Metric, server *Server) error {
-	level.Debug(logger).Log("msg", "Querying pg_setting view", "server", server)
+	logger.Debug("Querying pg_setting view", "server", server)
 
 	// pg_settings docs: https://www.postgresql.org/docs/current/static/view-pg-settings.html
 	//
diff --git a/cmd/postgres_exporter/postgres_exporter.go b/cmd/postgres_exporter/postgres_exporter.go
index fa34eecc..90f26beb 100644
--- a/cmd/postgres_exporter/postgres_exporter.go
+++ b/cmd/postgres_exporter/postgres_exporter.go
@@ -25,7 +25,6 @@ import (
 	"time"
 
 	"github.com/blang/semver/v4"
-	"github.com/go-kit/log/level"
 	"github.com/prometheus/client_golang/prometheus"
 )
 
@@ -284,7 +283,7 @@ func makeDescMap(pgVersion semver.Version, serverLabels prometheus.Labels, metri
 				if !columnMapping.supportedVersions(pgVersion) {
 					// It's very useful to be able to see what columns are being
 					// rejected.
-					level.Debug(logger).Log("msg", "Column is being forced to discard due to version incompatibility", "column", columnName)
+					logger.Debug("Column is being forced to discard due to version incompatibility", "column", columnName)
 					thisMap[columnName] = MetricMap{
 						discard: true,
 						conversion: func(_ interface{}) (float64, bool) {
@@ -371,7 +370,7 @@ func makeDescMap(pgVersion semver.Version, serverLabels prometheus.Labels, metri
 						case string:
 							durationString = t
 						default:
-							level.Error(logger).Log("msg", "Duration conversion metric was not a string")
+							logger.Error("Duration conversion metric was not a string")
 							return math.NaN(), false
 						}
 
@@ -381,7 +380,7 @@ func makeDescMap(pgVersion semver.Version, serverLabels prometheus.Labels, metri
 
 						d, err := time.ParseDuration(durationString)
 						if err != nil {
-							level.Error(logger).Log("msg", "Failed converting result to metric", "column", columnName, "in", in, "err", err)
+							logger.Error("Failed converting result to metric", "column", columnName, "in", in, "err", err)
 							return math.NaN(), false
 						}
 						return float64(d / time.Millisecond), true
@@ -491,7 +490,7 @@ func parseConstLabels(s string) prometheus.Labels {
 	for _, p := range parts {
 		keyValue := strings.Split(strings.TrimSpace(p), "=")
 		if len(keyValue) != 2 {
-			level.Error(logger).Log(`Wrong constant labels format, should be "key=value"`, "input", p)
+			logger.Error(`Wrong constant labels format, should be "key=value"`, "input", p)
 			continue
 		}
 		key := strings.TrimSpace(keyValue[0])
@@ -582,7 +581,7 @@ func newDesc(subsystem, name, help string, labels prometheus.Labels) *prometheus
 }
 
 func checkPostgresVersion(db *sql.DB, server string) (semver.Version, string, error) {
-	level.Debug(logger).Log("msg", "Querying PostgreSQL version", "server", server)
+	logger.Debug("Querying PostgreSQL version", "server", server)
 	versionRow := db.QueryRow("SELECT version();")
 	var versionString string
 	err := versionRow.Scan(&versionString)
@@ -605,12 +604,12 @@ func (e *Exporter) checkMapVersions(ch chan<- prometheus.Metric, server *Server)
 	}
 
 	if !e.disableDefaultMetrics && semanticVersion.LT(lowestSupportedVersion) {
-		level.Warn(logger).Log("msg", "PostgreSQL version is lower than our lowest supported version", "server", server, "version", semanticVersion, "lowest_supported_version", lowestSupportedVersion)
+		logger.Warn("PostgreSQL version is lower than our lowest supported version", "server", server, "version", semanticVersion, "lowest_supported_version", lowestSupportedVersion)
 	}
 
 	// Check if semantic version changed and recalculate maps if needed.
 	if semanticVersion.NE(server.lastMapVersion) || server.metricMap == nil {
-		level.Info(logger).Log("msg", "Semantic version changed", "server", server, "from", server.lastMapVersion, "to", semanticVersion)
+		logger.Info("Semantic version changed", "server", server, "from", server.lastMapVersion, "to", semanticVersion)
 		server.mappingMtx.Lock()
 
 		// Get Default Metrics only for master database
@@ -631,13 +630,13 @@ func (e *Exporter) checkMapVersions(ch chan<- prometheus.Metric, server *Server)
 			// Calculate the hashsum of the useQueries
 			userQueriesData, err := os.ReadFile(e.userQueriesPath)
 			if err != nil {
-				level.Error(logger).Log("msg", "Failed to reload user queries", "path", e.userQueriesPath, "err", err)
+				logger.Error("Failed to reload user queries", "path", e.userQueriesPath, "err", err)
 				e.userQueriesError.WithLabelValues(e.userQueriesPath, "").Set(1)
 			} else {
 				hashsumStr := fmt.Sprintf("%x", sha256.Sum256(userQueriesData))
 
 				if err := addQueries(userQueriesData, semanticVersion, server); err != nil {
-					level.Error(logger).Log("msg", "Failed to reload user queries", "path", e.userQueriesPath, "err", err)
+					logger.Error("Failed to reload user queries", "path", e.userQueriesPath, "err", err)
 					e.userQueriesError.WithLabelValues(e.userQueriesPath, hashsumStr).Set(1)
 				} else {
 					// Mark user queries as successfully loaded
@@ -679,7 +678,7 @@ func (e *Exporter) scrape(ch chan<- prometheus.Metric) {
 		if err := e.scrapeDSN(ch, dsn); err != nil {
 			errorsCount++
 
-			level.Error(logger).Log("err", err)
+			logger.Error("error scraping dsn", "err", err, "dsn", dsn)
 
 			if _, ok := err.(*ErrorConnectToServer); ok {
 				connectionErrorsCount++
diff --git a/cmd/postgres_exporter/probe.go b/cmd/postgres_exporter/probe.go
index 5945e07b..2c8c7652 100644
--- a/cmd/postgres_exporter/probe.go
+++ b/cmd/postgres_exporter/probe.go
@@ -15,17 +15,16 @@ package main
 
 import (
 	"fmt"
+	"log/slog"
 	"net/http"
 
-	"github.com/go-kit/log"
-	"github.com/go-kit/log/level"
 	"github.com/prometheus-community/postgres_exporter/collector"
 	"github.com/prometheus-community/postgres_exporter/config"
 	"github.com/prometheus/client_golang/prometheus"
 	"github.com/prometheus/client_golang/prometheus/promhttp"
 )
 
-func handleProbe(logger log.Logger, excludeDatabases []string) http.HandlerFunc {
+func handleProbe(logger *slog.Logger, excludeDatabases []string) http.HandlerFunc {
 	return func(w http.ResponseWriter, r *http.Request) {
 		ctx := r.Context()
 		conf := c.GetConfig()
@@ -38,7 +37,7 @@ func handleProbe(logger log.Logger, excludeDatabases []string) http.HandlerFunc
 		var authModule config.AuthModule
 		authModuleName := params.Get("auth_module")
 		if authModuleName == "" {
-			level.Info(logger).Log("msg", "no auth_module specified, using default")
+			logger.Info("no auth_module specified, using default")
 		} else {
 			var ok bool
 			authModule, ok = conf.AuthModules[authModuleName]
@@ -54,14 +53,14 @@ func handleProbe(logger log.Logger, excludeDatabases []string) http.HandlerFunc
 
 		dsn, err := authModule.ConfigureTarget(target)
 		if err != nil {
-			level.Error(logger).Log("msg", "failed to configure target", "err", err)
+			logger.Error("failed to configure target", "err", err)
 			http.Error(w, fmt.Sprintf("could not configure dsn for target: %v", err), http.StatusBadRequest)
 			return
 		}
 
 		// TODO(@sysadmind): Timeout
 
-		tl := log.With(logger, "target", target)
+		tl := logger.With("target", target)
 
 		registry := prometheus.NewRegistry()
 
@@ -85,7 +84,7 @@ func handleProbe(logger log.Logger, excludeDatabases []string) http.HandlerFunc
 		// Run the probe
 		pc, err := collector.NewProbeCollector(tl, excludeDatabases, registry, dsn)
 		if err != nil {
-			level.Error(logger).Log("msg", "Error creating probe collector", "err", err)
+			logger.Error("Error creating probe collector", "err", err)
 			http.Error(w, err.Error(), http.StatusInternalServerError)
 			return
 		}
diff --git a/cmd/postgres_exporter/queries.go b/cmd/postgres_exporter/queries.go
index 9ca91e28..7090606e 100644
--- a/cmd/postgres_exporter/queries.go
+++ b/cmd/postgres_exporter/queries.go
@@ -18,7 +18,6 @@ import (
 	"fmt"
 
 	"github.com/blang/semver/v4"
-	"github.com/go-kit/log/level"
 	"gopkg.in/yaml.v2"
 )
 
@@ -172,7 +171,7 @@ func makeQueryOverrideMap(pgVersion semver.Version, queryOverrides map[string][]
 			}
 		}
 		if !matched {
-			level.Warn(logger).Log("msg", "No query matched override, disabling metric space", "name", name)
+			logger.Warn("No query matched override, disabling metric space", "name", name)
 			resultMap[name] = ""
 		}
 	}
@@ -193,7 +192,7 @@ func parseUserQueries(content []byte) (map[string]intermediateMetricMap, map[str
 	newQueryOverrides := make(map[string]string)
 
 	for metric, specs := range userQueries {
-		level.Debug(logger).Log("msg", "New user metric namespace from YAML metric", "metric", metric, "cache_seconds", specs.CacheSeconds)
+		logger.Debug("New user metric namespace from YAML metric", "metric", metric, "cache_seconds", specs.CacheSeconds)
 		newQueryOverrides[metric] = specs.Query
 		metricMap, ok := metricMaps[metric]
 		if !ok {
@@ -245,9 +244,9 @@ func addQueries(content []byte, pgVersion semver.Version, server *Server) error
 	for k, v := range partialExporterMap {
 		_, found := server.metricMap[k]
 		if found {
-			level.Debug(logger).Log("msg", "Overriding metric from user YAML file", "metric", k)
+			logger.Debug("Overriding metric from user YAML file", "metric", k)
 		} else {
-			level.Debug(logger).Log("msg", "Adding new metric from user YAML file", "metric", k)
+			logger.Debug("Adding new metric from user YAML file", "metric", k)
 		}
 		server.metricMap[k] = v
 	}
@@ -256,9 +255,9 @@ func addQueries(content []byte, pgVersion semver.Version, server *Server) error
 	for k, v := range newQueryOverrides {
 		_, found := server.queryOverrides[k]
 		if found {
-			level.Debug(logger).Log("msg", "Overriding query override from user YAML file", "query_override", k)
+			logger.Debug("Overriding query override from user YAML file", "query_override", k)
 		} else {
-			level.Debug(logger).Log("msg", "Adding new query override from user YAML file", "query_override", k)
+			logger.Debug("Adding new query override from user YAML file", "query_override", k)
 		}
 		server.queryOverrides[k] = v
 	}
diff --git a/cmd/postgres_exporter/server.go b/cmd/postgres_exporter/server.go
index bcfee681..bd4e76e1 100644
--- a/cmd/postgres_exporter/server.go
+++ b/cmd/postgres_exporter/server.go
@@ -20,7 +20,6 @@ import (
 	"time"
 
 	"github.com/blang/semver/v4"
-	"github.com/go-kit/log/level"
 	"github.com/prometheus/client_golang/prometheus"
 )
 
@@ -71,7 +70,7 @@ func NewServer(dsn string, opts ...ServerOpt) (*Server, error) {
 	db.SetMaxOpenConns(1)
 	db.SetMaxIdleConns(1)
 
-	level.Info(logger).Log("msg", "Established new database connection", "fingerprint", fingerprint)
+	logger.Info("Established new database connection", "fingerprint", fingerprint)
 
 	s := &Server{
 		db:     db,
@@ -98,7 +97,7 @@ func (s *Server) Close() error {
 func (s *Server) Ping() error {
 	if err := s.db.Ping(); err != nil {
 		if cerr := s.Close(); cerr != nil {
-			level.Error(logger).Log("msg", "Error while closing non-pinging DB connection", "server", s, "err", cerr)
+			logger.Error("Error while closing non-pinging DB connection", "server", s, "err", cerr)
 		}
 		return err
 	}
@@ -184,7 +183,7 @@ func (s *Servers) Close() {
 	defer s.m.Unlock()
 	for _, server := range s.servers {
 		if err := server.Close(); err != nil {
-			level.Error(logger).Log("msg", "Failed to close connection", "server", server, "err", err)
+			logger.Error("Failed to close connection", "server", server, "err", err)
 		}
 	}
 }
diff --git a/cmd/postgres_exporter/util.go b/cmd/postgres_exporter/util.go
index 3a125f1d..3baa6f4b 100644
--- a/cmd/postgres_exporter/util.go
+++ b/cmd/postgres_exporter/util.go
@@ -21,7 +21,6 @@ import (
 	"strings"
 	"time"
 
-	"github.com/go-kit/log/level"
 	"github.com/lib/pq"
 )
 
@@ -82,14 +81,14 @@ func dbToFloat64(t interface{}) (float64, bool) {
 		strV := string(v)
 		result, err := strconv.ParseFloat(strV, 64)
 		if err != nil {
-			level.Info(logger).Log("msg", "Could not parse []byte", "err", err)
+			logger.Info("Could not parse []byte", "err", err)
 			return math.NaN(), false
 		}
 		return result, true
 	case string:
 		result, err := strconv.ParseFloat(v, 64)
 		if err != nil {
-			level.Info(logger).Log("msg", "Could not parse string", "err", err)
+			logger.Info("Could not parse string", "err", err)
 			return math.NaN(), false
 		}
 		return result, true
@@ -122,14 +121,14 @@ func dbToUint64(t interface{}) (uint64, bool) {
 		strV := string(v)
 		result, err := strconv.ParseUint(strV, 10, 64)
 		if err != nil {
-			level.Info(logger).Log("msg", "Could not parse []byte", "err", err)
+			logger.Info("Could not parse []byte", "err", err)
 			return 0, false
 		}
 		return result, true
 	case string:
 		result, err := strconv.ParseUint(v, 10, 64)
 		if err != nil {
-			level.Info(logger).Log("msg", "Could not parse string", "err", err)
+			logger.Info("Could not parse string", "err", err)
 			return 0, false
 		}
 		return result, true
diff --git a/collector/collector.go b/collector/collector.go
index 12112987..f2102d5e 100644
--- a/collector/collector.go
+++ b/collector/collector.go
@@ -17,12 +17,11 @@ import (
 	"context"
 	"errors"
 	"fmt"
+	"log/slog"
 	"sync"
 	"time"
 
 	"github.com/alecthomas/kingpin/v2"
-	"github.com/go-kit/log"
-	"github.com/go-kit/log/level"
 	"github.com/prometheus/client_golang/prometheus"
 )
 
@@ -62,7 +61,7 @@ type Collector interface {
 }
 
 type collectorConfig struct {
-	logger           log.Logger
+	logger           *slog.Logger
 	excludeDatabases []string
 }
 
@@ -89,7 +88,7 @@ func registerCollector(name string, isDefaultEnabled bool, createFunc func(colle
 // PostgresCollector implements the prometheus.Collector interface.
 type PostgresCollector struct {
 	Collectors map[string]Collector
-	logger     log.Logger
+	logger     *slog.Logger
 
 	instance *instance
 }
@@ -97,7 +96,7 @@ type PostgresCollector struct {
 type Option func(*PostgresCollector) error
 
 // NewPostgresCollector creates a new PostgresCollector.
-func NewPostgresCollector(logger log.Logger, excludeDatabases []string, dsn string, filters []string, options ...Option) (*PostgresCollector, error) {
+func NewPostgresCollector(logger *slog.Logger, excludeDatabases []string, dsn string, filters []string, options ...Option) (*PostgresCollector, error) {
 	p := &PostgresCollector{
 		logger: logger,
 	}
@@ -131,7 +130,7 @@ func NewPostgresCollector(logger log.Logger, excludeDatabases []string, dsn stri
 			collectors[key] = collector
 		} else {
 			collector, err := factories[key](collectorConfig{
-				logger:           log.With(logger, "collector", key),
+				logger:           logger.With("collector", key),
 				excludeDatabases: excludeDatabases,
 			})
 			if err != nil {
@@ -173,7 +172,7 @@ func (p PostgresCollector) Collect(ch chan<- prometheus.Metric) {
 	// Set up the database connection for the collector.
 	err := inst.setup()
 	if err != nil {
-		level.Error(p.logger).Log("msg", "Error opening connection to database", "err", err)
+		p.logger.Error("Error opening connection to database", "err", err)
 		return
 	}
 	defer inst.Close()
@@ -189,7 +188,7 @@ func (p PostgresCollector) Collect(ch chan<- prometheus.Metric) {
 	wg.Wait()
 }
 
-func execute(ctx context.Context, name string, c Collector, instance *instance, ch chan<- prometheus.Metric, logger log.Logger) {
+func execute(ctx context.Context, name string, c Collector, instance *instance, ch chan<- prometheus.Metric, logger *slog.Logger) {
 	begin := time.Now()
 	err := c.Update(ctx, instance, ch)
 	duration := time.Since(begin)
@@ -197,13 +196,13 @@ func execute(ctx context.Context, name string, c Collector, instance *instance,
 
 	if err != nil {
 		if IsNoDataError(err) {
-			level.Debug(logger).Log("msg", "collector returned no data", "name", name, "duration_seconds", duration.Seconds(), "err", err)
+			logger.Debug("collector returned no data", "name", name, "duration_seconds", duration.Seconds(), "err", err)
 		} else {
-			level.Error(logger).Log("msg", "collector failed", "name", name, "duration_seconds", duration.Seconds(), "err", err)
+			logger.Error("collector failed", "name", name, "duration_seconds", duration.Seconds(), "err", err)
 		}
 		success = 0
 	} else {
-		level.Debug(logger).Log("msg", "collector succeeded", "name", name, "duration_seconds", duration.Seconds())
+		logger.Debug("collector succeeded", "name", name, "duration_seconds", duration.Seconds())
 		success = 1
 	}
 	ch <- prometheus.MustNewConstMetric(scrapeDurationDesc, prometheus.GaugeValue, duration.Seconds(), name)
diff --git a/collector/pg_database.go b/collector/pg_database.go
index 30c4c8af..4c097208 100644
--- a/collector/pg_database.go
+++ b/collector/pg_database.go
@@ -16,8 +16,8 @@ package collector
 import (
 	"context"
 	"database/sql"
+	"log/slog"
 
-	"github.com/go-kit/log"
 	"github.com/prometheus/client_golang/prometheus"
 )
 
@@ -28,7 +28,7 @@ func init() {
 }
 
 type PGDatabaseCollector struct {
-	log               log.Logger
+	log               *slog.Logger
 	excludedDatabases []string
 }
 
diff --git a/collector/pg_database_wraparound.go b/collector/pg_database_wraparound.go
index d4627063..d170821b 100644
--- a/collector/pg_database_wraparound.go
+++ b/collector/pg_database_wraparound.go
@@ -16,9 +16,8 @@ package collector
 import (
 	"context"
 	"database/sql"
+	"log/slog"
 
-	"github.com/go-kit/log"
-	"github.com/go-kit/log/level"
 	"github.com/prometheus/client_golang/prometheus"
 )
 
@@ -29,7 +28,7 @@ func init() {
 }
 
 type PGDatabaseWraparoundCollector struct {
-	log log.Logger
+	log *slog.Logger
 }
 
 func NewPGDatabaseWraparoundCollector(config collectorConfig) (Collector, error) {
@@ -81,15 +80,15 @@ func (c *PGDatabaseWraparoundCollector) Update(ctx context.Context, instance *in
 		}
 
 		if !datname.Valid {
-			level.Debug(c.log).Log("msg", "Skipping database with NULL name")
+			c.log.Debug("Skipping database with NULL name")
 			continue
 		}
 		if !ageDatfrozenxid.Valid {
-			level.Debug(c.log).Log("msg", "Skipping stat emission with NULL age_datfrozenxid")
+			c.log.Debug("Skipping stat emission with NULL age_datfrozenxid")
 			continue
 		}
 		if !ageDatminmxid.Valid {
-			level.Debug(c.log).Log("msg", "Skipping stat emission with NULL age_datminmxid")
+			c.log.Debug("Skipping stat emission with NULL age_datminmxid")
 			continue
 		}
 
diff --git a/collector/pg_locks.go b/collector/pg_locks.go
index d2c77ccd..add3e6d4 100644
--- a/collector/pg_locks.go
+++ b/collector/pg_locks.go
@@ -16,8 +16,8 @@ package collector
 import (
 	"context"
 	"database/sql"
+	"log/slog"
 
-	"github.com/go-kit/log"
 	"github.com/prometheus/client_golang/prometheus"
 )
 
@@ -28,7 +28,7 @@ func init() {
 }
 
 type PGLocksCollector struct {
-	log log.Logger
+	log *slog.Logger
 }
 
 func NewPGLocksCollector(config collectorConfig) (Collector, error) {
diff --git a/collector/pg_long_running_transactions.go b/collector/pg_long_running_transactions.go
index ffd89d5f..846feaee 100644
--- a/collector/pg_long_running_transactions.go
+++ b/collector/pg_long_running_transactions.go
@@ -15,8 +15,8 @@ package collector
 
 import (
 	"context"
+	"log/slog"
 
-	"github.com/go-kit/log"
 	"github.com/prometheus/client_golang/prometheus"
 )
 
@@ -27,7 +27,7 @@ func init() {
 }
 
 type PGLongRunningTransactionsCollector struct {
-	log log.Logger
+	log *slog.Logger
 }
 
 func NewPGLongRunningTransactionsCollector(config collectorConfig) (Collector, error) {
diff --git a/collector/pg_process_idle.go b/collector/pg_process_idle.go
index c401ab56..7f3ff6f0 100644
--- a/collector/pg_process_idle.go
+++ b/collector/pg_process_idle.go
@@ -16,8 +16,8 @@ package collector
 import (
 	"context"
 	"database/sql"
+	"log/slog"
 
-	"github.com/go-kit/log"
 	"github.com/lib/pq"
 	"github.com/prometheus/client_golang/prometheus"
 )
@@ -28,7 +28,7 @@ func init() {
 }
 
 type PGProcessIdleCollector struct {
-	log log.Logger
+	log *slog.Logger
 }
 
 const processIdleSubsystem = "process_idle"
diff --git a/collector/pg_replication_slot.go b/collector/pg_replication_slot.go
index 1d29f849..27ccddef 100644
--- a/collector/pg_replication_slot.go
+++ b/collector/pg_replication_slot.go
@@ -16,8 +16,8 @@ package collector
 import (
 	"context"
 	"database/sql"
+	"log/slog"
 
-	"github.com/go-kit/log"
 	"github.com/prometheus/client_golang/prometheus"
 )
 
@@ -28,7 +28,7 @@ func init() {
 }
 
 type PGReplicationSlotCollector struct {
-	log log.Logger
+	log *slog.Logger
 }
 
 func NewPGReplicationSlotCollector(config collectorConfig) (Collector, error) {
diff --git a/collector/pg_roles.go b/collector/pg_roles.go
index 609c34c3..626dbb44 100644
--- a/collector/pg_roles.go
+++ b/collector/pg_roles.go
@@ -16,8 +16,8 @@ package collector
 import (
 	"context"
 	"database/sql"
+	"log/slog"
 
-	"github.com/go-kit/log"
 	"github.com/prometheus/client_golang/prometheus"
 )
 
@@ -28,7 +28,7 @@ func init() {
 }
 
 type PGRolesCollector struct {
-	log log.Logger
+	log *slog.Logger
 }
 
 func NewPGRolesCollector(config collectorConfig) (Collector, error) {
diff --git a/collector/pg_stat_activity_autovacuum.go b/collector/pg_stat_activity_autovacuum.go
index 6cf8cdce..f08029d1 100644
--- a/collector/pg_stat_activity_autovacuum.go
+++ b/collector/pg_stat_activity_autovacuum.go
@@ -15,8 +15,8 @@ package collector
 
 import (
 	"context"
+	"log/slog"
 
-	"github.com/go-kit/log"
 	"github.com/prometheus/client_golang/prometheus"
 )
 
@@ -27,7 +27,7 @@ func init() {
 }
 
 type PGStatActivityAutovacuumCollector struct {
-	log log.Logger
+	log *slog.Logger
 }
 
 func NewPGStatActivityAutovacuumCollector(config collectorConfig) (Collector, error) {
diff --git a/collector/pg_stat_database.go b/collector/pg_stat_database.go
index b3cb59eb..b9210740 100644
--- a/collector/pg_stat_database.go
+++ b/collector/pg_stat_database.go
@@ -17,11 +17,10 @@ import (
 	"context"
 	"database/sql"
 	"fmt"
+	"log/slog"
 	"strings"
 
 	"github.com/blang/semver/v4"
-	"github.com/go-kit/log"
-	"github.com/go-kit/log/level"
 	"github.com/prometheus/client_golang/prometheus"
 )
 
@@ -32,7 +31,7 @@ func init() {
 }
 
 type PGStatDatabaseCollector struct {
-	log log.Logger
+	log *slog.Logger
 }
 
 func NewPGStatDatabaseCollector(config collectorConfig) (Collector, error) {
@@ -299,85 +298,85 @@ func (c *PGStatDatabaseCollector) Update(ctx context.Context, instance *instance
 		}
 
 		if !datid.Valid {
-			level.Debug(c.log).Log("msg", "Skipping collecting metric because it has no datid")
+			c.log.Debug("Skipping collecting metric because it has no datid")
 			continue
 		}
 		if !datname.Valid {
-			level.Debug(c.log).Log("msg", "Skipping collecting metric because it has no datname")
+			c.log.Debug("Skipping collecting metric because it has no datname")
 			continue
 		}
 		if !numBackends.Valid {
-			level.Debug(c.log).Log("msg", "Skipping collecting metric because it has no numbackends")
+			c.log.Debug("Skipping collecting metric because it has no numbackends")
 			continue
 		}
 		if !xactCommit.Valid {
-			level.Debug(c.log).Log("msg", "Skipping collecting metric because it has no xact_commit")
+			c.log.Debug("Skipping collecting metric because it has no xact_commit")
 			continue
 		}
 		if !xactRollback.Valid {
-			level.Debug(c.log).Log("msg", "Skipping collecting metric because it has no xact_rollback")
+			c.log.Debug("Skipping collecting metric because it has no xact_rollback")
 			continue
 		}
 		if !blksRead.Valid {
-			level.Debug(c.log).Log("msg", "Skipping collecting metric because it has no blks_read")
+			c.log.Debug("Skipping collecting metric because it has no blks_read")
 			continue
 		}
 		if !blksHit.Valid {
-			level.Debug(c.log).Log("msg", "Skipping collecting metric because it has no blks_hit")
+			c.log.Debug("Skipping collecting metric because it has no blks_hit")
 			continue
 		}
 		if !tupReturned.Valid {
-			level.Debug(c.log).Log("msg", "Skipping collecting metric because it has no tup_returned")
+			c.log.Debug("Skipping collecting metric because it has no tup_returned")
 			continue
 		}
 		if !tupFetched.Valid {
-			level.Debug(c.log).Log("msg", "Skipping collecting metric because it has no tup_fetched")
+			c.log.Debug("Skipping collecting metric because it has no tup_fetched")
 			continue
 		}
 		if !tupInserted.Valid {
-			level.Debug(c.log).Log("msg", "Skipping collecting metric because it has no tup_inserted")
+			c.log.Debug("Skipping collecting metric because it has no tup_inserted")
 			continue
 		}
 		if !tupUpdated.Valid {
-			level.Debug(c.log).Log("msg", "Skipping collecting metric because it has no tup_updated")
+			c.log.Debug("Skipping collecting metric because it has no tup_updated")
 			continue
 		}
 		if !tupDeleted.Valid {
-			level.Debug(c.log).Log("msg", "Skipping collecting metric because it has no tup_deleted")
+			c.log.Debug("Skipping collecting metric because it has no tup_deleted")
 			continue
 		}
 		if !conflicts.Valid {
-			level.Debug(c.log).Log("msg", "Skipping collecting metric because it has no conflicts")
+			c.log.Debug("Skipping collecting metric because it has no conflicts")
 			continue
 		}
 		if !tempFiles.Valid {
-			level.Debug(c.log).Log("msg", "Skipping collecting metric because it has no temp_files")
+			c.log.Debug("Skipping collecting metric because it has no temp_files")
 			continue
 		}
 		if !tempBytes.Valid {
-			level.Debug(c.log).Log("msg", "Skipping collecting metric because it has no temp_bytes")
+			c.log.Debug("Skipping collecting metric because it has no temp_bytes")
 			continue
 		}
 		if !deadlocks.Valid {
-			level.Debug(c.log).Log("msg", "Skipping collecting metric because it has no deadlocks")
+			c.log.Debug("Skipping collecting metric because it has no deadlocks")
 			continue
 		}
 		if !blkReadTime.Valid {
-			level.Debug(c.log).Log("msg", "Skipping collecting metric because it has no blk_read_time")
+			c.log.Debug("Skipping collecting metric because it has no blk_read_time")
 			continue
 		}
 		if !blkWriteTime.Valid {
-			level.Debug(c.log).Log("msg", "Skipping collecting metric because it has no blk_write_time")
+			c.log.Debug("Skipping collecting metric because it has no blk_write_time")
 			continue
 		}
 		if activeTimeAvail && !activeTime.Valid {
-			level.Debug(c.log).Log("msg", "Skipping collecting metric because it has no active_time")
+			c.log.Debug("Skipping collecting metric because it has no active_time")
 			continue
 		}
 
 		statsResetMetric := 0.0
 		if !statsReset.Valid {
-			level.Debug(c.log).Log("msg", "No metric for stats_reset, will collect 0 instead")
+			c.log.Debug("No metric for stats_reset, will collect 0 instead")
 		}
 		if statsReset.Valid {
 			statsResetMetric = float64(statsReset.Time.Unix())
diff --git a/collector/pg_stat_database_test.go b/collector/pg_stat_database_test.go
index 92461208..e6194ca2 100644
--- a/collector/pg_stat_database_test.go
+++ b/collector/pg_stat_database_test.go
@@ -19,9 +19,9 @@ import (
 
 	"github.com/DATA-DOG/go-sqlmock"
 	"github.com/blang/semver/v4"
-	"github.com/go-kit/log"
 	"github.com/prometheus/client_golang/prometheus"
 	dto "github.com/prometheus/client_model/go"
+	"github.com/prometheus/common/promslog"
 	"github.com/smartystreets/goconvey/convey"
 )
 
@@ -92,7 +92,7 @@ func TestPGStatDatabaseCollector(t *testing.T) {
 	go func() {
 		defer close(ch)
 		c := PGStatDatabaseCollector{
-			log: log.With(log.NewNopLogger(), "collector", "pg_stat_database"),
+			log: promslog.NewNopLogger().With("collector", "pg_stat_database"),
 		}
 
 		if err := c.Update(context.Background(), inst, ch); err != nil {
@@ -219,7 +219,7 @@ func TestPGStatDatabaseCollectorNullValues(t *testing.T) {
 	go func() {
 		defer close(ch)
 		c := PGStatDatabaseCollector{
-			log: log.With(log.NewNopLogger(), "collector", "pg_stat_database"),
+			log: promslog.NewNopLogger().With("collector", "pg_stat_database"),
 		}
 
 		if err := c.Update(context.Background(), inst, ch); err != nil {
@@ -368,7 +368,7 @@ func TestPGStatDatabaseCollectorRowLeakTest(t *testing.T) {
 	go func() {
 		defer close(ch)
 		c := PGStatDatabaseCollector{
-			log: log.With(log.NewNopLogger(), "collector", "pg_stat_database"),
+			log: promslog.NewNopLogger().With("collector", "pg_stat_database"),
 		}
 
 		if err := c.Update(context.Background(), inst, ch); err != nil {
@@ -489,7 +489,7 @@ func TestPGStatDatabaseCollectorTestNilStatReset(t *testing.T) {
 	go func() {
 		defer close(ch)
 		c := PGStatDatabaseCollector{
-			log: log.With(log.NewNopLogger(), "collector", "pg_stat_database"),
+			log: promslog.NewNopLogger().With("collector", "pg_stat_database"),
 		}
 
 		if err := c.Update(context.Background(), inst, ch); err != nil {
diff --git a/collector/pg_stat_statements.go b/collector/pg_stat_statements.go
index c03e78b9..7926f533 100644
--- a/collector/pg_stat_statements.go
+++ b/collector/pg_stat_statements.go
@@ -16,9 +16,9 @@ package collector
 import (
 	"context"
 	"database/sql"
+	"log/slog"
 
 	"github.com/blang/semver/v4"
-	"github.com/go-kit/log"
 	"github.com/prometheus/client_golang/prometheus"
 )
 
@@ -32,7 +32,7 @@ func init() {
 }
 
 type PGStatStatementsCollector struct {
-	log log.Logger
+	log *slog.Logger
 }
 
 func NewPGStatStatementsCollector(config collectorConfig) (Collector, error) {
diff --git a/collector/pg_stat_user_tables.go b/collector/pg_stat_user_tables.go
index af3822ca..254d76a6 100644
--- a/collector/pg_stat_user_tables.go
+++ b/collector/pg_stat_user_tables.go
@@ -16,8 +16,8 @@ package collector
 import (
 	"context"
 	"database/sql"
+	"log/slog"
 
-	"github.com/go-kit/log"
 	"github.com/prometheus/client_golang/prometheus"
 )
 
@@ -28,7 +28,7 @@ func init() {
 }
 
 type PGStatUserTablesCollector struct {
-	log log.Logger
+	log *slog.Logger
 }
 
 func NewPGStatUserTablesCollector(config collectorConfig) (Collector, error) {
diff --git a/collector/pg_stat_walreceiver.go b/collector/pg_stat_walreceiver.go
index db533ab5..ea0db455 100644
--- a/collector/pg_stat_walreceiver.go
+++ b/collector/pg_stat_walreceiver.go
@@ -16,9 +16,8 @@ import (
 	"context"
 	"database/sql"
 	"fmt"
+	"log/slog"
 
-	"github.com/go-kit/log"
-	"github.com/go-kit/log/level"
 	"github.com/prometheus/client_golang/prometheus"
 )
 
@@ -27,7 +26,7 @@ func init() {
 }
 
 type PGStatWalReceiverCollector struct {
-	log log.Logger
+	log *slog.Logger
 }
 
 const statWalReceiverSubsystem = "stat_wal_receiver"
@@ -157,55 +156,51 @@ func (c *PGStatWalReceiverCollector) Update(ctx context.Context, instance *insta
 			}
 		}
 		if !upstreamHost.Valid {
-			level.Debug(c.log).Log("msg", "Skipping wal receiver stats because upstream host is null")
+			c.log.Debug("Skipping wal receiver stats because upstream host is null")
 			continue
 		}
 
 		if !slotName.Valid {
-			level.Debug(c.log).Log("msg", "Skipping wal receiver stats because slotname host is null")
+			c.log.Debug("Skipping wal receiver stats because slotname host is null")
 			continue
 		}
 
 		if !status.Valid {
-			level.Debug(c.log).Log("msg", "Skipping wal receiver stats because status is null")
+			c.log.Debug("Skipping wal receiver stats because status is null")
 			continue
 		}
 		labels := []string{upstreamHost.String, slotName.String, status.String}
 
 		if !receiveStartLsn.Valid {
-			level.Debug(c.log).Log("msg", "Skipping wal receiver stats because receive_start_lsn is null")
+			c.log.Debug("Skipping wal receiver stats because receive_start_lsn is null")
 			continue
 		}
 		if !receiveStartTli.Valid {
-			level.Debug(c.log).Log("msg", "Skipping wal receiver stats because receive_start_tli is null")
+			c.log.Debug("Skipping wal receiver stats because receive_start_tli is null")
 			continue
 		}
 		if hasFlushedLSN && !flushedLsn.Valid {
-			level.Debug(c.log).Log("msg", "Skipping wal receiver stats because flushed_lsn is null")
+			c.log.Debug("Skipping wal receiver stats because flushed_lsn is null")
 			continue
 		}
 		if !receivedTli.Valid {
-			level.Debug(c.log).Log("msg", "Skipping wal receiver stats because received_tli is null")
+			c.log.Debug("Skipping wal receiver stats because received_tli is null")
 			continue
 		}
 		if !lastMsgSendTime.Valid {
-			level.Debug(c.log).Log("msg", "Skipping wal receiver stats because last_msg_send_time is null")
+			c.log.Debug("Skipping wal receiver stats because last_msg_send_time is null")
 			continue
 		}
 		if !lastMsgReceiptTime.Valid {
-			level.Debug(c.log).Log("msg", "Skipping wal receiver stats because last_msg_receipt_time is null")
+			c.log.Debug("Skipping wal receiver stats because last_msg_receipt_time is null")
 			continue
 		}
 		if !latestEndLsn.Valid {
-			level.Debug(c.log).Log("msg", "Skipping wal receiver stats because latest_end_lsn is null")
+			c.log.Debug("Skipping wal receiver stats because latest_end_lsn is null")
 			continue
 		}
 		if !latestEndTime.Valid {
-			level.Debug(c.log).Log("msg", "Skipping wal receiver stats because latest_end_time is null")
-			continue
-		}
-		if !upstreamNode.Valid {
-			level.Debug(c.log).Log("msg", "Skipping wal receiver stats because upstream_node is null")
+			c.log.Debug("Skipping wal receiver stats because latest_end_time is null")
 			continue
 		}
 		ch <- prometheus.MustNewConstMetric(
@@ -258,11 +253,15 @@ func (c *PGStatWalReceiverCollector) Update(ctx context.Context, instance *insta
 			latestEndTime.Float64,
 			labels...)
 
-		ch <- prometheus.MustNewConstMetric(
-			statWalReceiverUpstreamNode,
-			prometheus.GaugeValue,
-			float64(upstreamNode.Int64),
-			labels...)
+		if !upstreamNode.Valid {
+			c.log.Debug("Skipping wal receiver stats upstream_node because it is null")
+		} else {
+			ch <- prometheus.MustNewConstMetric(
+				statWalReceiverUpstreamNode,
+				prometheus.GaugeValue,
+				float64(upstreamNode.Int64),
+				labels...)
+		}
 	}
 	if err := rows.Err(); err != nil {
 		return err
diff --git a/collector/pg_statio_user_indexes.go b/collector/pg_statio_user_indexes.go
index b5516338..c53f5218 100644
--- a/collector/pg_statio_user_indexes.go
+++ b/collector/pg_statio_user_indexes.go
@@ -15,8 +15,8 @@ package collector
 import (
 	"context"
 	"database/sql"
+	"log/slog"
 
-	"github.com/go-kit/log"
 	"github.com/prometheus/client_golang/prometheus"
 )
 
@@ -25,7 +25,7 @@ func init() {
 }
 
 type PGStatioUserIndexesCollector struct {
-	log log.Logger
+	log *slog.Logger
 }
 
 const statioUserIndexesSubsystem = "statio_user_indexes"
diff --git a/collector/pg_statio_user_tables.go b/collector/pg_statio_user_tables.go
index 4315fda0..48f6438f 100644
--- a/collector/pg_statio_user_tables.go
+++ b/collector/pg_statio_user_tables.go
@@ -16,8 +16,8 @@ package collector
 import (
 	"context"
 	"database/sql"
+	"log/slog"
 
-	"github.com/go-kit/log"
 	"github.com/prometheus/client_golang/prometheus"
 )
 
@@ -28,7 +28,7 @@ func init() {
 }
 
 type PGStatIOUserTablesCollector struct {
-	log log.Logger
+	log *slog.Logger
 }
 
 func NewPGStatIOUserTablesCollector(config collectorConfig) (Collector, error) {
diff --git a/collector/pg_xlog_location.go b/collector/pg_xlog_location.go
index 237204f7..5f091471 100644
--- a/collector/pg_xlog_location.go
+++ b/collector/pg_xlog_location.go
@@ -15,10 +15,9 @@ package collector
 
 import (
 	"context"
+	"log/slog"
 
 	"github.com/blang/semver/v4"
-	"github.com/go-kit/log"
-	"github.com/go-kit/log/level"
 	"github.com/prometheus/client_golang/prometheus"
 )
 
@@ -29,7 +28,7 @@ func init() {
 }
 
 type PGXlogLocationCollector struct {
-	log log.Logger
+	log *slog.Logger
 }
 
 func NewPGXlogLocationCollector(config collectorConfig) (Collector, error) {
@@ -59,7 +58,7 @@ func (c PGXlogLocationCollector) Update(ctx context.Context, instance *instance,
 	// https://wiki.postgresql.org/wiki/New_in_postgres_10#Renaming_of_.22xlog.22_to_.22wal.22_Globally_.28and_location.2Flsn.29
 	after10 := instance.version.Compare(semver.MustParse("10.0.0"))
 	if after10 >= 0 {
-		level.Warn(c.log).Log("msg", "xlog_location collector is not available on PostgreSQL >= 10.0.0, skipping")
+		c.log.Warn("xlog_location collector is not available on PostgreSQL >= 10.0.0, skipping")
 		return nil
 	}
 
diff --git a/collector/probe.go b/collector/probe.go
index 4c0f0419..54a06261 100644
--- a/collector/probe.go
+++ b/collector/probe.go
@@ -15,10 +15,9 @@ package collector
 
 import (
 	"context"
+	"log/slog"
 	"sync"
 
-	"github.com/go-kit/log"
-	"github.com/go-kit/log/level"
 	"github.com/prometheus-community/postgres_exporter/config"
 	"github.com/prometheus/client_golang/prometheus"
 )
@@ -26,11 +25,11 @@ import (
 type ProbeCollector struct {
 	registry   *prometheus.Registry
 	collectors map[string]Collector
-	logger     log.Logger
+	logger     *slog.Logger
 	instance   *instance
 }
 
-func NewProbeCollector(logger log.Logger, excludeDatabases []string, registry *prometheus.Registry, dsn config.DSN) (*ProbeCollector, error) {
+func NewProbeCollector(logger *slog.Logger, excludeDatabases []string, registry *prometheus.Registry, dsn config.DSN) (*ProbeCollector, error) {
 	collectors := make(map[string]Collector)
 	initiatedCollectorsMtx.Lock()
 	defer initiatedCollectorsMtx.Unlock()
@@ -47,7 +46,7 @@ func NewProbeCollector(logger log.Logger, excludeDatabases []string, registry *p
 		} else {
 			collector, err := factories[key](
 				collectorConfig{
-					logger:           log.With(logger, "collector", key),
+					logger:           logger.With("collector", key),
 					excludeDatabases: excludeDatabases,
 				})
 			if err != nil {
@@ -78,7 +77,7 @@ func (pc *ProbeCollector) Collect(ch chan<- prometheus.Metric) {
 	// Set up the database connection for the collector.
 	err := pc.instance.setup()
 	if err != nil {
-		level.Error(pc.logger).Log("msg", "Error opening connection to database", "err", err)
+		pc.logger.Error("Error opening connection to database", "err", err)
 		return
 	}
 	defer pc.instance.Close()
diff --git a/config/config.go b/config/config.go
index f6796972..7cdc08f7 100644
--- a/config/config.go
+++ b/config/config.go
@@ -15,10 +15,10 @@ package config
 
 import (
 	"fmt"
+	"log/slog"
 	"os"
 	"sync"
 
-	"github.com/go-kit/log"
 	"github.com/prometheus/client_golang/prometheus"
 	"github.com/prometheus/client_golang/prometheus/promauto"
 	"gopkg.in/yaml.v3"
@@ -65,7 +65,7 @@ func (ch *Handler) GetConfig() *Config {
 	return ch.Config
 }
 
-func (ch *Handler) ReloadConfig(f string, logger log.Logger) error {
+func (ch *Handler) ReloadConfig(f string, logger *slog.Logger) error {
 	config := &Config{}
 	var err error
 	defer func() {
diff --git a/go.mod b/go.mod
index e937de61..bc854c3a 100644
--- a/go.mod
+++ b/go.mod
@@ -1,17 +1,16 @@
 module github.com/prometheus-community/postgres_exporter
 
-go 1.19
+go 1.23.0
 
 require (
 	github.com/DATA-DOG/go-sqlmock v1.5.2
 	github.com/alecthomas/kingpin/v2 v2.4.0
 	github.com/blang/semver/v4 v4.0.0
-	github.com/go-kit/log v0.2.1
 	github.com/lib/pq v1.10.9
-	github.com/prometheus/client_golang v1.19.0
-	github.com/prometheus/client_model v0.6.0
-	github.com/prometheus/common v0.48.0
-	github.com/prometheus/exporter-toolkit v0.11.0
+	github.com/prometheus/client_golang v1.20.5
+	github.com/prometheus/client_model v0.6.1
+	github.com/prometheus/common v0.60.1
+	github.com/prometheus/exporter-toolkit v0.13.1
 	github.com/smartystreets/goconvey v1.8.1
 	gopkg.in/check.v1 v1.0.0-20201130134442-10cb98267c6c
 	gopkg.in/yaml.v2 v2.4.0
@@ -21,26 +20,27 @@ require (
 require (
 	github.com/alecthomas/units v0.0.0-20211218093645-b94a6e3cc137 // indirect
 	github.com/beorn7/perks v1.0.1 // indirect
-	github.com/cespare/xxhash/v2 v2.2.0 // indirect
+	github.com/cespare/xxhash/v2 v2.3.0 // indirect
 	github.com/coreos/go-systemd/v22 v22.5.0 // indirect
-	github.com/go-logfmt/logfmt v0.5.1 // indirect
-	github.com/golang/protobuf v1.5.3 // indirect
 	github.com/gopherjs/gopherjs v1.17.2 // indirect
 	github.com/jpillora/backoff v1.0.0 // indirect
 	github.com/jtolds/gls v4.20.0+incompatible // indirect
+	github.com/klauspost/compress v1.17.9 // indirect
 	github.com/kr/pretty v0.3.1 // indirect
 	github.com/kr/text v0.2.0 // indirect
+	github.com/mdlayher/socket v0.4.1 // indirect
+	github.com/mdlayher/vsock v1.2.1 // indirect
+	github.com/munnerz/goautoneg v0.0.0-20191010083416-a7dc8b61c822 // indirect
 	github.com/mwitkow/go-conntrack v0.0.0-20190716064945-2f068394615f // indirect
-	github.com/prometheus/procfs v0.12.0 // indirect
+	github.com/prometheus/procfs v0.15.1 // indirect
 	github.com/rogpeppe/go-internal v1.10.0 // indirect
 	github.com/smarty/assertions v1.15.0 // indirect
 	github.com/xhit/go-str2duration/v2 v2.1.0 // indirect
-	golang.org/x/crypto v0.21.0 // indirect
-	golang.org/x/net v0.23.0 // indirect
-	golang.org/x/oauth2 v0.16.0 // indirect
-	golang.org/x/sync v0.5.0 // indirect
-	golang.org/x/sys v0.18.0 // indirect
-	golang.org/x/text v0.14.0 // indirect
-	google.golang.org/appengine v1.6.7 // indirect
-	google.golang.org/protobuf v1.33.0 // indirect
+	golang.org/x/crypto v0.28.0 // indirect
+	golang.org/x/net v0.29.0 // indirect
+	golang.org/x/oauth2 v0.23.0 // indirect
+	golang.org/x/sync v0.8.0 // indirect
+	golang.org/x/sys v0.26.0 // indirect
+	golang.org/x/text v0.19.0 // indirect
+	google.golang.org/protobuf v1.34.2 // indirect
 )
diff --git a/go.sum b/go.sum
index 687657ea..044805aa 100644
--- a/go.sum
+++ b/go.sum
@@ -8,24 +8,17 @@ github.com/beorn7/perks v1.0.1 h1:VlbKKnNfV8bJzeqoa4cOKqO6bYr3WgKZxO8Z16+hsOM=
 github.com/beorn7/perks v1.0.1/go.mod h1:G2ZrVWU2WbWT9wwq4/hrbKbnv/1ERSJQ0ibhJ6rlkpw=
 github.com/blang/semver/v4 v4.0.0 h1:1PFHFE6yCCTv8C1TeyNNarDzntLi7wMI5i/pzqYIsAM=
 github.com/blang/semver/v4 v4.0.0/go.mod h1:IbckMUScFkM3pff0VJDNKRiT6TG/YpiHIM2yvyW5YoQ=
-github.com/cespare/xxhash/v2 v2.2.0 h1:DC2CZ1Ep5Y4k3ZQ899DldepgrayRUGE6BBZ/cd9Cj44=
-github.com/cespare/xxhash/v2 v2.2.0/go.mod h1:VGX0DQ3Q6kWi7AoAeZDth3/j3BFtOZR5XLFGgcrjCOs=
+github.com/cespare/xxhash/v2 v2.3.0 h1:UL815xU9SqsFlibzuggzjXhog7bL6oX9BbNZnL2UFvs=
+github.com/cespare/xxhash/v2 v2.3.0/go.mod h1:VGX0DQ3Q6kWi7AoAeZDth3/j3BFtOZR5XLFGgcrjCOs=
 github.com/coreos/go-systemd/v22 v22.5.0 h1:RrqgGjYQKalulkV8NGVIfkXQf6YYmOyiJKk8iXXhfZs=
 github.com/coreos/go-systemd/v22 v22.5.0/go.mod h1:Y58oyj3AT4RCenI/lSvhwexgC+NSVTIJ3seZv2GcEnc=
 github.com/creack/pty v1.1.9/go.mod h1:oKZEueFk5CKHvIhNR5MUki03XCEU+Q6VDXinZuGJ33E=
 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/go-kit/log v0.2.1 h1:MRVx0/zhvdseW+Gza6N9rVzU/IVzaeE1SFI4raAhmBU=
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@@ -33,6 +26,8 @@ github.com/jpillora/backoff v1.0.0/go.mod h1:J/6gKK9jxlEcS3zixgDgUAsiuZ7yrSoa/FX
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@@ -40,23 +35,31 @@ github.com/kr/pty v1.1.1/go.mod h1:pFQYn66WHrOpPYNljwOMqo10TkYh1fy3cYio2l3bCsQ=
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@@ -66,34 +69,24 @@ github.com/smartystreets/goconvey v1.8.1 h1:qGjIddxOk4grTu9JPOU31tVfq3cNdBlNa5sS
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