diff --git a/examples/hello-mysql/cmd/api/startup.go b/examples/hello-mysql/cmd/api/startup.go
index 40d0ec3..d102f46 100644
--- a/examples/hello-mysql/cmd/api/startup.go
+++ b/examples/hello-mysql/cmd/api/startup.go
@@ -8,7 +8,7 @@ import (
 
 func logStartup(logger modkitlogging.Logger, addr string) {
 	if logger == nil {
-		logger = modkitlogging.Nop()
+		logger = modkitlogging.NewNopLogger()
 	}
 	logger = logger.With(slog.String("scope", "api"))
 	logger.Info("server starting",
diff --git a/examples/hello-mysql/cmd/api/startup_test.go b/examples/hello-mysql/cmd/api/startup_test.go
index 94dcf99..0bea957 100644
--- a/examples/hello-mysql/cmd/api/startup_test.go
+++ b/examples/hello-mysql/cmd/api/startup_test.go
@@ -12,17 +12,32 @@ type captureLogger struct {
 	attrs    []slog.Attr
 }
 
-func (c *captureLogger) Debug(string, ...slog.Attr) {}
-func (c *captureLogger) Info(msg string, attrs ...slog.Attr) {
+func (c *captureLogger) Debug(string, ...any) {}
+func (c *captureLogger) Info(msg string, args ...any) {
 	c.messages = append(c.messages, msg)
-	c.attrs = append(c.attrs, attrs...)
+	c.attrs = append(c.attrs, attrsFromArgs(args)...)
 }
-func (c *captureLogger) Error(string, ...slog.Attr) {}
-func (c *captureLogger) With(attrs ...slog.Attr) modkitlogging.Logger {
-	c.attrs = append(c.attrs, attrs...)
+func (c *captureLogger) Warn(string, ...any)  {}
+func (c *captureLogger) Error(string, ...any) {}
+func (c *captureLogger) With(args ...any) modkitlogging.Logger {
+	c.attrs = append(c.attrs, attrsFromArgs(args)...)
 	return c
 }
 
+func attrsFromArgs(args []any) []slog.Attr {
+	if len(args) == 0 {
+		return nil
+	}
+	attrs := make([]slog.Attr, 0, len(args))
+	for _, arg := range args {
+		attr, ok := arg.(slog.Attr)
+		if ok {
+			attrs = append(attrs, attr)
+		}
+	}
+	return attrs
+}
+
 func TestLogStartup_EmitsMessage(t *testing.T) {
 	logger := &captureLogger{}
 	logStartup(logger, ":8080")
diff --git a/examples/hello-mysql/cmd/migrate/debug.go b/examples/hello-mysql/cmd/migrate/debug.go
index b553353..9c82f75 100644
--- a/examples/hello-mysql/cmd/migrate/debug.go
+++ b/examples/hello-mysql/cmd/migrate/debug.go
@@ -8,7 +8,7 @@ import (
 
 func logMigrateDebug(logger modkitlogging.Logger, msg string) {
 	if logger == nil {
-		logger = modkitlogging.Nop()
+		logger = modkitlogging.NewNopLogger()
 	}
 	logger.Debug(msg, slog.String("scope", "migrate"))
 }
diff --git a/examples/hello-mysql/cmd/migrate/debug_test.go b/examples/hello-mysql/cmd/migrate/debug_test.go
index 1f7924b..426f838 100644
--- a/examples/hello-mysql/cmd/migrate/debug_test.go
+++ b/examples/hello-mysql/cmd/migrate/debug_test.go
@@ -1,7 +1,6 @@
 package main
 
 import (
-	"log/slog"
 	"testing"
 
 	modkitlogging "github.com/aryeko/modkit/modkit/logging"
@@ -11,12 +10,13 @@ type debugCaptureLogger struct {
 	debugMessages []string
 }
 
-func (c *debugCaptureLogger) Debug(msg string, _ ...slog.Attr) {
+func (c *debugCaptureLogger) Debug(msg string, _ ...any) {
 	c.debugMessages = append(c.debugMessages, msg)
 }
-func (c *debugCaptureLogger) Info(string, ...slog.Attr)              {}
-func (c *debugCaptureLogger) Error(string, ...slog.Attr)             {}
-func (c *debugCaptureLogger) With(...slog.Attr) modkitlogging.Logger { return c }
+func (c *debugCaptureLogger) Info(string, ...any)              {}
+func (c *debugCaptureLogger) Warn(string, ...any)              {}
+func (c *debugCaptureLogger) Error(string, ...any)             {}
+func (c *debugCaptureLogger) With(...any) modkitlogging.Logger { return c }
 
 func TestLogMigrateDebug(t *testing.T) {
 	logger := &debugCaptureLogger{}
diff --git a/examples/hello-mysql/cmd/migrate/logging.go b/examples/hello-mysql/cmd/migrate/logging.go
index 3fef777..10d443d 100644
--- a/examples/hello-mysql/cmd/migrate/logging.go
+++ b/examples/hello-mysql/cmd/migrate/logging.go
@@ -8,7 +8,7 @@ import (
 
 func logMigrateComplete(logger modkitlogging.Logger) {
 	if logger == nil {
-		logger = modkitlogging.Nop()
+		logger = modkitlogging.NewNopLogger()
 	}
 	logger = logger.With(slog.String("scope", "migrate"))
 	logger.Info("migrations complete")
diff --git a/examples/hello-mysql/cmd/migrate/logging_test.go b/examples/hello-mysql/cmd/migrate/logging_test.go
index 040475f..9e073bc 100644
--- a/examples/hello-mysql/cmd/migrate/logging_test.go
+++ b/examples/hello-mysql/cmd/migrate/logging_test.go
@@ -12,17 +12,32 @@ type captureLogger struct {
 	attrs    []slog.Attr
 }
 
-func (c *captureLogger) Debug(string, ...slog.Attr) {}
-func (c *captureLogger) Info(msg string, attrs ...slog.Attr) {
+func (c *captureLogger) Debug(string, ...any) {}
+func (c *captureLogger) Info(msg string, args ...any) {
 	c.messages = append(c.messages, msg)
-	c.attrs = append(c.attrs, attrs...)
+	c.attrs = append(c.attrs, attrsFromArgs(args)...)
 }
-func (c *captureLogger) Error(string, ...slog.Attr) {}
-func (c *captureLogger) With(attrs ...slog.Attr) modkitlogging.Logger {
-	c.attrs = append(c.attrs, attrs...)
+func (c *captureLogger) Warn(string, ...any)  {}
+func (c *captureLogger) Error(string, ...any) {}
+func (c *captureLogger) With(args ...any) modkitlogging.Logger {
+	c.attrs = append(c.attrs, attrsFromArgs(args)...)
 	return c
 }
 
+func attrsFromArgs(args []any) []slog.Attr {
+	if len(args) == 0 {
+		return nil
+	}
+	attrs := make([]slog.Attr, 0, len(args))
+	for _, arg := range args {
+		attr, ok := arg.(slog.Attr)
+		if ok {
+			attrs = append(attrs, attr)
+		}
+	}
+	return attrs
+}
+
 func TestLogMigrateComplete(t *testing.T) {
 	logger := &captureLogger{}
 	logMigrateComplete(logger)
diff --git a/examples/hello-mysql/cmd/seed/debug.go b/examples/hello-mysql/cmd/seed/debug.go
index 626d661..ef5183e 100644
--- a/examples/hello-mysql/cmd/seed/debug.go
+++ b/examples/hello-mysql/cmd/seed/debug.go
@@ -8,7 +8,7 @@ import (
 
 func logSeedDebug(logger modkitlogging.Logger, msg string) {
 	if logger == nil {
-		logger = modkitlogging.Nop()
+		logger = modkitlogging.NewNopLogger()
 	}
 	logger.Debug(msg, slog.String("scope", "seed"))
 }
diff --git a/examples/hello-mysql/cmd/seed/debug_test.go b/examples/hello-mysql/cmd/seed/debug_test.go
index a29384d..f800e1b 100644
--- a/examples/hello-mysql/cmd/seed/debug_test.go
+++ b/examples/hello-mysql/cmd/seed/debug_test.go
@@ -1,7 +1,6 @@
 package main
 
 import (
-	"log/slog"
 	"testing"
 
 	modkitlogging "github.com/aryeko/modkit/modkit/logging"
@@ -11,12 +10,13 @@ type debugCaptureLogger struct {
 	debugMessages []string
 }
 
-func (c *debugCaptureLogger) Debug(msg string, _ ...slog.Attr) {
+func (c *debugCaptureLogger) Debug(msg string, _ ...any) {
 	c.debugMessages = append(c.debugMessages, msg)
 }
-func (c *debugCaptureLogger) Info(string, ...slog.Attr)              {}
-func (c *debugCaptureLogger) Error(string, ...slog.Attr)             {}
-func (c *debugCaptureLogger) With(...slog.Attr) modkitlogging.Logger { return c }
+func (c *debugCaptureLogger) Info(string, ...any)              {}
+func (c *debugCaptureLogger) Warn(string, ...any)              {}
+func (c *debugCaptureLogger) Error(string, ...any)             {}
+func (c *debugCaptureLogger) With(...any) modkitlogging.Logger { return c }
 
 func TestLogSeedDebug(t *testing.T) {
 	logger := &debugCaptureLogger{}
diff --git a/examples/hello-mysql/cmd/seed/logging.go b/examples/hello-mysql/cmd/seed/logging.go
index 48cd7f3..6acb654 100644
--- a/examples/hello-mysql/cmd/seed/logging.go
+++ b/examples/hello-mysql/cmd/seed/logging.go
@@ -8,7 +8,7 @@ import (
 
 func logSeedComplete(logger modkitlogging.Logger) {
 	if logger == nil {
-		logger = modkitlogging.Nop()
+		logger = modkitlogging.NewNopLogger()
 	}
 	logger = logger.With(slog.String("scope", "seed"))
 	logger.Info("seed complete")
diff --git a/examples/hello-mysql/cmd/seed/logging_test.go b/examples/hello-mysql/cmd/seed/logging_test.go
index 3c13ec7..9491d73 100644
--- a/examples/hello-mysql/cmd/seed/logging_test.go
+++ b/examples/hello-mysql/cmd/seed/logging_test.go
@@ -12,17 +12,32 @@ type captureLogger struct {
 	attrs    []slog.Attr
 }
 
-func (c *captureLogger) Debug(string, ...slog.Attr) {}
-func (c *captureLogger) Info(msg string, attrs ...slog.Attr) {
+func (c *captureLogger) Debug(string, ...any) {}
+func (c *captureLogger) Info(msg string, args ...any) {
 	c.messages = append(c.messages, msg)
-	c.attrs = append(c.attrs, attrs...)
+	c.attrs = append(c.attrs, attrsFromArgs(args)...)
 }
-func (c *captureLogger) Error(string, ...slog.Attr) {}
-func (c *captureLogger) With(attrs ...slog.Attr) modkitlogging.Logger {
-	c.attrs = append(c.attrs, attrs...)
+func (c *captureLogger) Warn(string, ...any)  {}
+func (c *captureLogger) Error(string, ...any) {}
+func (c *captureLogger) With(args ...any) modkitlogging.Logger {
+	c.attrs = append(c.attrs, attrsFromArgs(args)...)
 	return c
 }
 
+func attrsFromArgs(args []any) []slog.Attr {
+	if len(args) == 0 {
+		return nil
+	}
+	attrs := make([]slog.Attr, 0, len(args))
+	for _, arg := range args {
+		attr, ok := arg.(slog.Attr)
+		if ok {
+			attrs = append(attrs, attr)
+		}
+	}
+	return attrs
+}
+
 func TestLogSeedComplete(t *testing.T) {
 	logger := &captureLogger{}
 	logSeedComplete(logger)
diff --git a/examples/hello-mysql/internal/modules/users/service.go b/examples/hello-mysql/internal/modules/users/service.go
index 81fdf22..65d48da 100644
--- a/examples/hello-mysql/internal/modules/users/service.go
+++ b/examples/hello-mysql/internal/modules/users/service.go
@@ -22,7 +22,7 @@ type service struct {
 
 func NewService(repo Repository, logger modkitlogging.Logger) Service {
 	if logger == nil {
-		logger = modkitlogging.Nop()
+		logger = modkitlogging.NewNopLogger()
 	}
 	logger = logger.With(slog.String("scope", "users"))
 	return &service{repo: repo, logger: logger}
diff --git a/examples/hello-mysql/internal/modules/users/service_logging_test.go b/examples/hello-mysql/internal/modules/users/service_logging_test.go
index 855fdbb..9c60a6c 100644
--- a/examples/hello-mysql/internal/modules/users/service_logging_test.go
+++ b/examples/hello-mysql/internal/modules/users/service_logging_test.go
@@ -13,17 +13,32 @@ type captureLogger struct {
 	attrs         []slog.Attr
 }
 
-func (c *captureLogger) Debug(msg string, attrs ...slog.Attr) {
+func (c *captureLogger) Debug(msg string, args ...any) {
 	c.debugMessages = append(c.debugMessages, msg)
-	c.attrs = append(c.attrs, attrs...)
+	c.attrs = append(c.attrs, attrsFromArgs(args)...)
 }
-func (c *captureLogger) Info(string, ...slog.Attr)  {}
-func (c *captureLogger) Error(string, ...slog.Attr) {}
-func (c *captureLogger) With(attrs ...slog.Attr) modkitlogging.Logger {
-	c.attrs = append(c.attrs, attrs...)
+func (c *captureLogger) Info(string, ...any)  {}
+func (c *captureLogger) Warn(string, ...any)  {}
+func (c *captureLogger) Error(string, ...any) {}
+func (c *captureLogger) With(args ...any) modkitlogging.Logger {
+	c.attrs = append(c.attrs, attrsFromArgs(args)...)
 	return c
 }
 
+func attrsFromArgs(args []any) []slog.Attr {
+	if len(args) == 0 {
+		return nil
+	}
+	attrs := make([]slog.Attr, 0, len(args))
+	for _, arg := range args {
+		attr, ok := arg.(slog.Attr)
+		if ok {
+			attrs = append(attrs, attr)
+		}
+	}
+	return attrs
+}
+
 func TestService_EmitsDebugLogs(t *testing.T) {
 	repo := &stubRepo{}
 	logger := &captureLogger{}
diff --git a/examples/hello-mysql/internal/platform/logging/log.go b/examples/hello-mysql/internal/platform/logging/log.go
index 12454a7..5234013 100644
--- a/examples/hello-mysql/internal/platform/logging/log.go
+++ b/examples/hello-mysql/internal/platform/logging/log.go
@@ -22,7 +22,7 @@ type config struct {
 
 func New() modkitlogging.Logger {
 	logger := newLogger(os.Stdout)
-	return modkitlogging.NewSlog(logger)
+	return modkitlogging.NewSlogLogger(logger)
 }
 
 func newLogger(w io.Writer) *slog.Logger {
diff --git a/go.work.sum b/go.work.sum
index 3bd4985..6f6ef07 100644
--- a/go.work.sum
+++ b/go.work.sum
@@ -1,31 +1,59 @@
+cloud.google.com/go v0.116.0 h1:B3fRrSDkLRt5qSHWe40ERJvhvnQwdZiHu0bJOpldweE=
 cloud.google.com/go v0.116.0/go.mod h1:cEPSRWPzZEswwdr9BxE6ChEn01dWlTaF05LiC2Xs70U=
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@@ -56,6 +84,7 @@ github.com/containerd/typeurl v1.0.2 h1:Chlt8zIieDbzQFzXzAeBEF92KhExuE4p9p92/QmY
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@@ -65,7 +94,9 @@ github.com/containernetworking/plugins v1.2.0 h1:SWgg3dQG1yzUo4d9iD8cwSVh1VqI+bP
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 github.com/mgechev/dots v0.0.0-20210922191527-e955255bf517/go.mod h1:KQ7+USdGKfpPjXk4Ga+5XxQM4Lm4e3gAogrreFAYpOg=
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 github.com/miekg/pkcs11 v1.1.1/go.mod h1:XsNlhZGX73bx86s2hdc/FuaLm2CPZJemRLMA+WTFxgs=
@@ -152,10 +227,13 @@ github.com/moby/locker v1.0.1 h1:fOXqR41zeveg4fFODix+1Ch4mj/gT0NE1XJbp/epuBg=
 github.com/moby/locker v1.0.1/go.mod h1:S7SDdo5zpBK84bzzVlKr2V0hz+7x9hWbYC/kq7oQppc=
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 github.com/moby/sys/mountinfo v0.7.2/go.mod h1:1YOa8w8Ih7uW0wALDUgT1dTTSBrZ+HiBLGws92L2RU4=
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 github.com/moby/sys/reexec v0.1.0/go.mod h1:EqjBg8F3X7iZe5pU6nRZnYCMUTXoxsjiIfHup5wYIN8=
 github.com/moby/sys/signal v0.7.0 h1:25RW3d5TnQEoKvRbEKUGay6DCQ46IxAVTT9CUMgmsSI=
 github.com/moby/sys/signal v0.7.0/go.mod h1:GQ6ObYZfqacOwTtlXvcmh9A26dVRul/hbOZn88Kg8Tg=
@@ -163,7 +241,9 @@ github.com/moby/sys/symlink v0.2.0 h1:tk1rOM+Ljp0nFmfOIBtlV3rTDlWOwFRhjEeAhZB0nZ
 github.com/moby/sys/symlink v0.2.0/go.mod h1:7uZVF2dqJjG/NsClqul95CqKOBRQyYSNnJ6BMgR/gFs=
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+github.com/mozilla/tls-observatory v0.0.0-20210609171429-7bc42856d2e5 h1:0KqC6/sLy7fDpBdybhVkkv4Yz+PmB7c9Dz9z3dLW804=
 github.com/mozilla/tls-observatory v0.0.0-20210609171429-7bc42856d2e5/go.mod h1:FUqVoUPHSEdDR0MnFM3Dh8AU0pZHLXUD127SAJGER/s=
+github.com/mwitkow/go-conntrack v0.0.0-20190716064945-2f068394615f h1:KUppIJq7/+SVif2QVs3tOP0zanoHgBEVAwHxUSIzRqU=
 github.com/niemeyer/pretty v0.0.0-20200227124842-a10e7caefd8e h1:fD57ERR4JtEqsWbfPhv4DMiApHyliiK5xCTNVSPiaAs=
 github.com/opencontainers/runtime-spec v1.1.0 h1:HHUyrt9mwHUjtasSbXSMvs4cyFxh+Bll4AjJ9odEGpg=
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@@ -171,6 +251,9 @@ github.com/opencontainers/runtime-tools v0.9.1-0.20221107090550-2e043c6bd626 h1:
 github.com/opencontainers/runtime-tools v0.9.1-0.20221107090550-2e043c6bd626/go.mod h1:BRHJJd0E+cx42OybVYSgUvZmU0B8P9gZuRXlZUP7TKI=
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+github.com/otiai10/curr v1.0.0 h1:TJIWdbX0B+kpNagQrjgq8bCMrbhiuX73M2XwgtDMoOI=
+github.com/otiai10/mint v1.3.1 h1:BCmzIS3n71sGfHB5NMNDB3lHYPz8fWSkCAErHed//qc=
+github.com/phayes/checkstyle v0.0.0-20170904204023-bfd46e6a821d h1:CdDQnGF8Nq9ocOS/xlSptM1N3BbrA6/kmaep5ggwaIA=
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@@ -180,13 +263,18 @@ github.com/prometheus/common v0.37.0 h1:ccBbHCgIiT9uSoFY0vX8H3zsNR5eLt17/RQLUvn8
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@@ -202,12 +290,15 @@ github.com/urfave/cli v1.22.12 h1:igJgVw1JdKH+trcLWLeLwZjU9fEfPesQ+9/e4MQ44S8=
 github.com/urfave/cli v1.22.12/go.mod h1:sSBEIC79qR6OvcmsD4U3KABeOTxDqQtdDnaFuUN30b8=
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+github.com/valyala/bytebufferpool v1.0.0 h1:GqA5TC/0021Y/b9FG4Oi9Mr3q7XYx6KllzawFIhcdPw=
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 github.com/vishvananda/netlink v1.2.1-beta.2 h1:Llsql0lnQEbHj0I1OuKyp8otXp0r3q0mPkuhwHfStVs=
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 github.com/vishvananda/netns v0.0.0-20210104183010-2eb08e3e575f h1:p4VB7kIXpOQvVn1ZaTIVp+3vuYAXFe3OJEvjbUYJLaA=
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 github.com/xeipuuv/gojsonpointer v0.0.0-20180127040702-4e3ac2762d5f h1:J9EGpcZtP0E/raorCMxlFGSTBrsSlaDGf3jU/qvAE2c=
 github.com/xeipuuv/gojsonpointer v0.0.0-20180127040702-4e3ac2762d5f/go.mod h1:N2zxlSyiKSe5eX1tZViRH5QA0qijqEDrYZiPEAiq3wU=
@@ -219,17 +310,23 @@ github.com/yuin/goldmark v1.2.1 h1:ruQGxdhGHe7FWOJPT0mKs5+pD2Xs1Bm/kdGlHO04FmM=
 github.com/yuin/goldmark v1.4.13 h1:fVcFKWvrslecOb/tg+Cc05dkeYx540o0FuFt3nUVDoE=
 go.etcd.io/bbolt v1.3.7 h1:j+zJOnnEjF/kyHlDDgGnVL/AIqIJPq8UoB2GSNfkUfQ=
 go.etcd.io/bbolt v1.3.7/go.mod h1:N9Mkw9X8x5fupy0IKsmuqVtoGDyxsaDlbk4Rd05IAQw=
+go.etcd.io/etcd/api/v3 v3.5.4 h1:OHVyt3TopwtUQ2GKdd5wu3PmmipR4FTwCqoEjSyRdIc=
 go.etcd.io/etcd/api/v3 v3.5.4/go.mod h1:5GB2vv4A4AOn3yk7MftYGHkUfGtDHnEraIjym4dYz5A=
+go.etcd.io/etcd/client/pkg/v3 v3.5.4 h1:lrneYvz923dvC14R54XcA7FXoZ3mlGZAgmwhfm7HqOg=
 go.etcd.io/etcd/client/pkg/v3 v3.5.4/go.mod h1:IJHfcCEKxYu1Os13ZdwCwIUTUVGYTSAM3YSwc9/Ac1g=
+go.etcd.io/etcd/client/v2 v2.305.4 h1:Dcx3/MYyfKcPNLpR4VVQUP5KgYrBeJtktBwEKkw08Ao=
 go.etcd.io/etcd/client/v2 v2.305.4/go.mod h1:Ud+VUwIi9/uQHOMA+4ekToJ12lTxlv0zB/+DHwTGEbU=
+go.etcd.io/etcd/client/v3 v3.5.4 h1:p83BUL3tAYS0OT/r0qglgc3M1JjhM0diV8DSWAhVXv4=
 go.etcd.io/etcd/client/v3 v3.5.4/go.mod h1:ZaRkVgBZC+L+dLCjTcF1hRXpgZXQPOvnA/Ak/gq3kiY=
 go.mozilla.org/pkcs7 v0.0.0-20200128120323-432b2356ecb1 h1:A/5uWzF44DlIgdm/PQFwfMkW0JX+cIcQi/SwLAmZP5M=
 go.mozilla.org/pkcs7 v0.0.0-20200128120323-432b2356ecb1/go.mod h1:SNgMg+EgDFwmvSmLRTNKC5fegJjB7v23qTQ0XLGUNHk=
+go.opencensus.io v0.23.0 h1:gqCw0LfLxScz8irSi8exQc7fyQ0fKQU/qnC/X8+V/1M=
 go.opencensus.io v0.23.0/go.mod h1:XItmlyltB5F7CS4xOC1DcqMoFqwtC6OG2xF7mCv7P7E=
 go.opencensus.io v0.24.0 h1:y73uSU6J157QMP2kn2r30vwW1A2W2WFwSCGnAVxeaD0=
 go.opencensus.io v0.24.0/go.mod h1:vNK8G9p7aAivkbmorf4v+7Hgx+Zs0yY+0fOtgBfjQKo=
 go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc v0.45.0 h1:RsQi0qJ2imFfCvZabqzM9cNXBG8k6gXMv1A0cXRmH6A=
 go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc v0.45.0/go.mod h1:vsh3ySueQCiKPxFLvjWC4Z135gIa34TQ/NSqkDTZYUM=
+go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc v0.59.0 h1:rgMkmiGfix9vFJDcDi1PK8WEQP4FLQwLDfhp5ZLpFeE=
 go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc v0.59.0/go.mod h1:ijPqXp5P6IRRByFVVg9DY8P5HkxkHE5ARIa+86aXPf4=
 go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.59.0 h1:CV7UdSGJt/Ao6Gp4CXckLxVRRsRgDHoI8XjbL3PDl8s=
 go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.59.0/go.mod h1:FRmFuRJfag1IZ2dPkHnEoSFVgTVPUd2qf5Vi69hLb8I=
@@ -240,29 +337,42 @@ go.opentelemetry.io/otel/metric v1.34.0/go.mod h1:CEDrp0fy2D0MvkXE+dPV7cMi8tWZwX
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 google.golang.org/genproto v0.0.0-20230920204549-e6e6cdab5c13/go.mod h1:CCviP9RmpZ1mxVr8MUjCnSiY09IbAXZxhLE6EhHIdPU=
+google.golang.org/genproto/googleapis/api v0.0.0-20241209162323-e6fa225c2576 h1:CkkIfIt50+lT6NHAVoRYEyAvQGFM7xEwXUUywFvEb3Q=
 google.golang.org/genproto/googleapis/api v0.0.0-20241209162323-e6fa225c2576/go.mod h1:1R3kvZ1dtP3+4p4d3G8uJ8rFk/fWlScl38vanWACI08=
+google.golang.org/genproto/googleapis/rpc v0.0.0-20250219182151-9fdb1cabc7b2 h1:DMTIbak9GhdaSxEjvVzAeNZvyc03I61duqNbnm3SU0M=
 google.golang.org/genproto/googleapis/rpc v0.0.0-20250219182151-9fdb1cabc7b2/go.mod h1:LuRYeWDFV6WOn90g357N17oMCaxpgCnbi/44qJvDn2I=
+google.golang.org/grpc v1.70.0 h1:pWFv03aZoHzlRKHWicjsZytKAiYCtNS0dHbXnIdq7jQ=
 google.golang.org/grpc v1.70.0/go.mod h1:ofIJqVKDXx/JiXrwr2IG4/zwdH9txy3IlF40RmcJSQw=
+gopkg.in/alecthomas/kingpin.v2 v2.2.6 h1:jMFz6MfLP0/4fUyZle81rXUoxOBFi19VUFKVDOQfozc=
+gopkg.in/errgo.v2 v2.1.0 h1:0vLT13EuvQ0hNvakwLuFZ/jYrLp5F3kcWHXdRggjCE8=
 gopkg.in/inf.v0 v0.9.1 h1:73M5CoZyi3ZLMOyDlQh031Cx6N9NDJ2Vvfl76EDAgDc=
 gopkg.in/inf.v0 v0.9.1/go.mod h1:cWUDdTG/fYaXco+Dcufb5Vnc6Gp2YChqWtbxRZE0mXw=
 k8s.io/api v0.26.2 h1:dM3cinp3PGB6asOySalOZxEG4CZ0IAdJsrYZXE/ovGQ=
@@ -281,6 +391,9 @@ k8s.io/klog/v2 v2.90.1 h1:m4bYOKall2MmOiRaR1J+We67Do7vm9KiQVlT96lnHUw=
 k8s.io/klog/v2 v2.90.1/go.mod h1:y1WjHnz7Dj687irZUWR/WLkLc5N1YHtjLdmgWjndZn0=
 k8s.io/utils v0.0.0-20230220204549-a5ecb0141aa5 h1:kmDqav+P+/5e1i9tFfHq1qcF3sOrDp+YEkVDAHu7Jwk=
 k8s.io/utils v0.0.0-20230220204549-a5ecb0141aa5/go.mod h1:OLgZIPagt7ERELqWJFomSt595RzquPNLL48iOWgYOg0=
+rsc.io/binaryregexp v0.2.0 h1:HfqmD5MEmC0zvwBuF187nq9mdnXjXsSivRiXN7SmRkE=
+rsc.io/quote/v3 v3.1.0 h1:9JKUTTIUgS6kzR9mK1YuGKv6Nl+DijDNIc0ghT58FaY=
+rsc.io/sampler v1.3.0 h1:7uVkIFmeBqHfdjD+gZwtXXI+RODJ2Wc4O7MPEh/QiW4=
 sigs.k8s.io/json v0.0.0-20220713155537-f223a00ba0e2 h1:iXTIw73aPyC+oRdyqqvVJuloN1p0AC/kzH07hu3NE+k=
 sigs.k8s.io/json v0.0.0-20220713155537-f223a00ba0e2/go.mod h1:B8JuhiUyNFVKdsE8h686QcCxMaH6HrOAZj4vswFpcB0=
 sigs.k8s.io/structured-merge-diff/v4 v4.2.3 h1:PRbqxJClWWYMNV1dhaG4NsibJbArud9kFxnAMREiWFE=
diff --git a/modkit/http/logging.go b/modkit/http/logging.go
index 703c732..717d5da 100644
--- a/modkit/http/logging.go
+++ b/modkit/http/logging.go
@@ -1,7 +1,6 @@
 package http
 
 import (
-	"log/slog"
 	"net/http"
 	"time"
 
@@ -11,7 +10,7 @@ import (
 
 func RequestLogger(logger logging.Logger) func(http.Handler) http.Handler {
 	if logger == nil {
-		logger = logging.Nop()
+		logger = logging.NewNopLogger()
 	}
 	return func(next http.Handler) http.Handler {
 		return http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
@@ -21,10 +20,10 @@ func RequestLogger(logger logging.Logger) func(http.Handler) http.Handler {
 			duration := time.Since(start)
 
 			logger.Info("http request",
-				slog.String("method", r.Method),
-				slog.String("path", r.URL.Path),
-				slog.Int("status", ww.Status()),
-				slog.Duration("duration", duration),
+				"method", r.Method,
+				"path", r.URL.Path,
+				"status", ww.Status(),
+				"duration", duration,
 			)
 		})
 	}
diff --git a/modkit/http/logging_test.go b/modkit/http/logging_test.go
index f9eea54..2356048 100644
--- a/modkit/http/logging_test.go
+++ b/modkit/http/logging_test.go
@@ -1,7 +1,6 @@
 package http
 
 import (
-	"log/slog"
 	"net/http"
 	"net/http/httptest"
 	"testing"
@@ -11,10 +10,11 @@ import (
 
 type captureLogger struct{ messages []string }
 
-func (c *captureLogger) Debug(msg string, _ ...slog.Attr) { c.messages = append(c.messages, msg) }
-func (c *captureLogger) Info(msg string, _ ...slog.Attr)  { c.messages = append(c.messages, msg) }
-func (c *captureLogger) Error(msg string, _ ...slog.Attr) { c.messages = append(c.messages, msg) }
-func (c *captureLogger) With(...slog.Attr) logging.Logger { return c }
+func (c *captureLogger) Debug(msg string, _ ...any) { c.messages = append(c.messages, msg) }
+func (c *captureLogger) Info(msg string, _ ...any)  { c.messages = append(c.messages, msg) }
+func (c *captureLogger) Warn(msg string, _ ...any)  { c.messages = append(c.messages, msg) }
+func (c *captureLogger) Error(msg string, _ ...any) { c.messages = append(c.messages, msg) }
+func (c *captureLogger) With(...any) logging.Logger { return c }
 
 func TestRequestLogger_LogsRequests(t *testing.T) {
 	logger := &captureLogger{}
diff --git a/modkit/logging/logger.go b/modkit/logging/logger.go
index 4b3f5b8..64d9145 100644
--- a/modkit/logging/logger.go
+++ b/modkit/logging/logger.go
@@ -1,10 +1,9 @@
 package logging
 
-import "log/slog"
-
 type Logger interface {
-	Debug(msg string, attrs ...slog.Attr)
-	Info(msg string, attrs ...slog.Attr)
-	Error(msg string, attrs ...slog.Attr)
-	With(attrs ...slog.Attr) Logger
+	Debug(msg string, args ...any)
+	Info(msg string, args ...any)
+	Warn(msg string, args ...any)
+	Error(msg string, args ...any)
+	With(args ...any) Logger
 }
diff --git a/modkit/logging/logger_test.go b/modkit/logging/logger_test.go
index d428322..066b659 100644
--- a/modkit/logging/logger_test.go
+++ b/modkit/logging/logger_test.go
@@ -21,9 +21,9 @@ func (h *captureHandler) WithGroup(_ string) slog.Handler      { return h }
 func TestSlogAdapter_EmitsRecords(t *testing.T) {
 	ch := &captureHandler{}
 	base := slog.New(ch)
-	logger := NewSlog(base)
+	logger := NewSlogLogger(base)
 
-	logger.Info("hello", slog.String("k", "v"))
+	logger.Info("hello", "k", "v")
 
 	if len(ch.records) != 1 {
 		t.Fatalf("expected 1 record, got %d", len(ch.records))
@@ -31,4 +31,44 @@ func TestSlogAdapter_EmitsRecords(t *testing.T) {
 	if ch.records[0].Message != "hello" {
 		t.Fatalf("unexpected message: %s", ch.records[0].Message)
 	}
+
+	var gotValue slog.Value
+	ch.records[0].Attrs(func(attr slog.Attr) bool {
+		if attr.Key == "k" {
+			gotValue = attr.Value
+			return false
+		}
+		return true
+	})
+	if gotValue.Kind() == slog.KindAny && gotValue.Any() == nil {
+		t.Fatalf("expected attr k to be set")
+	}
+	if gotValue.String() != "v" {
+		t.Fatalf("unexpected attr value: %s", gotValue.String())
+	}
+}
+
+func TestSlogAdapter_WarnLevel(t *testing.T) {
+	ch := &captureHandler{}
+	base := slog.New(ch)
+	logger := NewSlogLogger(base)
+
+	logger.Warn("heads up")
+
+	if len(ch.records) != 1 {
+		t.Fatalf("expected 1 record, got %d", len(ch.records))
+	}
+	if ch.records[0].Level != slog.LevelWarn {
+		t.Fatalf("unexpected level: %s", ch.records[0].Level)
+	}
+}
+
+func TestNopLogger(t *testing.T) {
+	logger := NewNopLogger()
+
+	logger.Debug("debug")
+	logger.Info("info")
+	logger.Warn("warn")
+	logger.Error("error")
+	logger.With("key", "value").Info("with")
 }
diff --git a/modkit/logging/nop.go b/modkit/logging/nop.go
index 72e2a9f..1c439d4 100644
--- a/modkit/logging/nop.go
+++ b/modkit/logging/nop.go
@@ -1,14 +1,13 @@
 package logging
 
-import "log/slog"
-
 type nopLogger struct{}
 
-func Nop() Logger {
+func NewNopLogger() Logger {
 	return nopLogger{}
 }
 
-func (nopLogger) Debug(string, ...slog.Attr) {}
-func (nopLogger) Info(string, ...slog.Attr)  {}
-func (nopLogger) Error(string, ...slog.Attr) {}
-func (nopLogger) With(...slog.Attr) Logger   { return nopLogger{} }
+func (nopLogger) Debug(string, ...any) {}
+func (nopLogger) Info(string, ...any)  {}
+func (nopLogger) Warn(string, ...any)  {}
+func (nopLogger) Error(string, ...any) {}
+func (nopLogger) With(...any) Logger   { return nopLogger{} }
diff --git a/modkit/logging/slog.go b/modkit/logging/slog.go
index 0440192..efad825 100644
--- a/modkit/logging/slog.go
+++ b/modkit/logging/slog.go
@@ -6,36 +6,29 @@ type slogAdapter struct {
 	logger *slog.Logger
 }
 
-func NewSlog(logger *slog.Logger) Logger {
+func NewSlogLogger(logger *slog.Logger) Logger {
 	if logger == nil {
-		return Nop()
+		return NewNopLogger()
 	}
 	return slogAdapter{logger: logger}
 }
 
-func (s slogAdapter) Debug(msg string, attrs ...slog.Attr) {
-	s.logger.Debug(msg, attrsToAny(attrs)...)
+func (s slogAdapter) Debug(msg string, args ...any) {
+	s.logger.Debug(msg, args...)
 }
 
-func (s slogAdapter) Info(msg string, attrs ...slog.Attr) {
-	s.logger.Info(msg, attrsToAny(attrs)...)
+func (s slogAdapter) Info(msg string, args ...any) {
+	s.logger.Info(msg, args...)
 }
 
-func (s slogAdapter) Error(msg string, attrs ...slog.Attr) {
-	s.logger.Error(msg, attrsToAny(attrs)...)
+func (s slogAdapter) Warn(msg string, args ...any) {
+	s.logger.Warn(msg, args...)
 }
 
-func (s slogAdapter) With(attrs ...slog.Attr) Logger {
-	return slogAdapter{logger: s.logger.With(attrsToAny(attrs)...)}
+func (s slogAdapter) Error(msg string, args ...any) {
+	s.logger.Error(msg, args...)
 }
 
-func attrsToAny(attrs []slog.Attr) []any {
-	if len(attrs) == 0 {
-		return nil
-	}
-	converted := make([]any, len(attrs))
-	for i, attr := range attrs {
-		converted[i] = attr
-	}
-	return converted
+func (s slogAdapter) With(args ...any) Logger {
+	return slogAdapter{logger: s.logger.With(args...)}
 }