diff --git a/internal/internal_event_handlers.go b/internal/internal_event_handlers.go
index 3bb3f0589..e72286f28 100644
--- a/internal/internal_event_handlers.go
+++ b/internal/internal_event_handlers.go
@@ -239,7 +239,8 @@ func newWorkflowExecutionEventHandler(
 		mutableSideEffectCallCounter: make(map[string]int),
 		sdkFlags:                     newSDKFlags(capabilities),
 	}
-	context.logger = ilog.NewReplayLogger(
+	// Attempt to skip 1 log level to remove the ReplayLogger from the stack.
+	context.logger = log.Skip(ilog.NewReplayLogger(
 		log.With(logger,
 			tagWorkflowType, workflowInfo.WorkflowType.Name,
 			tagWorkflowID, workflowInfo.WorkflowExecution.ID,
@@ -247,7 +248,7 @@ func newWorkflowExecutionEventHandler(
 			tagAttempt, workflowInfo.Attempt,
 		),
 		&context.isReplay,
-		&context.enableLoggingInReplay)
+		&context.enableLoggingInReplay), 1)
 
 	if metricsHandler != nil {
 		context.metricsHandler = metrics.NewReplayAwareHandler(&context.isReplay, metricsHandler).
diff --git a/internal/log/replay_logger.go b/internal/log/replay_logger.go
index 71556cd36..16b8e1b25 100644
--- a/internal/log/replay_logger.go
+++ b/internal/log/replay_logger.go
@@ -80,3 +80,11 @@ func (l *ReplayLogger) Error(msg string, keyvals ...interface{}) {
 func (l *ReplayLogger) With(keyvals ...interface{}) log.Logger {
 	return NewReplayLogger(log.With(l.logger, keyvals...), l.isReplay, l.enableLoggingInReplay)
 }
+
+// AddCallerSkip increases the caller skip depth if the underlying logger supports it.
+func (l *ReplayLogger) AddCallerSkip(depth int) log.Logger {
+	if sl, ok := l.logger.(log.WithSkipCallers); ok {
+		return NewReplayLogger(sl.AddCallerSkip(depth), l.isReplay, l.enableLoggingInReplay)
+	}
+	return l
+}
diff --git a/log/logger.go b/log/logger.go
index dc9d400e5..77586b4df 100644
--- a/log/logger.go
+++ b/log/logger.go
@@ -32,4 +32,10 @@ type (
 		Warn(msg string, keyvals ...interface{})
 		Error(msg string, keyvals ...interface{})
 	}
+
+	// WithSkipCallers is an optional interface that a Logger can implement that
+	// indicate the number of stack frames to skip.
+	WithSkipCallers interface {
+		AddCallerSkip(int) Logger
+	}
 )
diff --git a/log/slog.go b/log/slog.go
new file mode 100644
index 000000000..d1791dbe2
--- /dev/null
+++ b/log/slog.go
@@ -0,0 +1,94 @@
+// The MIT License
+//
+// Copyright (c) 2020 Temporal Technologies Inc.  All rights reserved.
+//
+// Copyright (c) 2020 Uber Technologies, Inc.
+//
+// Permission is hereby granted, free of charge, to any person obtaining a copy
+// of this software and associated documentation files (the "Software"), to deal
+// in the Software without restriction, including without limitation the rights
+// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+// copies of the Software, and to permit persons to whom the Software is
+// furnished to do so, subject to the following conditions:
+//
+// The above copyright notice and this permission notice shall be included in
+// all copies or substantial portions of the Software.
+//
+// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
+// THE SOFTWARE.
+
+//go:build go1.21
+
+package log
+
+import (
+	"context"
+	"log/slog"
+	"runtime"
+	"time"
+)
+
+type slogLogger struct {
+	logger *slog.Logger
+	depth  int
+}
+
+// NewStructuredLogger creates an adapter around the given logger to be passed to Temporal.
+func NewStructuredLogger(logger *slog.Logger) Logger {
+	return &slogLogger{
+		logger: logger,
+		depth:  3,
+	}
+}
+
+func (s *slogLogger) Debug(msg string, keyvals ...interface{}) {
+	s.log(context.Background(), slog.LevelDebug, msg, keyvals...)
+}
+
+func (s *slogLogger) Info(msg string, keyvals ...interface{}) {
+	s.log(context.Background(), slog.LevelInfo, msg, keyvals...)
+}
+
+func (s *slogLogger) Warn(msg string, keyvals ...interface{}) {
+	s.log(context.Background(), slog.LevelWarn, msg, keyvals...)
+}
+
+func (s *slogLogger) Error(msg string, keyvals ...interface{}) {
+	s.log(context.Background(), slog.LevelError, msg, keyvals...)
+}
+
+func (s *slogLogger) log(ctx context.Context, level slog.Level, msg string, args ...any) {
+	if !s.logger.Enabled(ctx, level) {
+		return
+	}
+
+	var pcs [1]uintptr
+	runtime.Callers(s.depth, pcs[:])
+
+	record := slog.NewRecord(time.Now(), level, msg, pcs[0])
+	record.Add(args...)
+
+	if ctx == nil {
+		ctx = context.Background()
+	}
+	_ = s.logger.Handler().Handle(ctx, record)
+}
+
+func (s *slogLogger) With(keyvals ...interface{}) Logger {
+	return &slogLogger{
+		logger: s.logger.With(keyvals...),
+		depth:  s.depth,
+	}
+}
+
+func (s *slogLogger) AddCallerSkip(depth int) Logger {
+	return &slogLogger{
+		logger: s.logger,
+		depth:  s.depth + depth,
+	}
+}
diff --git a/log/slog_test.go b/log/slog_test.go
new file mode 100644
index 000000000..225227a2e
--- /dev/null
+++ b/log/slog_test.go
@@ -0,0 +1,31 @@
+// The MIT License
+//
+// Copyright (c) 2020 Temporal Technologies Inc.  All rights reserved.
+//
+// Copyright (c) 2020 Uber Technologies, Inc.
+//
+// Permission is hereby granted, free of charge, to any person obtaining a copy
+// of this software and associated documentation files (the "Software"), to deal
+// in the Software without restriction, including without limitation the rights
+// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+// copies of the Software, and to permit persons to whom the Software is
+// furnished to do so, subject to the following conditions:
+//
+// The above copyright notice and this permission notice shall be included in
+// all copies or substantial portions of the Software.
+//
+// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
+// THE SOFTWARE.
+
+//go:build go1.21
+
+package log
+
+import "testing"
+
+func TestSlogAddapter(t *testing.T) {}
diff --git a/log/with_logger.go b/log/with_logger.go
index 03e592953..be82bd796 100644
--- a/log/with_logger.go
+++ b/log/with_logger.go
@@ -39,6 +39,15 @@ func With(logger Logger, keyvals ...interface{}) Logger {
 	return newWithLogger(logger, keyvals...)
 }
 
+// Skip creates a child Logger that increase increases its' caller skip depth if it
+// implements [WithSkipCallers]. Otherwise returns the original logger.
+func Skip(logger Logger, depth int) Logger {
+	if sl, ok := logger.(WithSkipCallers); ok {
+		return sl.AddCallerSkip(depth)
+	}
+	return logger
+}
+
 type withLogger struct {
 	logger  Logger
 	keyvals []interface{}
@@ -71,3 +80,11 @@ func (l *withLogger) Warn(msg string, keyvals ...interface{}) {
 func (l *withLogger) Error(msg string, keyvals ...interface{}) {
 	l.logger.Error(msg, l.prependKeyvals(keyvals)...)
 }
+
+// AddCallerSkip increases the caller skip depth if the underlying logger supports it.
+func (l *withLogger) AddCallerSkip(depth int) Logger {
+	if sl, ok := l.logger.(WithSkipCallers); ok {
+		return newWithLogger(sl.AddCallerSkip(depth), l.keyvals)
+	}
+	return l
+}