diff --git a/build.gradle b/build.gradle
index b96649a..6bf7b9d 100644
--- a/build.gradle
+++ b/build.gradle
@@ -35,8 +35,8 @@ dependencies {
     api "io.opentelemetry:opentelemetry-sdk-trace:${otelVersion}"
     api "io.opentelemetry:opentelemetry-sdk-logs:${otelVersion}"
     implementation "io.opentelemetry:opentelemetry-exporter-otlp:${otelVersion}"
-    implementation "io.opentelemetry:opentelemetry-semconv:1.25.0-alpha"
     implementation "io.opentelemetry:opentelemetry-exporter-logging:${otelVersion}"
+    implementation "io.opentelemetry:opentelemetry-semconv:1.25.0-alpha"
 
     // HTTP Client (Java 11+)
     implementation 'com.fasterxml.jackson.core:jackson-databind:' + jacksonVersion
diff --git a/src/main/java/dev/braintrust/trace/BraintrustLogExporter.java b/src/main/java/dev/braintrust/trace/BraintrustLogExporter.java
new file mode 100644
index 0000000..e6348ec
--- /dev/null
+++ b/src/main/java/dev/braintrust/trace/BraintrustLogExporter.java
@@ -0,0 +1,123 @@
+package dev.braintrust.trace;
+
+import dev.braintrust.config.BraintrustConfig;
+import dev.braintrust.log.BraintrustLogger;
+import io.opentelemetry.exporter.otlp.http.logs.OtlpHttpLogRecordExporter;
+import io.opentelemetry.sdk.common.CompletableResultCode;
+import io.opentelemetry.sdk.logs.data.LogRecordData;
+import io.opentelemetry.sdk.logs.export.LogRecordExporter;
+
+import java.util.Collection;
+import java.util.List;
+import java.util.Map;
+import java.util.concurrent.ConcurrentHashMap;
+import java.util.stream.Collectors;
+
+/**
+ * Custom log exporter for Braintrust that adds the x-bt-parent header dynamically based on log
+ * attributes.
+ */
+public class BraintrustLogExporter implements LogRecordExporter {
+
+    private final BraintrustConfig config;
+    private final String logsEndpoint;
+    private final Map<String, OtlpHttpLogRecordExporter> exporterCache = new ConcurrentHashMap<>();
+
+    public BraintrustLogExporter(BraintrustConfig config) {
+        this.config = config;
+        this.logsEndpoint = config.apiUrl() + config.logsPath();
+    }
+
+    @Override
+    public CompletableResultCode export(Collection<LogRecordData> logs) {
+        if (logs.isEmpty()) {
+            return CompletableResultCode.ofSuccess();
+        }
+
+        // Group logs by their parent (project or experiment)
+        var logsByParent = logs.stream().collect(Collectors.groupingBy(this::getParentFromLog));
+
+        // Export each group with the appropriate x-bt-parent header
+        var results =
+                logsByParent.entrySet().stream()
+                        .map(entry -> exportWithParent(entry.getKey(), entry.getValue()))
+                        .toList();
+
+        // Combine all results
+        var combined = CompletableResultCode.ofAll(results);
+
+        return combined;
+    }
+
+    private String getParentFromLog(LogRecordData log) {
+        // Check for the braintrust.parent attribute
+        var parent = log.getAttributes().get(BraintrustSpanProcessor.PARENT);
+        if (parent != null) {
+            return parent;
+        }
+
+        // Check legacy attributes for backward compatibility
+        var experimentId = log.getAttributes().get(BraintrustSpanProcessor.PARENT_EXPERIMENT_ID);
+        if (experimentId != null) {
+            return "experiment_id:" + experimentId;
+        }
+
+        var projectId = log.getAttributes().get(BraintrustSpanProcessor.PARENT_PROJECT_ID);
+        if (projectId != null) {
+            return "project_id:" + projectId;
+        }
+
+        // Use default project ID if configured
+        return config.defaultProjectId().map(id -> "project_id:" + id).orElse("");
+    }
+
+    private CompletableResultCode exportWithParent(String parent, List<LogRecordData> logs) {
+        try {
+            // Get or create exporter for this parent
+            var exporter =
+                    // FIXME: This will grow unbounded
+                    exporterCache.computeIfAbsent(
+                            parent,
+                            p -> {
+                                var exporterBuilder =
+                                        OtlpHttpLogRecordExporter.builder()
+                                                .setEndpoint(logsEndpoint)
+                                                .addHeader(
+                                                        "Authorization",
+                                                        "Bearer " + config.apiKey())
+                                                .setTimeout(config.requestTimeout());
+
+                                // Add x-bt-parent header if we have a parent
+                                if (!p.isEmpty()) {
+                                    exporterBuilder.addHeader("x-bt-parent", p);
+                                    BraintrustLogger.debug(
+                                            "Created log exporter with x-bt-parent: {}", p);
+                                }
+
+                                return exporterBuilder.build();
+                            });
+
+            BraintrustLogger.debug("Exporting {} logs with x-bt-parent: {}", logs.size(), parent);
+            // Export the logs
+            return exporter.export(logs);
+        } catch (Exception e) {
+            BraintrustLogger.error("Failed to export logs", e);
+            return CompletableResultCode.ofFailure();
+        }
+    }
+
+    @Override
+    public CompletableResultCode flush() {
+        // Flush all cached exporters
+        var results = exporterCache.values().stream().map(OtlpHttpLogRecordExporter::flush).toList();
+        return CompletableResultCode.ofAll(results);
+    }
+
+    @Override
+    public CompletableResultCode shutdown() {
+        // Shutdown all cached exporters
+        var results = exporterCache.values().stream().map(OtlpHttpLogRecordExporter::shutdown).toList();
+        exporterCache.clear();
+        return CompletableResultCode.ofAll(results);
+    }
+}
diff --git a/src/main/java/dev/braintrust/trace/BraintrustSpanExporter.java b/src/main/java/dev/braintrust/trace/BraintrustSpanExporter.java
index 3fe79d3..869caa0 100644
--- a/src/main/java/dev/braintrust/trace/BraintrustSpanExporter.java
+++ b/src/main/java/dev/braintrust/trace/BraintrustSpanExporter.java
@@ -75,6 +75,7 @@ private CompletableResultCode exportWithParent(String parent, List<SpanData> spa
         try {
             // Get or create exporter for this parent
             var exporter =
+                    // FIXME: This will grow unbounded
                     exporterCache.computeIfAbsent(
                             parent,
                             p -> {
diff --git a/src/main/java/dev/braintrust/trace/BraintrustTracing.java b/src/main/java/dev/braintrust/trace/BraintrustTracing.java
index df54415..67d3456 100644
--- a/src/main/java/dev/braintrust/trace/BraintrustTracing.java
+++ b/src/main/java/dev/braintrust/trace/BraintrustTracing.java
@@ -150,9 +150,7 @@ public OpenTelemetry build() {
                             .addSpanProcessor(spanProcessor)
                             .build();
 
-            var logExporter = OtlpHttpLogRecordExporter.builder()
-                    .setEndpoint(config.apiUrl() + config.logsPath())
-                    .build();
+            var logExporter = new BraintrustLogExporter(config);
             var loggerProvider = SdkLoggerProvider.builder()
                     .addLogRecordProcessor(BatchLogRecordProcessor.builder(logExporter).build())
                     .build();