diff --git a/src/core/client_channel/retry_filter_legacy_call_data.cc b/src/core/client_channel/retry_filter_legacy_call_data.cc
index 303b40a3040..15a07e1c640 100644
--- a/src/core/client_channel/retry_filter_legacy_call_data.cc
+++ b/src/core/client_channel/retry_filter_legacy_call_data.cc
@@ -167,10 +167,9 @@ RetryFilter::LegacyCallData::CallAttempt::CallAttempt(
 }
 
 RetryFilter::LegacyCallData::CallAttempt::~CallAttempt() {
-  if (GRPC_TRACE_FLAG_ENABLED(retry)) {
-    LOG(INFO) << "chand=" << calld_->chand_ << " calld=" << calld_
-              << " attempt=" << this << ": destroying call attempt";
-  }
+  GRPC_TRACE_LOG(retry, INFO)
+      << "chand=" << calld_->chand_ << " calld=" << calld_
+      << " attempt=" << this << ": destroying call attempt";
 }
 
 void RetryFilter::LegacyCallData::CallAttempt::
@@ -520,10 +519,9 @@ void RetryFilter::LegacyCallData::CallAttempt::AddRetriableBatches(
 }
 
 void RetryFilter::LegacyCallData::CallAttempt::StartRetriableBatches() {
-  if (GRPC_TRACE_FLAG_ENABLED(retry)) {
-    LOG(INFO) << "chand=" << calld_->chand_ << " calld=" << calld_
-              << " attempt=" << this << ": constructing retriable batches";
-  }
+  GRPC_TRACE_LOG(retry, INFO)
+      << "chand=" << calld_->chand_ << " calld=" << calld_
+      << " attempt=" << this << ": constructing retriable batches";
   // Construct list of closures to execute, one for each pending batch.
   CallCombinerClosureList closures;
   AddRetriableBatches(&closures);
@@ -556,10 +554,9 @@ bool RetryFilter::LegacyCallData::CallAttempt::ShouldRetry(
       if (calld_->retry_throttle_data_ != nullptr) {
         calld_->retry_throttle_data_->RecordSuccess();
       }
-      if (GRPC_TRACE_FLAG_ENABLED(retry)) {
-        LOG(INFO) << "chand=" << calld_->chand_ << " calld=" << calld_
-                  << " attempt=" << this << ": call succeeded";
-      }
+      GRPC_TRACE_LOG(retry, INFO)
+          << "chand=" << calld_->chand_ << " calld=" << calld_
+          << " attempt=" << this << ": call succeeded";
       return false;
     }
     // Status is not OK.  Check whether the status is retryable.
@@ -582,18 +579,16 @@ bool RetryFilter::LegacyCallData::CallAttempt::ShouldRetry(
   // checks, so that we don't fail to record failures due to other factors.
   if (calld_->retry_throttle_data_ != nullptr &&
       !calld_->retry_throttle_data_->RecordFailure()) {
-    if (GRPC_TRACE_FLAG_ENABLED(retry)) {
-      LOG(INFO) << "chand=" << calld_->chand_ << " calld=" << calld_
-                << " attempt=" << this << ": retries throttled";
-    }
+    GRPC_TRACE_LOG(retry, INFO)
+        << "chand=" << calld_->chand_ << " calld=" << calld_
+        << " attempt=" << this << ": retries throttled";
     return false;
   }
   // Check whether the call is committed.
   if (calld_->retry_committed_) {
-    if (GRPC_TRACE_FLAG_ENABLED(retry)) {
-      LOG(INFO) << "chand=" << calld_->chand_ << " calld=" << calld_
-                << " attempt=" << this << ": retries already committed";
-    }
+    GRPC_TRACE_LOG(retry, INFO)
+        << "chand=" << calld_->chand_ << " calld=" << calld_
+        << " attempt=" << this << ": retries already committed";
     return false;
   }
   // Check whether we have retries remaining.
@@ -1295,10 +1290,9 @@ void RetryFilter::LegacyCallData::CallAttempt::BatchData::OnComplete(
   // recv_trailing_metadata comes back.
   if (GPR_UNLIKELY(!calld->retry_committed_ && !error.ok() &&
                    !call_attempt->completed_recv_trailing_metadata_)) {
-    if (GRPC_TRACE_FLAG_ENABLED(retry)) {
-      LOG(INFO) << "chand=" << calld->chand_ << " calld=" << calld
-                << " attempt=" << call_attempt << ": deferring on_complete";
-    }
+    GRPC_TRACE_LOG(retry, INFO)
+        << "chand=" << calld->chand_ << " calld=" << calld
+        << " attempt=" << call_attempt << ": deferring on_complete";
     call_attempt->on_complete_deferred_batches_.emplace_back(
         std::move(batch_data), error);
     CallCombinerClosureList closures;
@@ -1479,10 +1473,8 @@ grpc_error_handle RetryFilter::LegacyCallData::Init(
     grpc_call_element* elem, const grpc_call_element_args* args) {
   auto* chand = static_cast<RetryFilter*>(elem->channel_data);
   new (elem->call_data) RetryFilter::LegacyCallData(chand, *args);
-  if (GRPC_TRACE_FLAG_ENABLED(retry)) {
-    LOG(INFO) << "chand=" << chand << " calld=" << elem->call_data
-              << ": created call";
-  }
+  GRPC_TRACE_LOG(retry, INFO)
+      << "chand=" << chand << " calld=" << elem->call_data << ": created call";
   return absl::OkStatus();
 }
 
@@ -1608,10 +1600,8 @@ void RetryFilter::LegacyCallData::StartTransportStreamOpBatch(
     }
     // Cancel retry timer if needed.
     if (retry_timer_handle_.has_value()) {
-      if (GRPC_TRACE_FLAG_ENABLED(retry)) {
-        LOG(INFO) << "chand=" << chand_ << " calld=" << this
-                  << ": cancelling retry timer";
-      }
+      GRPC_TRACE_LOG(retry, INFO) << "chand=" << chand_ << " calld=" << this
+                                  << ": cancelling retry timer";
       if (chand_->event_engine()->Cancel(*retry_timer_handle_)) {
         GRPC_CALL_STACK_UNREF(owning_call_, "OnRetryTimer");
       }
@@ -1672,19 +1662,16 @@ void RetryFilter::LegacyCallData::StartTransportStreamOpBatch(
     // Otherwise, create a call attempt.
     // The attempt will automatically start any necessary replays or
     // pending batches.
-    if (GRPC_TRACE_FLAG_ENABLED(retry)) {
-      LOG(INFO) << "chand=" << chand_ << " calld=" << this
-                << ": creating call attempt";
-    }
+    GRPC_TRACE_LOG(retry, INFO)
+        << "chand=" << chand_ << " calld=" << this << ": creating call attempt";
     retry_codepath_started_ = true;
     CreateCallAttempt(/*is_transparent_retry=*/false);
     return;
   }
   // Send batches to call attempt.
-  if (GRPC_TRACE_FLAG_ENABLED(retry)) {
-    LOG(INFO) << "chand=" << chand_ << " calld=" << this
-              << ": starting batch on attempt=" << call_attempt_.get();
-  }
+  GRPC_TRACE_LOG(retry, INFO)
+      << "chand=" << chand_ << " calld=" << this
+      << ": starting batch on attempt=" << call_attempt_.get();
   call_attempt_->StartRetriableBatches();
 }
 
@@ -1739,28 +1726,22 @@ void RetryFilter::LegacyCallData::MaybeCacheSendOpsForBatch(
 }
 
 void RetryFilter::LegacyCallData::FreeCachedSendInitialMetadata() {
-  if (GRPC_TRACE_FLAG_ENABLED(retry)) {
-    LOG(INFO) << "chand=" << chand_ << " calld=" << this
-              << ": destroying send_initial_metadata";
-  }
+  GRPC_TRACE_LOG(retry, INFO) << "chand=" << chand_ << " calld=" << this
+                              << ": destroying send_initial_metadata";
   send_initial_metadata_.Clear();
 }
 
 void RetryFilter::LegacyCallData::FreeCachedSendMessage(size_t idx) {
   if (send_messages_[idx].slices != nullptr) {
-    if (GRPC_TRACE_FLAG_ENABLED(retry)) {
-      LOG(INFO) << "chand=" << chand_ << " calld=" << this
-                << ": destroying send_messages[" << idx << "]";
-    }
+    GRPC_TRACE_LOG(retry, INFO) << "chand=" << chand_ << " calld=" << this
+                                << ": destroying send_messages[" << idx << "]";
     Destruct(std::exchange(send_messages_[idx].slices, nullptr));
   }
 }
 
 void RetryFilter::LegacyCallData::FreeCachedSendTrailingMetadata() {
-  if (GRPC_TRACE_FLAG_ENABLED(retry)) {
-    LOG(INFO) << "chand=" << chand_ << " calld=" << this
-              << ": destroying send_trailing_metadata";
-  }
+  GRPC_TRACE_LOG(retry, INFO) << "chand=" << chand_ << " calld=" << this
+                              << ": destroying send_trailing_metadata";
   send_trailing_metadata_.Clear();
 }
 
@@ -1796,10 +1777,8 @@ RetryFilter::LegacyCallData::PendingBatch*
 RetryFilter::LegacyCallData::PendingBatchesAdd(
     grpc_transport_stream_op_batch* batch) {
   const size_t idx = GetBatchIndex(batch);
-  if (GRPC_TRACE_FLAG_ENABLED(retry)) {
-    LOG(INFO) << "chand=" << chand_ << " calld=" << this
-              << ": adding pending batch at index " << idx;
-  }
+  GRPC_TRACE_LOG(retry, INFO) << "chand=" << chand_ << " calld=" << this
+                              << ": adding pending batch at index " << idx;
   PendingBatch* pending = &pending_batches_[idx];
   CHECK_EQ(pending->batch, nullptr);
   pending->batch = batch;
@@ -1826,10 +1805,8 @@ RetryFilter::LegacyCallData::PendingBatchesAdd(
   // ops have already been sent, and we commit to that attempt.
   if (GPR_UNLIKELY(bytes_buffered_for_retry_ >
                    chand_->per_rpc_retry_buffer_size())) {
-    if (GRPC_TRACE_FLAG_ENABLED(retry)) {
-      LOG(INFO) << "chand=" << chand_ << " calld=" << this
-                << ": exceeded retry buffer size, committing";
-    }
+    GRPC_TRACE_LOG(retry, INFO) << "chand=" << chand_ << " calld=" << this
+                                << ": exceeded retry buffer size, committing";
     RetryCommit(call_attempt_.get());
   }
   return pending;
@@ -1862,10 +1839,8 @@ void RetryFilter::LegacyCallData::MaybeClearPendingBatch(
       (!batch->recv_trailing_metadata ||
        batch->payload->recv_trailing_metadata.recv_trailing_metadata_ready ==
            nullptr)) {
-    if (GRPC_TRACE_FLAG_ENABLED(retry)) {
-      LOG(INFO) << "chand=" << chand_ << " calld=" << this
-                << ": clearing pending batch";
-    }
+    GRPC_TRACE_LOG(retry, INFO) << "chand=" << chand_ << " calld=" << this
+                                << ": clearing pending batch";
     PendingBatchClear(pending);
   }
 }
@@ -1918,10 +1893,9 @@ RetryFilter::LegacyCallData::PendingBatchFind(const char* log_message,
     PendingBatch* pending = &pending_batches_[i];
     grpc_transport_stream_op_batch* batch = pending->batch;
     if (batch != nullptr && predicate(batch)) {
-      if (GRPC_TRACE_FLAG_ENABLED(retry)) {
-        LOG(INFO) << "chand=" << chand_ << " calld=" << this << ": "
-                  << log_message << " pending batch at index " << i;
-      }
+      GRPC_TRACE_LOG(retry, INFO)
+          << "chand=" << chand_ << " calld=" << this << ": " << log_message
+          << " pending batch at index " << i;
       return pending;
     }
   }
@@ -1935,10 +1909,8 @@ RetryFilter::LegacyCallData::PendingBatchFind(const char* log_message,
 void RetryFilter::LegacyCallData::RetryCommit(CallAttempt* call_attempt) {
   if (retry_committed_) return;
   retry_committed_ = true;
-  if (GRPC_TRACE_FLAG_ENABLED(retry)) {
-    LOG(INFO) << "chand=" << chand_ << " calld=" << this
-              << ": committing retries";
-  }
+  GRPC_TRACE_LOG(retry, INFO)
+      << "chand=" << chand_ << " calld=" << this << ": committing retries";
   if (call_attempt != nullptr) {
     // If the call attempt's LB call has been committed, invoke the
     // call's on_commit callback.
@@ -2003,10 +1975,8 @@ void RetryFilter::LegacyCallData::OnRetryTimerLocked(
 
 void RetryFilter::LegacyCallData::AddClosureToStartTransparentRetry(
     CallCombinerClosureList* closures) {
-  if (GRPC_TRACE_FLAG_ENABLED(retry)) {
-    LOG(INFO) << "chand=" << chand_ << " calld=" << this
-              << ": scheduling transparent retry";
-  }
+  GRPC_TRACE_LOG(retry, INFO) << "chand=" << chand_ << " calld=" << this
+                              << ": scheduling transparent retry";
   GRPC_CALL_STACK_REF(owning_call_, "OnRetryTimer");
   GRPC_CLOSURE_INIT(&retry_closure_, StartTransparentRetry, this, nullptr);
   closures->Add(&retry_closure_, absl::OkStatus(), "start transparent retry");
diff --git a/src/core/client_channel/subchannel.cc b/src/core/client_channel/subchannel.cc
index cee164a64ae..4bef59df696 100644
--- a/src/core/client_channel/subchannel.cc
+++ b/src/core/client_channel/subchannel.cc
@@ -602,10 +602,9 @@ void Subchannel::ThrottleKeepaliveTime(int new_keepalive_time) {
   // Only update the value if the new keepalive time is larger.
   if (new_keepalive_time > keepalive_time_) {
     keepalive_time_ = new_keepalive_time;
-    if (GRPC_TRACE_FLAG_ENABLED(subchannel)) {
-      LOG(INFO) << "subchannel " << this << " " << key_.ToString()
-                << ": throttling keepalive time to " << new_keepalive_time;
-    }
+    GRPC_TRACE_LOG(subchannel, INFO)
+        << "subchannel " << this << " " << key_.ToString()
+        << ": throttling keepalive time to " << new_keepalive_time;
     args_ = args_.Set(GRPC_ARG_KEEPALIVE_TIME_MS, new_keepalive_time);
   }
 }
@@ -758,10 +757,9 @@ void Subchannel::OnRetryTimer() {
 
 void Subchannel::OnRetryTimerLocked() {
   if (shutdown_) return;
-  if (GRPC_TRACE_FLAG_ENABLED(subchannel)) {
-    LOG(INFO) << "subchannel " << this << " " << key_.ToString()
-              << ": backoff delay elapsed, reporting IDLE";
-  }
+  GRPC_TRACE_LOG(subchannel, INFO)
+      << "subchannel " << this << " " << key_.ToString()
+      << ": backoff delay elapsed, reporting IDLE";
   SetConnectivityStateLocked(GRPC_CHANNEL_IDLE, absl::OkStatus());
 }
 
diff --git a/src/core/ext/filters/backend_metrics/backend_metric_filter.cc b/src/core/ext/filters/backend_metrics/backend_metric_filter.cc
index 24ac03bc38d..54b90df875c 100644
--- a/src/core/ext/filters/backend_metrics/backend_metric_filter.cc
+++ b/src/core/ext/filters/backend_metrics/backend_metric_filter.cc
@@ -135,10 +135,9 @@ void BackendMetricFilter::Call::OnServerTrailingMetadata(ServerMetadata& md) {
   }
   absl::optional<std::string> serialized = MaybeSerializeBackendMetrics(ctx);
   if (serialized.has_value() && !serialized->empty()) {
-    if (GRPC_TRACE_FLAG_ENABLED(backend_metric_filter)) {
-      LOG(INFO) << "[" << this
-                << "] Backend metrics serialized. size: " << serialized->size();
-    }
+    GRPC_TRACE_LOG(backend_metric_filter, INFO)
+        << "[" << this
+        << "] Backend metrics serialized. size: " << serialized->size();
     md.Set(EndpointLoadMetricsBinMetadata(),
            Slice::FromCopiedString(std::move(*serialized)));
   } else if (GRPC_TRACE_FLAG_ENABLED(backend_metric_filter)) {
diff --git a/src/core/ext/filters/fault_injection/fault_injection_filter.cc b/src/core/ext/filters/fault_injection/fault_injection_filter.cc
index b4bf623bbb1..6576c6df96d 100644
--- a/src/core/ext/filters/fault_injection/fault_injection_filter.cc
+++ b/src/core/ext/filters/fault_injection/fault_injection_filter.cc
@@ -150,10 +150,9 @@ FaultInjectionFilter::FaultInjectionFilter(ChannelFilter::Args filter_args)
 ArenaPromise<absl::Status> FaultInjectionFilter::Call::OnClientInitialMetadata(
     ClientMetadata& md, FaultInjectionFilter* filter) {
   auto decision = filter->MakeInjectionDecision(md);
-  if (GRPC_TRACE_FLAG_ENABLED(fault_injection_filter)) {
-    LOG(INFO) << "chand=" << this << ": Fault injection triggered "
-              << decision.ToString();
-  }
+  GRPC_TRACE_LOG(fault_injection_filter, INFO)
+      << "chand=" << this << ": Fault injection triggered "
+      << decision.ToString();
   auto delay = decision.DelayUntil();
   return TrySeq(Sleep(delay), [decision = std::move(decision)]() {
     return decision.MaybeAbort();
diff --git a/src/core/ext/filters/http/message_compress/compression_filter.cc b/src/core/ext/filters/http/message_compress/compression_filter.cc
index 33491f1e6c4..47126c835b4 100644
--- a/src/core/ext/filters/http/message_compress/compression_filter.cc
+++ b/src/core/ext/filters/http/message_compress/compression_filter.cc
@@ -111,10 +111,9 @@ ChannelCompression::ChannelCompression(const ChannelArgs& args)
 
 MessageHandle ChannelCompression::CompressMessage(
     MessageHandle message, grpc_compression_algorithm algorithm) const {
-  if (GRPC_TRACE_FLAG_ENABLED(compression)) {
-    LOG(INFO) << "CompressMessage: len=" << message->payload()->Length()
-              << " alg=" << algorithm << " flags=" << message->flags();
-  }
+  GRPC_TRACE_LOG(compression, INFO)
+      << "CompressMessage: len=" << message->payload()->Length()
+      << " alg=" << algorithm << " flags=" << message->flags();
   auto* call_tracer = MaybeGetContext<CallTracerInterface>();
   if (call_tracer != nullptr) {
     call_tracer->RecordSendMessage(*message->payload());
diff --git a/src/core/ext/filters/http/server/http_server_filter.cc b/src/core/ext/filters/http/server/http_server_filter.cc
index 5cfe96f7170..fa6a38ddcc0 100644
--- a/src/core/ext/filters/http/server/http_server_filter.cc
+++ b/src/core/ext/filters/http/server/http_server_filter.cc
@@ -139,10 +139,8 @@ ServerMetadataHandle HttpServerFilter::Call::OnClientInitialMetadata(
 }
 
 void HttpServerFilter::Call::OnServerInitialMetadata(ServerMetadata& md) {
-  if (GRPC_TRACE_FLAG_ENABLED(call)) {
-    LOG(INFO) << GetContext<Activity>()->DebugTag()
-              << "[http-server] Write metadata";
-  }
+  GRPC_TRACE_LOG(call, INFO)
+      << GetContext<Activity>()->DebugTag() << "[http-server] Write metadata";
   FilterOutgoingMetadata(&md);
   md.Set(HttpStatusMetadata(), 200);
   md.Set(ContentTypeMetadata(), ContentTypeMetadata::kApplicationGrpc);
diff --git a/src/core/ext/transport/chaotic_good/chaotic_good_transport.h b/src/core/ext/transport/chaotic_good/chaotic_good_transport.h
index 71a4aa45869..903b8024a6f 100644
--- a/src/core/ext/transport/chaotic_good/chaotic_good_transport.h
+++ b/src/core/ext/transport/chaotic_good/chaotic_good_transport.h
@@ -125,10 +125,9 @@ class ChaoticGoodTransport : public RefCounted<ChaoticGoodTransport> {
                                 FrameLimits limits) {
     auto s = frame.Deserialize(&parser_, header, bitgen_, arena,
                                std::move(buffers), limits);
-    if (GRPC_TRACE_FLAG_ENABLED(chaotic_good)) {
-      LOG(INFO) << "CHAOTIC_GOOD: DeserializeFrame "
-                << (s.ok() ? frame.ToString() : s.ToString());
-    }
+    GRPC_TRACE_LOG(chaotic_good, INFO)
+        << "CHAOTIC_GOOD: DeserializeFrame "
+        << (s.ok() ? frame.ToString() : s.ToString());
     return s;
   }
 
diff --git a/src/core/ext/transport/chaotic_good/client_transport.cc b/src/core/ext/transport/chaotic_good/client_transport.cc
index 4c932a35b40..1164ce71c3b 100644
--- a/src/core/ext/transport/chaotic_good/client_transport.cc
+++ b/src/core/ext/transport/chaotic_good/client_transport.cc
@@ -280,10 +280,8 @@ auto ChaoticGoodClientTransport::CallOutboundLoop(uint32_t stream_id,
       // Wait for initial metadata then send it out.
       call_handler.PullClientInitialMetadata(),
       [send_fragment](ClientMetadataHandle md) mutable {
-        if (GRPC_TRACE_FLAG_ENABLED(chaotic_good)) {
-          LOG(INFO) << "CHAOTIC_GOOD: Sending initial metadata: "
-                    << md->DebugString();
-        }
+        GRPC_TRACE_LOG(chaotic_good, INFO)
+            << "CHAOTIC_GOOD: Sending initial metadata: " << md->DebugString();
         ClientFragmentFrame frame;
         frame.headers = std::move(md);
         return send_fragment(std::move(frame));
diff --git a/src/core/ext/transport/chaotic_good/server_transport.cc b/src/core/ext/transport/chaotic_good/server_transport.cc
index 619c0b50fe6..3e83d5a4c0e 100644
--- a/src/core/ext/transport/chaotic_good/server_transport.cc
+++ b/src/core/ext/transport/chaotic_good/server_transport.cc
@@ -75,10 +75,8 @@ auto ChaoticGoodServerTransport::PushFragmentIntoCall(
     CallInitiator call_initiator, ClientFragmentFrame frame,
     uint32_t stream_id) {
   DCHECK(frame.headers == nullptr);
-  if (GRPC_TRACE_FLAG_ENABLED(chaotic_good)) {
-    LOG(INFO) << "CHAOTIC_GOOD: PushFragmentIntoCall: frame="
-              << frame.ToString();
-  }
+  GRPC_TRACE_LOG(chaotic_good, INFO)
+      << "CHAOTIC_GOOD: PushFragmentIntoCall: frame=" << frame.ToString();
   return Seq(If(
                  frame.message.has_value(),
                  [&call_initiator, &frame]() mutable {
@@ -185,10 +183,9 @@ auto ChaoticGoodServerTransport::SendCallInitialMetadataAndBody(
       call_initiator.PullServerInitialMetadata(),
       [stream_id, outgoing_frames, call_initiator,
        this](absl::optional<ServerMetadataHandle> md) mutable {
-        if (GRPC_TRACE_FLAG_ENABLED(chaotic_good)) {
-          LOG(INFO) << "CHAOTIC_GOOD: SendCallInitialMetadataAndBody: md="
-                    << (md.has_value() ? (*md)->DebugString() : "null");
-        }
+        GRPC_TRACE_LOG(chaotic_good, INFO)
+            << "CHAOTIC_GOOD: SendCallInitialMetadataAndBody: md="
+            << (md.has_value() ? (*md)->DebugString() : "null");
         return If(
             md.has_value(),
             [&md, stream_id, &outgoing_frames, &call_initiator, this]() {
@@ -340,10 +337,9 @@ auto ChaoticGoodServerTransport::OnTransportActivityDone(
     absl::string_view activity) {
   return [self = RefAsSubclass<ChaoticGoodServerTransport>(),
           activity](absl::Status status) {
-    if (GRPC_TRACE_FLAG_ENABLED(chaotic_good)) {
-      LOG(INFO) << "CHAOTIC_GOOD: OnTransportActivityDone: activity="
-                << activity << " status=" << status;
-    }
+    GRPC_TRACE_LOG(chaotic_good, INFO)
+        << "CHAOTIC_GOOD: OnTransportActivityDone: activity=" << activity
+        << " status=" << status;
     self->AbortWithError();
   };
 }
diff --git a/src/core/ext/transport/chttp2/transport/chttp2_transport.cc b/src/core/ext/transport/chttp2/transport/chttp2_transport.cc
index 0e64643cbf6..5c48b14746c 100644
--- a/src/core/ext/transport/chttp2/transport/chttp2_transport.cc
+++ b/src/core/ext/transport/chttp2/transport/chttp2_transport.cc
@@ -1651,10 +1651,9 @@ void grpc_chttp2_transport::PerformStreamOp(
     }
   }
 
-  if (GRPC_TRACE_FLAG_ENABLED(http)) {
-    LOG(INFO) << "perform_stream_op[s=" << s << "; op=" << op
-              << "]: " << grpc_transport_stream_op_batch_string(op, false);
-  }
+  GRPC_TRACE_LOG(http, INFO)
+      << "perform_stream_op[s=" << s << "; op=" << op
+      << "]: " << grpc_transport_stream_op_batch_string(op, false);
 
   GRPC_CHTTP2_STREAM_REF(s, "perform_stream_op");
   op->handler_private.extra_arg = gs;
@@ -1998,10 +1997,8 @@ static void perform_transport_op_locked(void* stream_op,
 }
 
 void grpc_chttp2_transport::PerformOp(grpc_transport_op* op) {
-  if (GRPC_TRACE_FLAG_ENABLED(http)) {
-    LOG(INFO) << "perform_transport_op[t=" << this
-              << "]: " << grpc_transport_op_string(op);
-  }
+  GRPC_TRACE_LOG(http, INFO) << "perform_transport_op[t=" << this
+                             << "]: " << grpc_transport_op_string(op);
   op->handler_private.extra_arg = this;
   Ref().release()->combiner->Run(
       GRPC_CLOSURE_INIT(&op->handler_private.closure,
@@ -2816,10 +2813,9 @@ static void start_bdp_ping(grpc_core::RefCountedPtr<grpc_chttp2_transport> t,
 static void start_bdp_ping_locked(
     grpc_core::RefCountedPtr<grpc_chttp2_transport> t,
     grpc_error_handle error) {
-  if (GRPC_TRACE_FLAG_ENABLED(http)) {
-    LOG(INFO) << t->peer_string.as_string_view()
-              << ": Start BDP ping err=" << grpc_core::StatusToString(error);
-  }
+  GRPC_TRACE_LOG(http, INFO)
+      << t->peer_string.as_string_view()
+      << ": Start BDP ping err=" << grpc_core::StatusToString(error);
   if (!error.ok() || !t->closed_with_error.ok()) {
     return;
   }
@@ -2842,10 +2838,9 @@ static void finish_bdp_ping(grpc_core::RefCountedPtr<grpc_chttp2_transport> t,
 static void finish_bdp_ping_locked(
     grpc_core::RefCountedPtr<grpc_chttp2_transport> t,
     grpc_error_handle error) {
-  if (GRPC_TRACE_FLAG_ENABLED(http)) {
-    LOG(INFO) << t->peer_string.as_string_view()
-              << ": Complete BDP ping err=" << grpc_core::StatusToString(error);
-  }
+  GRPC_TRACE_LOG(http, INFO)
+      << t->peer_string.as_string_view()
+      << ": Complete BDP ping err=" << grpc_core::StatusToString(error);
   if (!error.ok() || !t->closed_with_error.ok()) {
     return;
   }
@@ -3107,10 +3102,9 @@ static void benign_reclaimer_locked(
   if (error.ok() && t->stream_map.empty()) {
     // Channel with no active streams: send a goaway to try and make it
     // disconnect cleanly
-    if (GRPC_TRACE_FLAG_ENABLED(resource_quota)) {
-      LOG(INFO) << "HTTP2: " << t->peer_string.as_string_view()
-                << " - send goaway to free memory";
-    }
+    GRPC_TRACE_LOG(resource_quota, INFO)
+        << "HTTP2: " << t->peer_string.as_string_view()
+        << " - send goaway to free memory";
     send_goaway(t.get(),
                 grpc_error_set_int(GRPC_ERROR_CREATE("Buffers full"),
                                    grpc_core::StatusIntProperty::kHttp2Error,
@@ -3134,10 +3128,9 @@ static void destructive_reclaimer_locked(
   if (error.ok() && !t->stream_map.empty()) {
     // As stream_map is a hash map, this selects effectively a random stream.
     grpc_chttp2_stream* s = t->stream_map.begin()->second;
-    if (GRPC_TRACE_FLAG_ENABLED(resource_quota)) {
-      LOG(INFO) << "HTTP2: " << t->peer_string.as_string_view()
-                << " - abandon stream id " << s->id;
-    }
+    GRPC_TRACE_LOG(resource_quota, INFO)
+        << "HTTP2: " << t->peer_string.as_string_view()
+        << " - abandon stream id " << s->id;
     grpc_chttp2_cancel_stream(
         t.get(), s,
         grpc_error_set_int(GRPC_ERROR_CREATE("Buffers full"),
diff --git a/src/core/ext/transport/chttp2/transport/flow_control.cc b/src/core/ext/transport/chttp2/transport/flow_control.cc
index 39c0d08299e..c80fdd83073 100644
--- a/src/core/ext/transport/chttp2/transport/flow_control.cc
+++ b/src/core/ext/transport/chttp2/transport/flow_control.cc
@@ -233,10 +233,9 @@ void TransportFlowControl::UpdateSetting(
     FlowControlAction& (FlowControlAction::*set)(FlowControlAction::Urgency,
                                                  uint32_t)) {
   if (new_desired_value != *desired_value) {
-    if (GRPC_TRACE_FLAG_ENABLED(flowctl)) {
-      LOG(INFO) << "[flowctl] UPDATE SETTING " << name << " from "
-                << *desired_value << " to " << new_desired_value;
-    }
+    GRPC_TRACE_LOG(flowctl, INFO)
+        << "[flowctl] UPDATE SETTING " << name << " from " << *desired_value
+        << " to " << new_desired_value;
     // Reaching zero can only happen for initial window size, and if it occurs
     // we really want to wake up writes and ensure all the queued stream
     // window updates are flushed, since stream flow control operates
diff --git a/src/core/ext/transport/chttp2/transport/frame_ping.cc b/src/core/ext/transport/chttp2/transport/frame_ping.cc
index 764f9842cfb..e124b586a9a 100644
--- a/src/core/ext/transport/chttp2/transport/frame_ping.cc
+++ b/src/core/ext/transport/chttp2/transport/frame_ping.cc
@@ -93,10 +93,9 @@ grpc_error_handle grpc_chttp2_ping_parser_parse(void* parser,
   if (p->byte == 8) {
     CHECK(is_last);
     if (p->is_ack) {
-      if (GRPC_TRACE_FLAG_ENABLED(http2_ping)) {
-        LOG(INFO) << (t->is_client ? "CLIENT" : "SERVER") << "[" << t
-                  << "]: received ping ack " << p->opaque_8bytes;
-      }
+      GRPC_TRACE_LOG(http2_ping, INFO)
+          << (t->is_client ? "CLIENT" : "SERVER") << "[" << t
+          << "]: received ping ack " << p->opaque_8bytes;
       grpc_chttp2_ack_ping(t, p->opaque_8bytes);
     } else {
       if (!t->is_client) {
diff --git a/src/core/ext/transport/chttp2/transport/frame_rst_stream.cc b/src/core/ext/transport/chttp2/transport/frame_rst_stream.cc
index 540d4faaf2a..93e33a14a0f 100644
--- a/src/core/ext/transport/chttp2/transport/frame_rst_stream.cc
+++ b/src/core/ext/transport/chttp2/transport/frame_rst_stream.cc
@@ -113,10 +113,9 @@ grpc_error_handle grpc_chttp2_rst_stream_parser_parse(void* parser,
                       ((static_cast<uint32_t>(p->reason_bytes[1])) << 16) |
                       ((static_cast<uint32_t>(p->reason_bytes[2])) << 8) |
                       ((static_cast<uint32_t>(p->reason_bytes[3])));
-    if (GRPC_TRACE_FLAG_ENABLED(http)) {
-      LOG(INFO) << "[chttp2 transport=" << t << " stream=" << s
-                << "] received RST_STREAM(reason=" << reason << ")";
-    }
+    GRPC_TRACE_LOG(http, INFO)
+        << "[chttp2 transport=" << t << " stream=" << s
+        << "] received RST_STREAM(reason=" << reason << ")";
     grpc_error_handle error;
     if (reason != GRPC_HTTP2_NO_ERROR || s->trailing_metadata_buffer.empty()) {
       error = grpc_error_set_int(
diff --git a/src/core/ext/transport/chttp2/transport/stream_lists.cc b/src/core/ext/transport/chttp2/transport/stream_lists.cc
index 2466f950267..f2ac00e957a 100644
--- a/src/core/ext/transport/chttp2/transport/stream_lists.cc
+++ b/src/core/ext/transport/chttp2/transport/stream_lists.cc
@@ -90,10 +90,9 @@ static void stream_list_remove(grpc_chttp2_transport* t, grpc_chttp2_stream* s,
   } else {
     t->lists[id].tail = s->links[id].prev;
   }
-  if (GRPC_TRACE_FLAG_ENABLED(http2_stream_state)) {
-    LOG(INFO) << t << "[" << s->id << "][" << (t->is_client ? "cli" : "svr")
-              << "]: remove from " << stream_list_id_string(id);
-  }
+  GRPC_TRACE_LOG(http2_stream_state, INFO)
+      << t << "[" << s->id << "][" << (t->is_client ? "cli" : "svr")
+      << "]: remove from " << stream_list_id_string(id);
 }
 
 static bool stream_list_maybe_remove(grpc_chttp2_transport* t,
@@ -122,10 +121,9 @@ static void stream_list_add_tail(grpc_chttp2_transport* t,
   }
   t->lists[id].tail = s;
   s->included.set(id);
-  if (GRPC_TRACE_FLAG_ENABLED(http2_stream_state)) {
-    LOG(INFO) << t << "[" << s->id << "][" << (t->is_client ? "cli" : "svr")
-              << "]: add to " << stream_list_id_string(id);
-  }
+  GRPC_TRACE_LOG(http2_stream_state, INFO)
+      << t << "[" << s->id << "][" << (t->is_client ? "cli" : "svr")
+      << "]: add to " << stream_list_id_string(id);
 }
 
 static bool stream_list_add(grpc_chttp2_transport* t, grpc_chttp2_stream* s,
diff --git a/src/core/handshaker/handshaker.cc b/src/core/handshaker/handshaker.cc
index 66824008fd7..9e48b1ff8ea 100644
--- a/src/core/handshaker/handshaker.cc
+++ b/src/core/handshaker/handshaker.cc
@@ -139,17 +139,14 @@ void HandshakeManager::DoHandshake(
 void HandshakeManager::Shutdown(absl::Status error) {
   MutexLock lock(&mu_);
   if (!is_shutdown_) {
-    if (GRPC_TRACE_FLAG_ENABLED(handshaker)) {
-      LOG(INFO) << "handshake_manager " << this
-                << ": Shutdown() called: " << error;
-    }
+    GRPC_TRACE_LOG(handshaker, INFO)
+        << "handshake_manager " << this << ": Shutdown() called: " << error;
     is_shutdown_ = true;
     // Shutdown the handshaker that's currently in progress, if any.
     if (index_ > 0) {
-      if (GRPC_TRACE_FLAG_ENABLED(handshaker)) {
-        LOG(INFO) << "handshake_manager " << this
-                  << ": shutting down handshaker at index " << index_ - 1;
-      }
+      GRPC_TRACE_LOG(handshaker, INFO)
+          << "handshake_manager " << this
+          << ": shutting down handshaker at index " << index_ - 1;
       handshakers_[index_ - 1]->Shutdown(std::move(error));
     }
   }
diff --git a/src/core/resolver/xds/xds_dependency_manager.cc b/src/core/resolver/xds/xds_dependency_manager.cc
index 2ae913308b0..332bc4a12ea 100644
--- a/src/core/resolver/xds/xds_dependency_manager.cc
+++ b/src/core/resolver/xds/xds_dependency_manager.cc
@@ -364,10 +364,9 @@ XdsDependencyManager::XdsDependencyManager(
       listener_resource_name_(std::move(listener_resource_name)),
       args_(std::move(args)),
       interested_parties_(interested_parties) {
-  if (GRPC_TRACE_FLAG_ENABLED(xds_resolver)) {
-    LOG(INFO) << "[XdsDependencyManager " << this
-              << "] starting watch for listener " << listener_resource_name_;
-  }
+  GRPC_TRACE_LOG(xds_resolver, INFO)
+      << "[XdsDependencyManager " << this << "] starting watch for listener "
+      << listener_resource_name_;
   auto listener_watcher = MakeRefCounted<ListenerWatcher>(Ref());
   listener_watcher_ = listener_watcher.get();
   XdsListenerResourceType::StartWatch(
@@ -420,10 +419,8 @@ void XdsDependencyManager::ResetBackoff() {
 
 void XdsDependencyManager::OnListenerUpdate(
     std::shared_ptr<const XdsListenerResource> listener) {
-  if (GRPC_TRACE_FLAG_ENABLED(xds_resolver)) {
-    LOG(INFO) << "[XdsDependencyManager " << this
-              << "] received Listener update";
-  }
+  GRPC_TRACE_LOG(xds_resolver, INFO)
+      << "[XdsDependencyManager " << this << "] received Listener update";
   if (xds_client_ == nullptr) return;
   const auto* hcm = absl::get_if<XdsListenerResource::HttpConnectionManager>(
       &listener->listener);
@@ -597,10 +594,8 @@ void XdsDependencyManager::OnResourceDoesNotExist(std::string context) {
 void XdsDependencyManager::OnClusterUpdate(
     const std::string& name,
     std::shared_ptr<const XdsClusterResource> cluster) {
-  if (GRPC_TRACE_FLAG_ENABLED(xds_resolver)) {
-    LOG(INFO) << "[XdsDependencyManager " << this
-              << "] received Cluster update: " << name;
-  }
+  GRPC_TRACE_LOG(xds_resolver, INFO) << "[XdsDependencyManager " << this
+                                     << "] received Cluster update: " << name;
   if (xds_client_ == nullptr) return;
   auto it = cluster_watchers_.find(name);
   if (it == cluster_watchers_.end()) return;
@@ -610,10 +605,9 @@ void XdsDependencyManager::OnClusterUpdate(
 
 void XdsDependencyManager::OnClusterError(const std::string& name,
                                           absl::Status status) {
-  if (GRPC_TRACE_FLAG_ENABLED(xds_resolver)) {
-    LOG(INFO) << "[XdsDependencyManager " << this
-              << "] received Cluster error: " << name << " " << status;
-  }
+  GRPC_TRACE_LOG(xds_resolver, INFO)
+      << "[XdsDependencyManager " << this
+      << "] received Cluster error: " << name << " " << status;
   if (xds_client_ == nullptr) return;
   auto it = cluster_watchers_.find(name);
   if (it == cluster_watchers_.end()) return;
@@ -625,10 +619,8 @@ void XdsDependencyManager::OnClusterError(const std::string& name,
 }
 
 void XdsDependencyManager::OnClusterDoesNotExist(const std::string& name) {
-  if (GRPC_TRACE_FLAG_ENABLED(xds_resolver)) {
-    LOG(INFO) << "[XdsDependencyManager " << this
-              << "] Cluster does not exist: " << name;
-  }
+  GRPC_TRACE_LOG(xds_resolver, INFO) << "[XdsDependencyManager " << this
+                                     << "] Cluster does not exist: " << name;
   if (xds_client_ == nullptr) return;
   auto it = cluster_watchers_.find(name);
   if (it == cluster_watchers_.end()) return;
@@ -640,10 +632,8 @@ void XdsDependencyManager::OnClusterDoesNotExist(const std::string& name) {
 void XdsDependencyManager::OnEndpointUpdate(
     const std::string& name,
     std::shared_ptr<const XdsEndpointResource> endpoint) {
-  if (GRPC_TRACE_FLAG_ENABLED(xds_resolver)) {
-    LOG(INFO) << "[XdsDependencyManager " << this
-              << "] received Endpoint update: " << name;
-  }
+  GRPC_TRACE_LOG(xds_resolver, INFO) << "[XdsDependencyManager " << this
+                                     << "] received Endpoint update: " << name;
   if (xds_client_ == nullptr) return;
   auto it = endpoint_watchers_.find(name);
   if (it == endpoint_watchers_.end()) return;
@@ -672,10 +662,9 @@ void XdsDependencyManager::OnEndpointUpdate(
 
 void XdsDependencyManager::OnEndpointError(const std::string& name,
                                            absl::Status status) {
-  if (GRPC_TRACE_FLAG_ENABLED(xds_resolver)) {
-    LOG(INFO) << "[XdsDependencyManager " << this
-              << "] received Endpoint error: " << name << " " << status;
-  }
+  GRPC_TRACE_LOG(xds_resolver, INFO)
+      << "[XdsDependencyManager " << this
+      << "] received Endpoint error: " << name << " " << status;
   if (xds_client_ == nullptr) return;
   auto it = endpoint_watchers_.find(name);
   if (it == endpoint_watchers_.end()) return;
@@ -687,10 +676,8 @@ void XdsDependencyManager::OnEndpointError(const std::string& name,
 }
 
 void XdsDependencyManager::OnEndpointDoesNotExist(const std::string& name) {
-  if (GRPC_TRACE_FLAG_ENABLED(xds_resolver)) {
-    LOG(INFO) << "[XdsDependencyManager " << this
-              << "] Endpoint does not exist: " << name;
-  }
+  GRPC_TRACE_LOG(xds_resolver, INFO) << "[XdsDependencyManager " << this
+                                     << "] Endpoint does not exist: " << name;
   if (xds_client_ == nullptr) return;
   auto it = endpoint_watchers_.find(name);
   if (it == endpoint_watchers_.end()) return;
@@ -702,10 +689,8 @@ void XdsDependencyManager::OnEndpointDoesNotExist(const std::string& name) {
 
 void XdsDependencyManager::OnDnsResult(const std::string& dns_name,
                                        Resolver::Result result) {
-  if (GRPC_TRACE_FLAG_ENABLED(xds_resolver)) {
-    LOG(INFO) << "[XdsDependencyManager " << this
-              << "] received DNS update: " << dns_name;
-  }
+  GRPC_TRACE_LOG(xds_resolver, INFO) << "[XdsDependencyManager " << this
+                                     << "] received DNS update: " << dns_name;
   if (xds_client_ == nullptr) return;
   auto it = dns_resolvers_.find(dns_name);
   if (it == dns_resolvers_.end()) return;
@@ -765,10 +750,9 @@ bool XdsDependencyManager::PopulateClusterConfigMap(
   // Create a new watcher if needed.
   if (state.watcher == nullptr) {
     auto watcher = MakeRefCounted<ClusterWatcher>(Ref(), name);
-    if (GRPC_TRACE_FLAG_ENABLED(xds_resolver)) {
-      LOG(INFO) << "[XdsDependencyManager " << this
-                << "] starting watch for cluster " << name;
-    }
+    GRPC_TRACE_LOG(xds_resolver, INFO)
+        << "[XdsDependencyManager " << this << "] starting watch for cluster "
+        << name;
     state.watcher = watcher.get();
     XdsClusterResourceType::StartWatch(xds_client_.get(), name,
                                        std::move(watcher));
@@ -792,10 +776,9 @@ bool XdsDependencyManager::PopulateClusterConfigMap(
         // Start EDS watch if needed.
         auto& eds_state = endpoint_watchers_[eds_resource_name];
         if (eds_state.watcher == nullptr) {
-          if (GRPC_TRACE_FLAG_ENABLED(xds_resolver)) {
-            LOG(INFO) << "[XdsDependencyManager " << this
-                      << "] starting watch for endpoint " << eds_resource_name;
-          }
+          GRPC_TRACE_LOG(xds_resolver, INFO)
+              << "[XdsDependencyManager " << this
+              << "] starting watch for endpoint " << eds_resource_name;
           auto watcher =
               MakeRefCounted<EndpointWatcher>(Ref(), eds_resource_name);
           eds_state.watcher = watcher.get();
@@ -820,10 +803,9 @@ bool XdsDependencyManager::PopulateClusterConfigMap(
         // Start DNS resolver if needed.
         auto& dns_state = dns_resolvers_[logical_dns.hostname];
         if (dns_state.resolver == nullptr) {
-          if (GRPC_TRACE_FLAG_ENABLED(xds_resolver)) {
-            LOG(INFO) << "[XdsDependencyManager " << this
-                      << "] starting DNS resolver for " << logical_dns.hostname;
-          }
+          GRPC_TRACE_LOG(xds_resolver, INFO)
+              << "[XdsDependencyManager " << this
+              << "] starting DNS resolver for " << logical_dns.hostname;
           auto* fake_resolver_response_generator = args_.GetPointer<
               FakeResolverResponseGenerator>(
               GRPC_ARG_XDS_LOGICAL_DNS_CLUSTER_FAKE_RESOLVER_RESPONSE_GENERATOR);
@@ -987,10 +969,9 @@ void XdsDependencyManager::MaybeReportUpdate() {
       ++it;
       continue;
     }
-    if (GRPC_TRACE_FLAG_ENABLED(xds_resolver)) {
-      LOG(INFO) << "[XdsDependencyManager " << this
-                << "] cancelling watch for cluster " << cluster_name;
-    }
+    GRPC_TRACE_LOG(xds_resolver, INFO)
+        << "[XdsDependencyManager " << this << "] cancelling watch for cluster "
+        << cluster_name;
     XdsClusterResourceType::CancelWatch(xds_client_.get(), cluster_name,
                                         it->second.watcher,
                                         /*delay_unsubscription=*/false);
@@ -1005,10 +986,9 @@ void XdsDependencyManager::MaybeReportUpdate() {
       ++it;
       continue;
     }
-    if (GRPC_TRACE_FLAG_ENABLED(xds_resolver)) {
-      LOG(INFO) << "[XdsDependencyManager " << this
-                << "] cancelling watch for EDS resource " << eds_resource_name;
-    }
+    GRPC_TRACE_LOG(xds_resolver, INFO)
+        << "[XdsDependencyManager " << this
+        << "] cancelling watch for EDS resource " << eds_resource_name;
     XdsEndpointResourceType::CancelWatch(xds_client_.get(), eds_resource_name,
                                          it->second.watcher,
                                          /*delay_unsubscription=*/false);
@@ -1022,24 +1002,21 @@ void XdsDependencyManager::MaybeReportUpdate() {
       ++it;
       continue;
     }
-    if (GRPC_TRACE_FLAG_ENABLED(xds_resolver)) {
-      LOG(INFO) << "[XdsDependencyManager " << this
-                << "] shutting down DNS resolver for " << dns_name;
-    }
+    GRPC_TRACE_LOG(xds_resolver, INFO)
+        << "[XdsDependencyManager " << this
+        << "] shutting down DNS resolver for " << dns_name;
     dns_resolvers_.erase(it++);
   }
   // If we have all the data we need, then send an update.
   if (!have_all_resources) {
-    if (GRPC_TRACE_FLAG_ENABLED(xds_resolver)) {
-      LOG(INFO) << "[XdsDependencyManager " << this
-                << "] missing data -- NOT returning config";
-    }
+    GRPC_TRACE_LOG(xds_resolver, INFO)
+        << "[XdsDependencyManager " << this
+        << "] missing data -- NOT returning config";
     return;
   }
-  if (GRPC_TRACE_FLAG_ENABLED(xds_resolver)) {
-    LOG(INFO) << "[XdsDependencyManager " << this
-              << "] returning config: " << config->ToString();
-  }
+  GRPC_TRACE_LOG(xds_resolver, INFO)
+      << "[XdsDependencyManager " << this
+      << "] returning config: " << config->ToString();
   watcher_->OnUpdate(std::move(config));
 }
 
diff --git a/src/core/resolver/xds/xds_resolver.cc b/src/core/resolver/xds/xds_resolver.cc
index ef42070cace..44a3cf18982 100644
--- a/src/core/resolver/xds/xds_resolver.cc
+++ b/src/core/resolver/xds/xds_resolver.cc
@@ -545,10 +545,9 @@ XdsResolver::RouteConfigData::CreateMethodConfig(
 absl::Status XdsResolver::RouteConfigData::AddRouteEntry(
     XdsResolver* resolver, const XdsRouteConfigResource::Route& route,
     const Duration& default_max_stream_duration) {
-  if (GRPC_TRACE_FLAG_ENABLED(xds_resolver)) {
-    LOG(INFO) << "[xds_resolver " << resolver << "] XdsConfigSelector " << this
-              << ": route: " << route.ToString();
-  }
+  GRPC_TRACE_LOG(xds_resolver, INFO)
+      << "[xds_resolver " << resolver << "] XdsConfigSelector " << this
+      << ": route: " << route.ToString();
   routes_.emplace_back(route);
   auto* route_entry = &routes_.back();
   auto maybe_add_cluster = [&](absl::string_view cluster_key,
@@ -637,10 +636,8 @@ XdsResolver::XdsConfigSelector::XdsConfigSelector(
     RefCountedPtr<RouteConfigData> route_config_data)
     : resolver_(std::move(resolver)),
       route_config_data_(std::move(route_config_data)) {
-  if (GRPC_TRACE_FLAG_ENABLED(xds_resolver)) {
-    LOG(INFO) << "[xds_resolver " << resolver_.get()
-              << "] creating XdsConfigSelector " << this;
-  }
+  GRPC_TRACE_LOG(xds_resolver, INFO) << "[xds_resolver " << resolver_.get()
+                                     << "] creating XdsConfigSelector " << this;
   // Populate filter list.
   const auto& http_filter_registry =
       static_cast<const GrpcXdsBootstrap&>(resolver_->xds_client_->bootstrap())
@@ -660,10 +657,9 @@ XdsResolver::XdsConfigSelector::XdsConfigSelector(
 }
 
 XdsResolver::XdsConfigSelector::~XdsConfigSelector() {
-  if (GRPC_TRACE_FLAG_ENABLED(xds_resolver)) {
-    LOG(INFO) << "[xds_resolver " << resolver_.get()
-              << "] destroying XdsConfigSelector " << this;
-  }
+  GRPC_TRACE_LOG(xds_resolver, INFO)
+      << "[xds_resolver " << resolver_.get()
+      << "] destroying XdsConfigSelector " << this;
   route_config_data_.reset();
   if (!IsWorkSerializerDispatchEnabled()) {
     resolver_->MaybeRemoveUnusedClusters();
@@ -962,10 +958,9 @@ void XdsResolver::StartLocked() {
     lds_resource_name_ =
         absl::StrReplaceAll(name_template, {{"%s", resource_name_fragment}});
   }
-  if (GRPC_TRACE_FLAG_ENABLED(xds_resolver)) {
-    LOG(INFO) << "[xds_resolver " << this << "] Started with lds_resource_name "
-              << lds_resource_name_;
-  }
+  GRPC_TRACE_LOG(xds_resolver, INFO)
+      << "[xds_resolver " << this << "] Started with lds_resource_name "
+      << lds_resource_name_;
   // Start watch for xDS config.
   dependency_mgr_ = MakeOrphanable<XdsDependencyManager>(
       xds_client_, work_serializer_,
diff --git a/src/core/xds/grpc/xds_client_grpc.cc b/src/core/xds/grpc/xds_client_grpc.cc
index 96492ff31ff..7a044d5da1f 100644
--- a/src/core/xds/grpc/xds_client_grpc.cc
+++ b/src/core/xds/grpc/xds_client_grpc.cc
@@ -210,10 +210,9 @@ absl::StatusOr<std::string> GetBootstrapContents(const char* fallback_config) {
   // Next, try GRPC_XDS_BOOTSTRAP_CONFIG env var.
   auto env_config = GetEnv("GRPC_XDS_BOOTSTRAP_CONFIG");
   if (env_config.has_value()) {
-    if (GRPC_TRACE_FLAG_ENABLED(xds_client)) {
-      LOG(INFO) << "Got bootstrap contents from GRPC_XDS_BOOTSTRAP_CONFIG "
-                   "environment variable";
-    }
+    GRPC_TRACE_LOG(xds_client, INFO)
+        << "Got bootstrap contents from GRPC_XDS_BOOTSTRAP_CONFIG "
+        << "environment variable";
     return std::move(*env_config);
   }
   // Finally, try fallback config.
@@ -270,10 +269,8 @@ absl::StatusOr<RefCountedPtr<GrpcXdsClient>> GrpcXdsClient::GetOrCreate(
       key, std::move(*bootstrap), channel_args,
       MakeOrphanable<GrpcXdsTransportFactory>(channel_args));
   g_xds_client_map->emplace(xds_client->key(), xds_client.get());
-  if (GRPC_TRACE_FLAG_ENABLED(xds_client)) {
-    LOG(INFO) << "[xds_client " << xds_client.get()
-              << "] Created xDS client for key " << key;
-  }
+  GRPC_TRACE_LOG(xds_client, INFO) << "[xds_client " << xds_client.get()
+                                   << "] Created xDS client for key " << key;
   return xds_client;
 }
 
diff --git a/src/core/xds/xds_client/xds_client.cc b/src/core/xds/xds_client/xds_client.cc
index 8a9456cdad2..ca00ed14a3e 100644
--- a/src/core/xds/xds_client/xds_client.cc
+++ b/src/core/xds/xds_client/xds_client.cc
@@ -457,10 +457,9 @@ XdsClient::XdsChannel::XdsChannel(WeakRefCountedPtr<XdsClient> xds_client,
                                      : nullptr),
       xds_client_(std::move(xds_client)),
       server_(server) {
-  if (GRPC_TRACE_FLAG_ENABLED(xds_client)) {
-    LOG(INFO) << "[xds_client " << xds_client_.get() << "] creating channel "
-              << this << " for server " << server.server_uri();
-  }
+  GRPC_TRACE_LOG(xds_client, INFO)
+      << "[xds_client " << xds_client_.get() << "] creating channel " << this
+      << " for server " << server.server_uri();
   absl::Status status;
   transport_ = xds_client_->transport_factory_->Create(
       server,
@@ -474,10 +473,9 @@ XdsClient::XdsChannel::XdsChannel(WeakRefCountedPtr<XdsClient> xds_client,
 }
 
 XdsClient::XdsChannel::~XdsChannel() {
-  if (GRPC_TRACE_FLAG_ENABLED(xds_client)) {
-    LOG(INFO) << "[xds_client " << xds_client() << "] destroying xds channel "
-              << this << " for server " << server_.server_uri();
-  }
+  GRPC_TRACE_LOG(xds_client, INFO)
+      << "[xds_client " << xds_client() << "] destroying xds channel " << this
+      << " for server " << server_.server_uri();
   xds_client_.reset(DEBUG_LOCATION, "XdsChannel");
 }
 
@@ -486,10 +484,9 @@ XdsClient::XdsChannel::~XdsChannel() {
 // called from DualRefCounted::Unref, which cannot have a lock annotation for
 // a lock in this subclass.
 void XdsClient::XdsChannel::Orphaned() ABSL_NO_THREAD_SAFETY_ANALYSIS {
-  if (GRPC_TRACE_FLAG_ENABLED(xds_client)) {
-    LOG(INFO) << "[xds_client " << xds_client() << "] orphaning xds channel "
-              << this << " for server " << server_.server_uri();
-  }
+  GRPC_TRACE_LOG(xds_client, INFO)
+      << "[xds_client " << xds_client() << "] orphaning xds channel " << this
+      << " for server " << server_.server_uri();
   shutting_down_ = true;
   transport_.reset();
   // At this time, all strong refs are removed, remove from channel map to
@@ -583,10 +580,9 @@ bool XdsClient::XdsChannel::MaybeFallbackLocked(
     }
     if (authority_state.xds_channels.back()->status().ok()) return true;
   }
-  if (GRPC_TRACE_FLAG_ENABLED(xds_client)) {
-    LOG(INFO) << "[xds_client " << xds_client_.get() << "] authority "
-              << authority << ": No fallback server";
-  }
+  GRPC_TRACE_LOG(xds_client, INFO)
+      << "[xds_client " << xds_client_.get() << "] authority " << authority
+      << ": No fallback server";
   return false;
 }
 
@@ -1702,10 +1698,9 @@ void XdsClient::WatchResource(const XdsResourceType* type,
       // If we already have a cached value for the resource, notify the new
       // watcher immediately.
       if (resource_state.resource != nullptr) {
-        if (GRPC_TRACE_FLAG_ENABLED(xds_client)) {
-          LOG(INFO) << "[xds_client " << this
-                    << "] returning cached listener data for " << name;
-        }
+        GRPC_TRACE_LOG(xds_client, INFO)
+            << "[xds_client " << this << "] returning cached listener data for "
+            << name;
         work_serializer_.Schedule(
             [watcher, value = resource_state.resource]()
                 ABSL_EXCLUSIVE_LOCKS_REQUIRED(&work_serializer_) {
@@ -1715,10 +1710,9 @@ void XdsClient::WatchResource(const XdsResourceType* type,
             DEBUG_LOCATION);
       } else if (resource_state.meta.client_status ==
                  XdsApi::ResourceMetadata::DOES_NOT_EXIST) {
-        if (GRPC_TRACE_FLAG_ENABLED(xds_client)) {
-          LOG(INFO) << "[xds_client " << this
-                    << "] reporting cached does-not-exist for " << name;
-        }
+        GRPC_TRACE_LOG(xds_client, INFO)
+            << "[xds_client " << this
+            << "] reporting cached does-not-exist for " << name;
         work_serializer_.Schedule(
             [watcher]() ABSL_EXCLUSIVE_LOCKS_REQUIRED(&work_serializer_) {
               watcher->OnResourceDoesNotExist(ReadDelayHandle::NoWait());
diff --git a/src/cpp/ext/gcp/environment_autodetect.cc b/src/cpp/ext/gcp/environment_autodetect.cc
index 0f61e24a011..f9d121635cb 100644
--- a/src/cpp/ext/gcp/environment_autodetect.cc
+++ b/src/cpp/ext/gcp/environment_autodetect.cc
@@ -268,10 +268,9 @@ class EnvironmentAutoDetectHelper
                 // If fetching from the MetadataServer failed and we were
                 // assuming a GCE environment, fallback to "global".
                 else if (assuming_gce_) {
-                  if (GRPC_TRACE_FLAG_ENABLED(environment_autodetect)) {
-                    LOG(INFO) << "Environment Autodetect: Falling back to "
-                                 "global resource type";
-                  }
+                  GRPC_TRACE_LOG(environment_autodetect, INFO)
+                      << "Environment Autodetect: Falling back to "
+                      << "global resource type";
                   assuming_gce_ = false;
                   resource_.resource_type = "global";
                 }
diff --git a/src/cpp/server/backend_metric_recorder.cc b/src/cpp/server/backend_metric_recorder.cc
index d92fac3db0a..1fdabbe97f2 100644
--- a/src/cpp/server/backend_metric_recorder.cc
+++ b/src/cpp/server/backend_metric_recorder.cc
@@ -98,10 +98,8 @@ void ServerMetricRecorder::SetMemoryUtilization(double value) {
 
 void ServerMetricRecorder::SetApplicationUtilization(double value) {
   if (!IsUtilizationWithSoftLimitsValid(value)) {
-    if (GRPC_TRACE_FLAG_ENABLED(backend_metric)) {
-      LOG(INFO) << "[" << this
-                << "] Application utilization rejected: " << value;
-    }
+    GRPC_TRACE_LOG(backend_metric, INFO)
+        << "[" << this << "] Application utilization rejected: " << value;
     return;
   }
   UpdateBackendMetricDataState([value](BackendMetricData* data) {
@@ -142,16 +140,14 @@ void ServerMetricRecorder::SetEps(double value) {
 
 void ServerMetricRecorder::SetNamedUtilization(string_ref name, double value) {
   if (!IsUtilizationValid(value)) {
-    if (GRPC_TRACE_FLAG_ENABLED(backend_metric)) {
-      LOG(INFO) << "[" << this << "] Named utilization rejected: " << value
-                << " name: " << std::string(name.data(), name.size());
-    }
+    GRPC_TRACE_LOG(backend_metric, INFO)
+        << "[" << this << "] Named utilization rejected: " << value
+        << " name: " << std::string(name.data(), name.size());
     return;
   }
-  if (GRPC_TRACE_FLAG_ENABLED(backend_metric)) {
-    LOG(INFO) << "[" << this << "] Named utilization set: " << value
-              << " name: " << std::string(name.data(), name.size());
-  }
+  GRPC_TRACE_LOG(backend_metric, INFO)
+      << "[" << this << "] Named utilization set: " << value
+      << " name: " << std::string(name.data(), name.size());
   UpdateBackendMetricDataState([name, value](BackendMetricData* data) {
     data->utilization[absl::string_view(name.data(), name.size())] = value;
   });
@@ -159,10 +155,9 @@ void ServerMetricRecorder::SetNamedUtilization(string_ref name, double value) {
 
 void ServerMetricRecorder::SetAllNamedUtilization(
     std::map<string_ref, double> named_utilization) {
-  if (GRPC_TRACE_FLAG_ENABLED(backend_metric)) {
-    LOG(INFO) << "[" << this << "] All named utilization updated. size: "
-              << named_utilization.size();
-  }
+  GRPC_TRACE_LOG(backend_metric, INFO)
+      << "[" << this
+      << "] All named utilization updated. size: " << named_utilization.size();
   UpdateBackendMetricDataState(
       [utilization = std::move(named_utilization)](BackendMetricData* data) {
         data->utilization.clear();
@@ -212,10 +207,9 @@ void ServerMetricRecorder::ClearEps() {
 }
 
 void ServerMetricRecorder::ClearNamedUtilization(string_ref name) {
-  if (GRPC_TRACE_FLAG_ENABLED(backend_metric)) {
-    LOG(INFO) << "[" << this << "] Named utilization cleared. name: "
-              << std::string(name.data(), name.size());
-  }
+  GRPC_TRACE_LOG(backend_metric, INFO)
+      << "[" << this << "] Named utilization cleared. name: "
+      << std::string(name.data(), name.size());
   UpdateBackendMetricDataState([name](BackendMetricData* data) {
     data->utilization.erase(absl::string_view(name.data(), name.size()));
   });
@@ -281,10 +275,8 @@ BackendMetricState::RecordMemoryUtilizationMetric(double value) {
 experimental::CallMetricRecorder&
 BackendMetricState::RecordApplicationUtilizationMetric(double value) {
   if (!IsUtilizationWithSoftLimitsValid(value)) {
-    if (GRPC_TRACE_FLAG_ENABLED(backend_metric)) {
-      LOG(INFO) << "[" << this
-                << "] Application utilization value rejected: " << value;
-    }
+    GRPC_TRACE_LOG(backend_metric, INFO)
+        << "[" << this << "] Application utilization value rejected: " << value;
     return *this;
   }
   application_utilization_.store(value, std::memory_order_relaxed);
@@ -327,19 +319,16 @@ experimental::CallMetricRecorder& BackendMetricState::RecordEpsMetric(
 experimental::CallMetricRecorder& BackendMetricState::RecordUtilizationMetric(
     string_ref name, double value) {
   if (!IsUtilizationValid(value)) {
-    if (GRPC_TRACE_FLAG_ENABLED(backend_metric)) {
-      LOG(INFO) << "[" << this << "] Utilization value rejected: "
-                << std::string(name.data(), name.length()) << " " << value;
-    }
+    GRPC_TRACE_LOG(backend_metric, INFO)
+        << "[" << this << "] Utilization value rejected: "
+        << std::string(name.data(), name.length()) << " " << value;
     return *this;
   }
   internal::MutexLock lock(&mu_);
   absl::string_view name_sv(name.data(), name.length());
   utilization_[name_sv] = value;
-  if (GRPC_TRACE_FLAG_ENABLED(backend_metric)) {
-    LOG(INFO) << "[" << this << "] Utilization recorded: " << name_sv << " "
-              << value;
-  }
+  GRPC_TRACE_LOG(backend_metric, INFO)
+      << "[" << this << "] Utilization recorded: " << name_sv << " " << value;
   return *this;
 }
 
@@ -348,10 +337,8 @@ experimental::CallMetricRecorder& BackendMetricState::RecordRequestCostMetric(
   internal::MutexLock lock(&mu_);
   absl::string_view name_sv(name.data(), name.length());
   request_cost_[name_sv] = value;
-  if (GRPC_TRACE_FLAG_ENABLED(backend_metric)) {
-    LOG(INFO) << "[" << this << "] Request cost recorded: " << name_sv << " "
-              << value;
-  }
+  GRPC_TRACE_LOG(backend_metric, INFO)
+      << "[" << this << "] Request cost recorded: " << name_sv << " " << value;
   return *this;
 }
 
@@ -360,10 +347,8 @@ experimental::CallMetricRecorder& BackendMetricState::RecordNamedMetric(
   internal::MutexLock lock(&mu_);
   absl::string_view name_sv(name.data(), name.length());
   named_metrics_[name_sv] = value;
-  if (GRPC_TRACE_FLAG_ENABLED(backend_metric)) {
-    LOG(INFO) << "[" << this << "] Named metric recorded: " << name_sv << " "
-              << value;
-  }
+  GRPC_TRACE_LOG(backend_metric, INFO)
+      << "[" << this << "] Named metric recorded: " << name_sv << " " << value;
   return *this;
 }