diff --git a/src/cmd/src/lib.rs b/src/cmd/src/lib.rs
index 674bfb946162..f9f9e699650b 100644
--- a/src/cmd/src/lib.rs
+++ b/src/cmd/src/lib.rs
@@ -59,7 +59,7 @@ pub trait App: Send {
 
         if self.wait_signal() {
             if let Err(e) = tokio::signal::ctrl_c().await {
-                error!("Failed to listen for ctrl-c signal: {:?}", e);
+                error!(e; "Failed to listen for ctrl-c signal");
                 // It's unusual to fail to listen for ctrl-c signal, maybe there's something unexpected in
                 // the underlying system. So we stop the app instead of running nonetheless to let people
                 // investigate the issue.
diff --git a/src/datanode/src/heartbeat.rs b/src/datanode/src/heartbeat.rs
index d56bb91d96ff..b1cdd61859dc 100644
--- a/src/datanode/src/heartbeat.rs
+++ b/src/datanode/src/heartbeat.rs
@@ -109,13 +109,10 @@ impl HeartbeatTask {
         let mut last_received_lease = Instant::now();
 
         let _handle = common_runtime::spawn_bg(async move {
-            while let Some(res) = match rx.message().await {
-                Ok(m) => m,
-                Err(e) => {
-                    error!(e; "Error while reading heartbeat response");
-                    None
-                }
-            } {
+            while let Some(res) = rx.message().await.unwrap_or_else(|e| {
+                error!(e; "Error while reading heartbeat response");
+                None
+            }) {
                 if let Some(msg) = res.mailbox_message.as_ref() {
                     info!("Received mailbox message: {msg:?}, meta_client id: {client_id:?}");
                 }
@@ -276,7 +273,7 @@ impl HeartbeatTask {
                 if let Some(req) = req {
                     debug!("Sending heartbeat request: {:?}", req);
                     if let Err(e) = tx.send(req).await {
-                        error!("Failed to send heartbeat to metasrv, error: {:?}", e);
+                        error!(e; "Failed to send heartbeat to metasrv");
                         match Self::create_streams(
                             &meta_client,
                             running.clone(),
diff --git a/src/frontend/src/heartbeat.rs b/src/frontend/src/heartbeat.rs
index d90f15e3bde1..3e744fb7bc11 100644
--- a/src/frontend/src/heartbeat.rs
+++ b/src/frontend/src/heartbeat.rs
@@ -151,7 +151,7 @@ impl HeartbeatTask {
                                     Some(req)
                                 }
                                 Err(e) => {
-                                    error!(e; "Failed to encode mailbox messages!");
+                                    error!(e; "Failed to encode mailbox messages");
                                     None
                                 }
                             }
diff --git a/src/meta-srv/src/cluster.rs b/src/meta-srv/src/cluster.rs
index 0c8def1c0cfe..f7f7fac27722 100644
--- a/src/meta-srv/src/cluster.rs
+++ b/src/meta-srv/src/cluster.rs
@@ -89,7 +89,7 @@ impl KvBackend for MetaPeerClient {
                 Ok(res) => return Ok(res),
                 Err(e) => {
                     if need_retry(&e) {
-                        warn!("Encountered an error that need to retry, err: {:?}", e);
+                        warn!(e; "Encountered an error that need to retry");
                         tokio::time::sleep(Duration::from_millis(retry_interval_ms)).await;
                     } else {
                         return Err(e);
@@ -138,7 +138,7 @@ impl KvBackend for MetaPeerClient {
                 Ok(res) => return Ok(res),
                 Err(e) => {
                     if need_retry(&e) {
-                        warn!("Encountered an error that need to retry, err: {:?}", e);
+                        warn!(e; "Encountered an error that need to retry");
                         tokio::time::sleep(Duration::from_millis(retry_interval_ms)).await;
                     } else {
                         return Err(e);
diff --git a/src/meta-srv/src/election/etcd.rs b/src/meta-srv/src/election/etcd.rs
index 27e9a1b19ae1..49dbfc7c891b 100644
--- a/src/meta-srv/src/election/etcd.rs
+++ b/src/meta-srv/src/election/etcd.rs
@@ -251,7 +251,7 @@ impl Election for EtcdElection {
                                 .leader_watcher
                                 .send(LeaderChangeMessage::Elected(Arc::new(leader.clone())))
                             {
-                                error!("Failed to send leader change message, error: {e:?}");
+                                error!(e; "Failed to send leader change message");
                             }
                         }
                     } else {
diff --git a/src/meta-srv/src/handler/failure_handler/runner.rs b/src/meta-srv/src/handler/failure_handler/runner.rs
index 01de1ce47738..313a02f25362 100644
--- a/src/meta-srv/src/handler/failure_handler/runner.rs
+++ b/src/meta-srv/src/handler/failure_handler/runner.rs
@@ -75,13 +75,13 @@ impl FailureDetectRunner {
 
     pub(crate) async fn send_heartbeat(&self, heartbeat: DatanodeHeartbeat) {
         if let Err(e) = self.heartbeat_tx.send(heartbeat).await {
-            error!("FailureDetectRunner is stop receiving heartbeats: {:?}", e)
+            error!(e; "FailureDetectRunner is stop receiving heartbeats")
         }
     }
 
     pub(crate) async fn send_control(&self, control: FailureDetectControl) {
         if let Err(e) = self.control_tx.send(control).await {
-            error!("FailureDetectRunner is stop receiving controls: {:?}", e)
+            error!(e; "FailureDetectRunner is stop receiving controls")
         }
     }
 
diff --git a/src/meta-srv/src/metasrv.rs b/src/meta-srv/src/metasrv.rs
index 70bb78a4ecf7..76fb794f797c 100644
--- a/src/meta-srv/src/metasrv.rs
+++ b/src/meta-srv/src/metasrv.rs
@@ -296,7 +296,7 @@ impl MetaStateHandler {
         if let Some(sub_manager) = self.subscribe_manager.clone() {
             info!("Leader changed, un_subscribe all");
             if let Err(e) = sub_manager.unsubscribe_all() {
-                error!("Failed to un_subscribe all, error: {:?}", e);
+                error!(e; "Failed to un_subscribe all");
             }
         }
     }
diff --git a/src/servers/src/grpc/flight/stream.rs b/src/servers/src/grpc/flight/stream.rs
index 834583999d03..038c3371b660 100644
--- a/src/servers/src/grpc/flight/stream.rs
+++ b/src/servers/src/grpc/flight/stream.rs
@@ -62,7 +62,7 @@ impl FlightRecordBatchStream {
     ) {
         let schema = recordbatches.schema();
         if let Err(e) = tx.send(Ok(FlightMessage::Schema(schema))).await {
-            warn!("stop sending Flight data, err: {e:?}");
+            warn!(e; "stop sending Flight data");
             return;
         }
 
@@ -70,14 +70,14 @@ impl FlightRecordBatchStream {
             match batch_or_err {
                 Ok(recordbatch) => {
                     if let Err(e) = tx.send(Ok(FlightMessage::Recordbatch(recordbatch))).await {
-                        warn!("stop sending Flight data, err: {e:?}");
+                        warn!(e; "stop sending Flight data");
                         return;
                     }
                 }
                 Err(e) => {
                     let e = Err(e).context(error::CollectRecordbatchSnafu);
                     if let Err(e) = tx.send(e.map_err(|x| x.into())).await {
-                        warn!("stop sending Flight data, err: {e:?}");
+                        warn!(e; "stop sending Flight data");
                     }
                     return;
                 }
diff --git a/src/servers/src/http/authorize.rs b/src/servers/src/http/authorize.rs
index 540c94090f13..c60e4356b5ab 100644
--- a/src/servers/src/http/authorize.rs
+++ b/src/servers/src/http/authorize.rs
@@ -84,7 +84,7 @@ pub async fn inner_auth<B>(
     let (username, password) = match extract_username_and_password(&req) {
         Ok((username, password)) => (username, password),
         Err(e) => {
-            warn!("extract username and password failed: {:?}", e);
+            warn!(e; "extract username and password failed");
             crate::metrics::METRIC_AUTH_FAILURE
                 .with_label_values(&[e.status_code().as_ref()])
                 .inc();
@@ -108,7 +108,7 @@ pub async fn inner_auth<B>(
             Ok(req)
         }
         Err(e) => {
-            warn!("authenticate failed: {:?}", e);
+            warn!(e; "authenticate failed");
             crate::metrics::METRIC_AUTH_FAILURE
                 .with_label_values(&[e.status_code().as_ref()])
                 .inc();
diff --git a/src/servers/src/mysql/handler.rs b/src/servers/src/mysql/handler.rs
index d0f4372ef1fb..84a58faeb9f2 100644
--- a/src/servers/src/mysql/handler.rs
+++ b/src/servers/src/mysql/handler.rs
@@ -191,7 +191,7 @@ impl<W: AsyncWrite + Send + Sync + Unpin> AsyncMysqlShim<W> for MysqlInstanceShi
                     METRIC_AUTH_FAILURE
                         .with_label_values(&[e.status_code().as_ref()])
                         .inc();
-                    warn!("Failed to auth, err: {:?}", e);
+                    warn!(e; "Failed to auth");
                     return false;
                 }
             };
diff --git a/src/servers/src/mysql/server.rs b/src/servers/src/mysql/server.rs
index 14a95a889ae6..d17d0e58d368 100644
--- a/src/servers/src/mysql/server.rs
+++ b/src/servers/src/mysql/server.rs
@@ -135,7 +135,7 @@ impl MysqlServer {
 
             async move {
                 match tcp_stream {
-                    Err(error) => warn!("Broken pipe: {:?}", error), // IoError doesn't impl ErrorExt.
+                    Err(e) => warn!(e; "Broken pipe"), // IoError doesn't impl ErrorExt.
                     Ok(io_stream) => {
                         if let Err(e) = io_stream.set_nodelay(true) {
                             warn!(e; "Failed to set TCP nodelay");
@@ -143,7 +143,7 @@ impl MysqlServer {
                         if let Err(error) =
                             Self::handle(io_stream, io_runtime, spawn_ref, spawn_config).await
                         {
-                            warn!("Unexpected error when handling TcpStream {:?}", error);
+                            warn!(error; "Unexpected error when handling TcpStream");
                         };
                     }
                 };
diff --git a/src/servers/src/postgres/server.rs b/src/servers/src/postgres/server.rs
index f66f47ac7224..6b397dbb472c 100644
--- a/src/servers/src/postgres/server.rs
+++ b/src/servers/src/postgres/server.rs
@@ -86,7 +86,7 @@ impl PostgresServer {
                                 Some(addr)
                             }
                             Err(e) => {
-                                warn!("Failed to get PostgreSQL client addr, err: {:?}", e);
+                                warn!(e; "Failed to get PostgreSQL client addr");
                                 None
                             }
                         };
diff --git a/src/table/src/predicate.rs b/src/table/src/predicate.rs
index a9365004cbc8..f338e06d7c8b 100644
--- a/src/table/src/predicate.rs
+++ b/src/table/src/predicate.rs
@@ -116,11 +116,11 @@ impl Predicate {
                         }
                     }
                     Err(e) => {
-                        warn!("Failed to prune row groups, error: {:?}", e);
+                        warn!(e; "Failed to prune row groups");
                     }
                 },
                 Err(e) => {
-                    error!("Failed to create predicate for expr, error: {:?}", e);
+                    error!(e; "Failed to create predicate for expr");
                 }
             }
         }