diff --git a/Cargo.toml b/Cargo.toml
index 6d6a3bf5..b0cc0fcc 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -74,3 +74,4 @@ workspace = true
 
 [features]
 test-utils = []
+tracing = []
diff --git a/src/block_range_scanner.rs b/src/block_range_scanner.rs
index 18747442..b5e9db25 100644
--- a/src/block_range_scanner.rs
+++ b/src/block_range_scanner.rs
@@ -76,10 +76,9 @@ use crate::{
 use alloy::{
     consensus::BlockHeader,
     eips::{BlockId, BlockNumberOrTag},
-    network::{BlockResponse, Network, primitives::HeaderResponse},
+    network::{BlockResponse, Network},
     primitives::BlockNumber,
 };
-use tracing::{error, info, warn};
 
 mod common;
 mod range_iterator;
@@ -295,7 +294,7 @@ impl<N: Network> Service<N> {
                 cmd = self.command_receiver.recv() => {
                     if let Some(command) = cmd {
                         if let Err(e) = self.handle_command(command).await {
-                            error!("Command handling error: {}", e);
+                            error!(error = %e, "Command handling error");
                             self.error_count += 1;
                         }
                     } else {
@@ -545,7 +544,7 @@ impl<N: Network> Service<N> {
         let common_ancestor = common_ancestor.header().number();
         info!(
             block_number = %tip_number,
-            hash = %tip.header().hash(),
+            hash = %alloy::network::primitives::HeaderResponse::hash(tip.header()),
             common_ancestor = %common_ancestor,
             "Reorg detected"
         );
diff --git a/src/block_range_scanner/common.rs b/src/block_range_scanner/common.rs
index cbaf6824..b290d3b3 100644
--- a/src/block_range_scanner/common.rs
+++ b/src/block_range_scanner/common.rs
@@ -13,7 +13,6 @@ use alloy::{
     network::{BlockResponse, Network},
     primitives::BlockNumber,
 };
-use tracing::{error, info, warn};
 
 #[allow(clippy::too_many_arguments)]
 pub(crate) async fn stream_live_blocks<N: Network>(
diff --git a/src/block_range_scanner/range_iterator.rs b/src/block_range_scanner/range_iterator.rs
index add17184..7116dc39 100644
--- a/src/block_range_scanner/range_iterator.rs
+++ b/src/block_range_scanner/range_iterator.rs
@@ -1,6 +1,5 @@
 use alloy::primitives::BlockNumber;
 use std::{marker::PhantomData, ops::RangeInclusive};
-use tracing::debug;
 
 pub struct Forward;
 pub struct Reverse;
diff --git a/src/block_range_scanner/reorg_handler.rs b/src/block_range_scanner/reorg_handler.rs
index 9fd12614..d092416d 100644
--- a/src/block_range_scanner/reorg_handler.rs
+++ b/src/block_range_scanner/reorg_handler.rs
@@ -4,7 +4,6 @@ use alloy::{
     network::{BlockResponse, Ethereum, Network, primitives::HeaderResponse},
     primitives::BlockHash,
 };
-use tracing::{info, warn};
 
 use crate::{
     ScannerError,
diff --git a/src/block_range_scanner/sync_handler.rs b/src/block_range_scanner/sync_handler.rs
index 3c0e371c..a9f4dcda 100644
--- a/src/block_range_scanner/sync_handler.rs
+++ b/src/block_range_scanner/sync_handler.rs
@@ -1,6 +1,5 @@
 use alloy::{eips::BlockId, network::Network, primitives::BlockNumber};
 use tokio::sync::mpsc;
-use tracing::{error, info};
 
 use crate::{
     Notification, ScannerError,
diff --git a/src/event_scanner/scanner/common.rs b/src/event_scanner/scanner/common.rs
index ea4afa56..3d94f089 100644
--- a/src/event_scanner/scanner/common.rs
+++ b/src/event_scanner/scanner/common.rs
@@ -20,7 +20,6 @@ use tokio::{
     task::JoinSet,
 };
 use tokio_stream::{Stream, wrappers::ReceiverStream};
-use tracing::{debug, error, info, trace, warn};
 
 #[derive(Copy, Clone, Debug)]
 pub(crate) enum ConsumerMode {
@@ -155,7 +154,7 @@ fn spawn_log_consumers_in_stream_mode<N: Network>(
                         break;
                     }
                     Err(RecvError::Lagged(skipped)) => {
-                        debug!("Channel lagged, skipped {skipped} messages");
+                        debug!(skipped_messages = skipped, "Channel lagged");
                     }
                 }
             }
@@ -301,7 +300,7 @@ fn spawn_log_consumers_in_collection_mode<N: Network>(
                         break;
                     }
                     Err(RecvError::Lagged(skipped)) => {
-                        debug!("Channel lagged, skipped {skipped} messages");
+                        debug!(skipped_messages = skipped, "Channel lagged");
                     }
                 }
             }
diff --git a/src/event_scanner/scanner/sync/from_latest.rs b/src/event_scanner/scanner/sync/from_latest.rs
index 3fdf9c80..5ce8f452 100644
--- a/src/event_scanner/scanner/sync/from_latest.rs
+++ b/src/event_scanner/scanner/sync/from_latest.rs
@@ -1,7 +1,5 @@
 use alloy::{eips::BlockNumberOrTag, network::Network};
 
-use tracing::{error, info};
-
 use crate::{
     EventScannerBuilder, ScannerError,
     event_scanner::{
diff --git a/src/lib.rs b/src/lib.rs
index e9c558c8..c4faff57 100644
--- a/src/lib.rs
+++ b/src/lib.rs
@@ -1,5 +1,7 @@
-pub mod block_range_scanner;
+#[macro_use]
+mod logging;
 
+pub mod block_range_scanner;
 pub mod robust_provider;
 #[cfg(any(test, feature = "test-utils"))]
 pub mod test_utils;
diff --git a/src/logging.rs b/src/logging.rs
new file mode 100644
index 00000000..246f35a2
--- /dev/null
+++ b/src/logging.rs
@@ -0,0 +1,104 @@
+#[cfg(feature = "tracing")]
+#[allow(unused_macros)]
+macro_rules! error {
+    ($($arg:tt)*) => {
+        tracing::error!($($arg)*)
+    };
+}
+
+#[cfg(not(feature = "tracing"))]
+#[allow(unused_macros)]
+macro_rules! error {
+    ($($arg:tt)*) => {
+        $crate::__trace_consume!($($arg)*)
+    };
+}
+
+#[cfg(feature = "tracing")]
+#[allow(unused_macros)]
+macro_rules! warn {
+    ($($arg:tt)*) => {
+        tracing::warn!($($arg)*)
+    };
+}
+
+#[cfg(not(feature = "tracing"))]
+#[allow(unused_macros)]
+macro_rules! warn {
+    ($($arg:tt)*) => {
+        $crate::__trace_consume!($($arg)*)
+    };
+}
+
+#[cfg(feature = "tracing")]
+#[allow(unused_macros)]
+macro_rules! info {
+    ($($arg:tt)*) => {
+        tracing::info!($($arg)*)
+    };
+}
+
+#[cfg(not(feature = "tracing"))]
+#[allow(unused_macros)]
+macro_rules! info {
+    ($($arg:tt)*) => {
+        $crate::__trace_consume!($($arg)*)
+    };
+}
+
+#[cfg(feature = "tracing")]
+#[allow(unused_macros)]
+macro_rules! debug {
+    ($($arg:tt)*) => {
+        tracing::debug!($($arg)*)
+    };
+}
+
+#[cfg(not(feature = "tracing"))]
+#[allow(unused_macros)]
+macro_rules! debug {
+    ($($arg:tt)*) => {
+        $crate::__trace_consume!($($arg)*)
+    };
+}
+
+#[cfg(feature = "tracing")]
+#[allow(unused_macros)]
+macro_rules! trace {
+    ($($arg:tt)*) => {
+        tracing::trace!($($arg)*)
+    };
+}
+
+#[cfg(not(feature = "tracing"))]
+#[allow(unused_macros)]
+macro_rules! trace {
+    ($($arg:tt)*) => {
+        $crate::__trace_consume!($($arg)*)
+    };
+}
+
+#[doc(hidden)]
+#[macro_export]
+#[cfg(not(feature = "tracing"))]
+#[allow(unused_macros)]
+macro_rules! __trace_consume {
+    // field = %expr, rest...
+    ($field:ident = % $value:expr, $($rest:tt)*) => {
+        { let _ = &$value; $crate::__trace_consume!($($rest)*); }
+    };
+    // field = ?expr, rest...
+    ($field:ident = ? $value:expr, $($rest:tt)*) => {
+        { let _ = &$value; $crate::__trace_consume!($($rest)*); }
+    };
+    // field = expr, rest...
+    ($field:ident = $value:expr, $($rest:tt)*) => {
+        { let _ = &$value; $crate::__trace_consume!($($rest)*); }
+    };
+    // String literal or other tokens - ignore
+    ($lit:literal $($rest:tt)*) => {
+        $crate::__trace_consume!($($rest)*)
+    };
+    // Base case - empty
+    () => {};
+}
diff --git a/src/robust_provider/provider.rs b/src/robust_provider/provider.rs
index 1fe17e08..87e5ab6f 100644
--- a/src/robust_provider/provider.rs
+++ b/src/robust_provider/provider.rs
@@ -12,7 +12,6 @@ use backon::{ExponentialBuilder, Retryable};
 use futures::TryFutureExt;
 use thiserror::Error;
 use tokio::time::{error as TokioError, timeout};
-use tracing::{error, info};
 
 use crate::robust_provider::RobustSubscription;
 
@@ -211,7 +210,7 @@ impl<N: Network> RobustProvider<N> {
     ///
     /// See [retry errors](#retry-errors).
     pub async fn get_latest_confirmed(&self, confirmations: u64) -> Result<u64, Error> {
-        info!("get_latest_confirmed called with confirmations={}", confirmations);
+        info!(configurations = confirmations, "get_latest_confirmed called");
         let latest_block = self.get_block_number().await?;
         let confirmed_block = latest_block.saturating_sub(confirmations);
         Ok(confirmed_block)
@@ -367,10 +366,13 @@ impl<N: Network> RobustProvider<N> {
         let fallback_providers = self.fallback_providers.iter().enumerate().skip(start_index);
         for (fallback_idx, provider) in fallback_providers {
             if require_pubsub && !Self::supports_pubsub(provider) {
-                info!("Fallback provider {} doesn't support pubsub, skipping", fallback_idx + 1);
+                info!(
+                    fallback_index = fallback_idx + 1,
+                    "Fallback provider doesn't support pubsub, skipping"
+                );
                 continue;
             }
-            info!("Attempting fallback provider {}/{}", fallback_idx + 1, num_fallbacks);
+            info!(fallback_index = fallback_idx + 1, "Attempting fallback provider");
 
             match self.try_provider_with_timeout(provider, &operation).await {
                 Ok(value) => {
@@ -407,7 +409,7 @@ impl<N: Network> RobustProvider<N> {
             (|| operation(provider.clone()))
                 .retry(retry_strategy)
                 .notify(|err: &RpcError<TransportErrorKind>, dur: Duration| {
-                    info!(error = %err, "RPC error retrying after {:?}", dur);
+                    info!(error = %err, duration_ms = dur.as_millis(), "RPC error retrying");
                 })
                 .sleep(tokio::time::sleep),
         )
diff --git a/src/robust_provider/subscription.rs b/src/robust_provider/subscription.rs
index 9fb173f9..a624ce6c 100644
--- a/src/robust_provider/subscription.rs
+++ b/src/robust_provider/subscription.rs
@@ -15,7 +15,6 @@ use thiserror::Error;
 use tokio::{sync::broadcast::error::RecvError, time::timeout};
 use tokio_stream::Stream;
 use tokio_util::sync::ReusableBoxFuture;
-use tracing::{error, info, warn};
 
 use crate::robust_provider::{RobustProvider, provider::CoreError};
 
diff --git a/src/types.rs b/src/types.rs
index 82e54a59..bad6b438 100644
--- a/src/types.rs
+++ b/src/types.rs
@@ -1,7 +1,6 @@
 use std::fmt::Debug;
 
 use tokio::sync::mpsc;
-use tracing::{info, warn};
 
 use crate::ScannerError;