diff --git a/Cargo.lock b/Cargo.lock
index b4734a98d5e..71c270dfc4d 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -2244,6 +2244,7 @@ dependencies = [
  "sentry-contexts",
  "sentry-core",
  "sentry-panic",
+ "sentry-tracing",
  "tokio",
 ]
 
@@ -2298,6 +2299,17 @@ dependencies = [
  "sentry-core",
 ]
 
+[[package]]
+name = "sentry-tracing"
+version = "0.23.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d291df287241b0ef97f5bf9e9a595691ef8dfb49bc6acfd55b9dc2ade681f1c9"
+dependencies = [
+ "sentry-core",
+ "tracing-core",
+ "tracing-subscriber",
+]
+
 [[package]]
 name = "sentry-types"
 version = "0.23.0"
diff --git a/Cargo.toml b/Cargo.toml
index f1e273f22fc..88e00018e56 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -73,7 +73,7 @@ rand = "0.8"
 reqwest = { version = "0.11", features = ["blocking", "gzip", "json"] }
 scheduled-thread-pool = "0.2.0"
 semver = { version = "1.0.3", features = ["serde"] }
-sentry = "0.23.0"
+sentry = { version = "0.23.0", features = ["tracing"] }
 serde = { version = "1.0.0", features = ["derive"] }
 serde_json = "1.0.0"
 sha2 = "0.9"
diff --git a/src/bin/server.rs b/src/bin/server.rs
index 1d69c17a834..bc9cc68340a 100644
--- a/src/bin/server.rs
+++ b/src/bin/server.rs
@@ -1,7 +1,7 @@
 #![warn(clippy::all, rust_2018_idioms)]
 
 use cargo_registry::{metrics::LogEncoder, util::errors::AppResult, App, Env};
-use std::{fs::File, process::Command, sync::Arc, time::Duration};
+use std::{env, fs::File, process::Command, sync::Arc, time::Duration};
 
 use conduit_hyper::Service;
 use futures_util::future::FutureExt;
@@ -10,6 +10,8 @@ use reqwest::blocking::Client;
 use std::io::Write;
 use tokio::io::AsyncWriteExt;
 use tokio::signal::unix::{signal, SignalKind};
+use tracing::Level;
+use tracing_subscriber::{filter, prelude::*};
 
 const CORE_THREADS: usize = 4;
 
@@ -17,7 +19,18 @@ fn main() -> Result<(), Box<dyn std::error::Error>> {
     let _sentry = cargo_registry::sentry::init();
 
     // Initialize logging
-    tracing_subscriber::fmt::init();
+
+    let log_filter = env::var("RUST_LOG")
+        .unwrap_or_default()
+        .parse::<filter::Targets>()
+        .expect("Invalid RUST_LOG value");
+
+    let sentry_filter = filter::Targets::new().with_default(Level::INFO);
+
+    tracing_subscriber::registry()
+        .with(tracing_subscriber::fmt::layer().with_filter(log_filter))
+        .with(sentry::integrations::tracing::layer().with_filter(sentry_filter))
+        .init();
 
     let config = cargo_registry::config::Server::default();
     let env = config.env();