diff --git a/rust/flyrs/Cargo.lock b/rust/flyrs/Cargo.lock
index 33f3fafb6c..a12b2131c2 100644
--- a/rust/flyrs/Cargo.lock
+++ b/rust/flyrs/Cargo.lock
@@ -17,15 +17,6 @@ version = "1.0.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "f26201604c87b1e01bd3d98f8d5d9a8fcbb815e8cedb41ffccbeb4bf593a35fe"
 
-[[package]]
-name = "aho-corasick"
-version = "1.1.3"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8e60d3430d3a69478ad0993f19238d2df97c507009a52b3c10addcd7f6bcb916"
-dependencies = [
- "memchr",
-]
-
 [[package]]
 name = "android-tzdata"
 version = "0.1.1"
@@ -226,7 +217,7 @@ dependencies = [
  "anstream",
  "anstyle",
  "clap_lex",
- "strsim 0.11.0",
+ "strsim",
 ]
 
 [[package]]
@@ -283,41 +274,6 @@ version = "0.8.19"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "248e3bacc7dc6baa3b21e405ee045c3047101a49145e7e9eca583ab4c2ca5345"
 
-[[package]]
-name = "darling"
-version = "0.10.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0d706e75d87e35569db781a9b5e2416cff1236a47ed380831f959382ccd5f858"
-dependencies = [
- "darling_core",
- "darling_macro",
-]
-
-[[package]]
-name = "darling_core"
-version = "0.10.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f0c960ae2da4de88a91b2d920c2a7233b400bc33cb28453a2987822d8392519b"
-dependencies = [
- "fnv",
- "ident_case",
- "proc-macro2",
- "quote",
- "strsim 0.9.3",
- "syn 1.0.109",
-]
-
-[[package]]
-name = "darling_macro"
-version = "0.10.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d9b5a2f4ac4969822c62224815d069952656cadc7084fdca9751e6d959189b72"
-dependencies = [
- "darling_core",
- "quote",
- "syn 1.0.109",
-]
-
 [[package]]
 name = "doc-comment"
 version = "0.3.3"
@@ -330,29 +286,6 @@ version = "1.10.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "11157ac094ffbdde99aa67b23417ebdd801842852b500e395a45a9c0aac03e4a"
 
-[[package]]
-name = "env_filter"
-version = "0.1.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a009aa4810eb158359dda09d0c87378e4bbb89b5a801f016885a4707ba24f7ea"
-dependencies = [
- "log",
- "regex",
-]
-
-[[package]]
-name = "env_logger"
-version = "0.11.3"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "38b35839ba51819680ba087cd351788c9a3c476841207e0b8cee0b04722343b9"
-dependencies = [
- "anstream",
- "anstyle",
- "env_filter",
- "humantime",
- "log",
-]
-
 [[package]]
 name = "errno"
 version = "0.3.8"
@@ -414,26 +347,19 @@ dependencies = [
  "async-channel",
  "bincode",
  "clap",
- "env_logger",
  "flate2",
  "futures",
- "log",
- "log-derive",
  "object_store",
  "pyo3",
  "serde",
  "tar",
  "tokio",
  "tokio-util",
+ "tracing",
+ "tracing-subscriber",
  "url",
 ]
 
-[[package]]
-name = "fnv"
-version = "1.0.7"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3f9eec918d3f24069decb9af1554cad7c880e2da24a9afd88aca000531ab82c1"
-
 [[package]]
 name = "form_urlencoded"
 version = "1.2.1"
@@ -579,12 +505,6 @@ dependencies = [
  "cc",
 ]
 
-[[package]]
-name = "ident_case"
-version = "1.0.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b9e0384b61958566e926dc50660321d12159025e767c18e043daf26b70104c39"
-
 [[package]]
 name = "idna"
 version = "0.5.0"
@@ -619,6 +539,12 @@ dependencies = [
  "wasm-bindgen",
 ]
 
+[[package]]
+name = "lazy_static"
+version = "1.4.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e2abad23fbc42b3700f2f279844dc832adb2b2eb069b2df918f455c4e18cc646"
+
 [[package]]
 name = "libc"
 version = "0.2.153"
@@ -647,18 +573,6 @@ version = "0.4.21"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "90ed8c1e510134f979dbc4f070f87d4313098b704861a105fe34231c70a3901c"
 
-[[package]]
-name = "log-derive"
-version = "0.4.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6a42526bb432bcd1b43571d5f163984effa25409a29f1a3242a54d0577d55bcf"
-dependencies = [
- "darling",
- "proc-macro2",
- "quote",
- "syn 1.0.109",
-]
-
 [[package]]
 name = "memchr"
 version = "2.7.1"
@@ -694,6 +608,16 @@ dependencies = [
  "windows-sys 0.48.0",
 ]
 
+[[package]]
+name = "nu-ansi-term"
+version = "0.46.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "77a8165726e8236064dbb45459242600304b42a5ea24ee2948e18e023bf7ba84"
+dependencies = [
+ "overload",
+ "winapi",
+]
+
 [[package]]
 name = "num-traits"
 version = "0.2.18"
@@ -749,6 +673,12 @@ version = "1.19.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "3fdb12b2476b595f9358c5161aa467c2438859caa136dec86c26fdd2efe17b92"
 
+[[package]]
+name = "overload"
+version = "0.1.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "b15813163c1d831bf4a13c3610c05c0d03b39feb07f7e09fa234dac9b15aaf39"
+
 [[package]]
 name = "parking"
 version = "2.2.0"
@@ -892,35 +822,6 @@ dependencies = [
  "bitflags 1.3.2",
 ]
 
-[[package]]
-name = "regex"
-version = "1.10.4"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c117dbdfde9c8308975b6a18d71f3f385c89461f7b3fb054288ecf2a2058ba4c"
-dependencies = [
- "aho-corasick",
- "memchr",
- "regex-automata",
- "regex-syntax",
-]
-
-[[package]]
-name = "regex-automata"
-version = "0.4.6"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "86b83b8b9847f9bf95ef68afb0b8e6cdb80f498442f5179a29fad448fcc1eaea"
-dependencies = [
- "aho-corasick",
- "memchr",
- "regex-syntax",
-]
-
-[[package]]
-name = "regex-syntax"
-version = "0.8.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c08c74e62047bb2de4ff487b251e4a92e24f48745648451635cec7d591162d9f"
-
 [[package]]
 name = "rustc-demangle"
 version = "0.1.23"
@@ -975,6 +876,15 @@ dependencies = [
  "syn 2.0.52",
 ]
 
+[[package]]
+name = "sharded-slab"
+version = "0.1.7"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f40ca3c46823713e0d4209592e8d6e826aa57e928f09752619fc696c499637f6"
+dependencies = [
+ "lazy_static",
+]
+
 [[package]]
 name = "signal-hook-registry"
 version = "1.4.1"
@@ -1031,12 +941,6 @@ dependencies = [
  "windows-sys 0.52.0",
 ]
 
-[[package]]
-name = "strsim"
-version = "0.9.3"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6446ced80d6c486436db5c078dde11a9f73d42b57fb273121e160b84f63d894c"
-
 [[package]]
 name = "strsim"
 version = "0.11.0"
@@ -1082,6 +986,16 @@ version = "0.12.14"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "e1fc403891a21bcfb7c37834ba66a547a8f402146eba7265b5a6d88059c9ff2f"
 
+[[package]]
+name = "thread_local"
+version = "1.1.8"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8b9ef9bad013ada3808854ceac7b46812a6465ba368859a37e2100283d2d719c"
+dependencies = [
+ "cfg-if",
+ "once_cell",
+]
+
 [[package]]
 name = "tinyvec"
 version = "1.6.0"
@@ -1169,6 +1083,32 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "c06d3da6113f116aaee68e4d601191614c9053067f9ab7f6edbcb161237daa54"
 dependencies = [
  "once_cell",
+ "valuable",
+]
+
+[[package]]
+name = "tracing-log"
+version = "0.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ee855f1f400bd0e5c02d150ae5de3840039a3f54b025156404e34c23c03f47c3"
+dependencies = [
+ "log",
+ "once_cell",
+ "tracing-core",
+]
+
+[[package]]
+name = "tracing-subscriber"
+version = "0.3.18"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ad0f048c97dbd9faa9b7df56362b8ebcaa52adb06b498c050d2f4e32f90a7a8b"
+dependencies = [
+ "nu-ansi-term",
+ "sharded-slab",
+ "smallvec",
+ "thread_local",
+ "tracing-core",
+ "tracing-log",
 ]
 
 [[package]]
@@ -1215,6 +1155,12 @@ version = "0.2.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "711b9620af191e0cdc7468a8d14e709c3dcdb115b36f838e601583af800a370a"
 
+[[package]]
+name = "valuable"
+version = "0.1.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "830b7e5d4d90034032940e4ace0d9a9a057e7a45cd94e6c007832e39edb82f6d"
+
 [[package]]
 name = "virtue"
 version = "0.0.13"
diff --git a/rust/flyrs/Cargo.toml b/rust/flyrs/Cargo.toml
index b0a1c92bb6..ab33c9f4a4 100644
--- a/rust/flyrs/Cargo.toml
+++ b/rust/flyrs/Cargo.toml
@@ -19,6 +19,5 @@ object_store = "0.9.1"
 url = "2.5.0"
 flate2 = "1.0.28"
 tar = "0.4.40"
-log = "0.4.21"
-log-derive = "0.4.1"
-env_logger = "0.11.3"
+tracing = "0.1.40"
+tracing-subscriber = "0.3.18"
diff --git a/rust/flyrs/src/distribution.rs b/rust/flyrs/src/distribution.rs
index e852e49e22..e0b3eb8995 100644
--- a/rust/flyrs/src/distribution.rs
+++ b/rust/flyrs/src/distribution.rs
@@ -1,13 +1,11 @@
 use flate2::read::GzDecoder;
-use log_derive::{logfn, logfn_inputs};
 use object_store;
 use object_store::{ObjectStore, parse_url};
 use object_store::path::Path;
 use tar::Archive;
 use url::Url;
 
-#[logfn_inputs(Info, fmt = "Downloading distribution from {} to {}")]
-#[logfn(ok = "INFO", err = "ERROR")]
+#[tracing::instrument(err)]
 pub async fn download_unarchive_distribution(src: &Url, dst: &String) -> Result<(), Box<dyn std::error::Error>> {
     // Uses the object_store crate to download the distribution from the source to the destination path and untar and unzip it
     // The source is a URL to the distribution
diff --git a/rust/flyrs/src/executor.rs b/rust/flyrs/src/executor.rs
index 828bf251b8..b261918800 100644
--- a/rust/flyrs/src/executor.rs
+++ b/rust/flyrs/src/executor.rs
@@ -1,10 +1,8 @@
 use std::fmt::{Display, Formatter};
 
 use clap::Parser;
-use log::{debug, info, log_enabled};
-use log::Level::Debug;
-use log_derive::{logfn, logfn_inputs};
 use pyo3::prelude::*;
+use tracing::{debug, info, Level};
 
 use distribution::download_unarchive_distribution;
 
@@ -58,7 +56,7 @@ impl Display for ExecutorArgs {
 // ):
 
 fn debug_python_setup(py: Python) {
-    if log_enabled!(Debug) {
+    if tracing::enabled!(tracing::Level::DEBUG) {
         let sys = PyModule::import_bound(py, "sys").unwrap();
         let path = sys.getattr("path").unwrap();
         let version = sys.getattr("version").unwrap();
@@ -70,8 +68,7 @@ fn debug_python_setup(py: Python) {
     }
 }
 
-#[logfn_inputs(Info, fmt = "Invoking task with {}")]
-#[logfn(ok = "INFO", err = "ERROR")]
+#[tracing::instrument(err)]
 pub async fn execute_task(args: &ExecutorArgs) -> Result<(), Box<dyn std::error::Error>>{
     pyo3::prepare_freethreaded_python();
     let _ = Python::with_gil(|py| -> Result<(), Box<dyn std::error::Error>> {
@@ -111,8 +108,7 @@ pub async fn execute_task(args: &ExecutorArgs) -> Result<(), Box<dyn std::error:
 
 }
 
-#[logfn_inputs(Info, fmt = "Executor invoked with args{}")]
-#[logfn(ok = "INFO", err = "ERROR")]
+#[tracing::instrument(level = Level::DEBUG, err)]
 pub async fn run(executor_args: &ExecutorArgs) -> Result<(), Box<dyn std::error::Error>> {
     if executor_args.dynamic_addl_distro.is_some() {
         info!("Found Dynamic distro {:?}", executor_args.dynamic_addl_distro);
diff --git a/rust/flyrs/src/main.rs b/rust/flyrs/src/main.rs
index 2bc51b5bc5..1747015603 100644
--- a/rust/flyrs/src/main.rs
+++ b/rust/flyrs/src/main.rs
@@ -1,8 +1,8 @@
 use clap::Parser;
-use log::info;
+use tracing::info;
 use tokio;
 use tokio::runtime::Builder;
-use env_logger::Env;
+use tracing_subscriber;
 
 mod executor;
 mod distribution;
@@ -10,11 +10,7 @@ mod distribution;
 
 fn main() -> Result<(), Box<dyn std::error::Error>> {
 
-    let env = Env::default()
-        .filter_or("FLYRS_LOG_LEVEL", "trace")
-        .write_style_or("FLYRS_LOG_STYLE", "always");
-
-    env_logger::init_from_env(env);
+    tracing_subscriber::fmt::init();
 
     let args = executor::ExecutorArgs::parse();