rust
use tracing::{info, instrument};

#[instrument]
fn process_request(user_id: u64) {
    info!(user_id, "Processing request");
    // Work happens here

tracing for structured logging and distributed tracing

rust observability tracing
by Marcus Chen 1 tab
rust
use tokio::time::{sleep, Duration};

#[tokio::main]
async fn main() {
    let fast = sleep(Duration::from_millis(50));
    let slow = sleep(Duration::from_millis(200));

tokio::select! for racing multiple async operations

rust async tokio
by Marcus Chen 1 tab
rust
use std::pin::Pin;
use std::future::Future;

async fn example() {
    println!("Example future");
}

Pin and Unpin for safe self-referential async futures

rust async pin
by Marcus Chen 1 tab
rust
macro_rules! create_function {
    ($func_name:ident) => {
        fn $func_name() {
            println!("Called {}", stringify!($func_name));
        }
    };

Declarative macros (macro_rules!) for code generation

rust macros metaprogramming
by Marcus Chen 1 tab
rust
struct Locked;
struct Unlocked;

struct Door<State> {
    _state: std::marker::PhantomData<State>,
}

Type state pattern for compile-time state machines

rust patterns type-safety
by Marcus Chen 1 tab
rust
pub struct Server {
    host: String,
    port: u16,
    workers: usize,
}

Builder pattern for complex struct initialization

rust patterns builder
by Marcus Chen 1 tab
rust
#[derive(Debug, Clone, Copy, PartialEq, Eq)]
struct UserId(u32);

#[derive(Debug, Clone, Copy, PartialEq, Eq)]
struct PostId(u32);

Newtype pattern for type-safe primitives

rust type-safety patterns
by Marcus Chen 1 tab
rust
use rayon::prelude::*;

fn main() {
    let numbers: Vec<_> = (0..1000).collect();

    let sum: i32 = numbers

Rayon for data parallelism with par_iter

rust parallelism rayon
by Marcus Chen 1 tab
rust
use std::sync::atomic::{AtomicUsize, Ordering};
use std::sync::Arc;
use std::thread;

fn main() {
    let counter = Arc::new(AtomicUsize::new(0));

Atomic operations for lock-free concurrency

rust concurrency atomics
by Marcus Chen 1 tab
rust
extern "C" {
    fn abs(input: i32) -> i32;
}

pub fn safe_abs(input: i32) -> i32 {
    unsafe { abs(input) }

Unsafe Rust for FFI and low-level optimizations

rust unsafe ffi
by Marcus Chen 1 tab
rust
use criterion::{black_box, criterion_group, criterion_main, Criterion};

fn fibonacci(n: u64) -> u64 {
    match n {
        0 => 1,
        1 => 1,

Criterion for benchmarking with statistical analysis

rust benchmarking performance
by Marcus Chen 1 tab
rust
use my_crate::add;

#[test]
fn test_public_api() {
    assert_eq!(add(3, 4), 7);
}

Integration tests in tests/ directory

rust testing integration
by Marcus Chen 1 tab