Code Explainers

Advanced code explainers

rust
use std::sync::Arc;
use std::time::Duration;
 
use axum::{

Long-polling with Axum and Tokio Notify

long-polling concurrency shared-state
Advanced 8 steps
typescript
type AsyncMethod = (...args: any[]) => Promise<any>;
 
function LogExecutionTime(thresholdMs = 0) {
  return function <T extends AsyncMethod>(

A method decorator that times async calls

decorators higher-order-functions async
Advanced 9 steps
ruby
class QueryProxy
  ALLOWED = %i[where limit offset order includes distinct].freeze
 
  def initialize(relation, operations = [])

Building a lazy query proxy in Ruby

metaprogramming method_missing lazy-evaluation
Advanced 7 steps
java
@Component
public class OrderRecoveryHandler {
 
    private final RabbitTemplate rabbitTemplate;

Dead-letter recovery with Spring AMQP

dead-letter-queue retry exponential-backoff
Advanced 9 steps
ruby
class Debouncer
  def initialize(delay:)
    @delay = delay
    @mutex = Mutex.new

A thread-safe debouncer in Ruby

concurrency debouncing mutex
Advanced 5 steps
javascript
import { forwardRef, useImperativeHandle, useRef, useState } from 'react';
 
const TextField = forwardRef(function TextField(
  { label, error, onChange, ...props },

Exposing an imperative handle in React

forwardref useimperativehandle refs
Advanced 8 steps
java
@Component
public class CorrelationIdWebFilter implements WebFilter, Ordered {
 
    public static final String CORRELATION_ID_HEADER = "X-Correlation-Id";

Correlation IDs in a Spring WebFlux filter

reactive web filter correlation id
Advanced 7 steps
ruby
class SyncContactsJob < ApplicationJob
  queue_as :external_api
 
  MAX_CONCURRENCY = 5

Rate-limited CRM sync in a Rails job

background-jobs rate-limiting redis
Advanced 9 steps
python
import threading
from functools import wraps
 
 

A thread-safe debounce decorator in Python

decorators debounce threading
Advanced 6 steps
ruby
class Admin::OrdersExportController < Admin::BaseController
  include ActionController::Live
 
  def show

Streaming a CSV export in Rails

streaming csv-export batching
Advanced 8 steps
javascript
const crypto = require('crypto');
 
function inMemoryCache({ maxAge = 60_000, maxEntries = 500 } = {}) {
  const store = new Map();

Building an in-memory cache middleware in Express

caching middleware etag
Advanced 10 steps
java
@Component
public class InventoryReconciliationJob {
 
    private static final Logger log = LoggerFactory.getLogger(InventoryReconciliationJob.class);

Distributed scheduled jobs with Spring locks

distributed-locking scheduling concurrency
Advanced 8 steps
typescript
import { AsyncLocalStorage } from 'node:async_hooks';
import { randomUUID } from 'node:crypto';
import { Injectable, NestMiddleware } from '@nestjs/common';
import { Request, Response, NextFunction } from 'express';

Request correlation IDs in NestJS with AsyncLocalStorage

async-local-storage middleware logging
Advanced 8 steps
rust
use axum::{
    extract::State,
    response::sse::{Event, KeepAlive, Sse},
};

Broadcasting live prices over SSE in Axum

server-sent-events broadcast-channel streams
Advanced 9 steps
typescript
@Component({
  selector: 'app-article-editor',
  templateUrl: './article-editor.component.html',
})

Autosaving a form with RxJS in Angular

reactive-forms rxjs-operators debouncing
Advanced 8 steps
rust
use std::any::{Any, TypeId};
use std::collections::HashMap;
 
pub trait Event: Any {

A type-safe event bus in Rust

type-erasure trait-objects downcasting
Advanced 8 steps
python
import json
import hashlib
from datetime import timedelta
 

Idempotent payment endpoints in FastAPI

idempotency redis distributed-locking
Advanced 9 steps
java
public class SlidingLogRateLimiter {
 
    private final int maxRequests;
    private final long windowMillis;

How a sliding-log rate limiter works

rate-limiting concurrency sliding-window
Advanced 8 steps