Code Explainers

Intermediate code explainers

python
from functools import wraps
 
from django.core.cache import cache
from django.http import JsonResponse

Building a rate-limit decorator in Django

decorators rate limiting caching
Intermediate 7 steps
ruby
class WeightedSampler
  def initialize(weights)
    @entries = weights.to_a
    @total = @entries.sum { |_, w| w }

Weighted random sampling with binary search

weighted-sampling binary-search cumulative-sum
Intermediate 7 steps
go
package middleware
 
import (
	"strconv"

Instrumenting a Gin API with Prometheus

middleware observability metrics
Intermediate 6 steps
php
<?php
 
namespace App\Http\Requests;
 

How a Laravel FormRequest validates invoices

validation authorization form-request
Intermediate 6 steps
typescript
import { Controller, Get } from '@nestjs/common';
import {
  HealthCheck,
  HealthCheckService,

Liveness vs readiness probes in NestJS

health-checks dependency-injection observability
Intermediate 6 steps
java
@Service
public class PaymentGatewayClient {
 
    private static final Logger log = LoggerFactory.getLogger(PaymentGatewayClient.class);

Resilient payment calls in Spring

circuit breaker retry fault tolerance
Intermediate 7 steps
python
import os
import time
from pathlib import Path
 

Polling a directory for file changes in Python

polling filesystem set-operations
Intermediate 8 steps
ruby
class HealthController < ApplicationController
  skip_before_action :authenticate_user!, raise: false
  skip_forgery_protection
 

Building a health check endpoint in Rails

health-check monitoring error-handling
Intermediate 7 steps
php
<?php
 
namespace App\Config;
 

Writing a .env file loader in PHP

parsing environment-variables configuration
Intermediate 9 steps
java
@Target(ElementType.PARAMETER)
@Retention(RetentionPolicy.RUNTIME)
public @interface CurrentUser {
}

Injecting the current user in Spring MVC

annotations dependency-injection security
Intermediate 8 steps
rust
use axum::{extract::{Path, State}, http::StatusCode, Json};
use serde::Serialize;
use std::sync::Arc;
 

Concurrent dashboard aggregation in Axum

concurrency error-handling graceful-degradation
Intermediate 7 steps
javascript
'use client';
 
import { useOptimistic, useTransition } from 'react';
import { toggleLike } from '@/app/actions/likes';

Optimistic like buttons in Next.js

optimistic-ui react-hooks server-actions
Intermediate 7 steps
javascript
const express = require('express');
const router = express.Router();
 
router.get('/articles/:slug', async (req, res, next) => {

Content negotiation with res.format in Express

content-negotiation routing error-handling
Intermediate 9 steps
rust
use axum::{
    extract::{Path, State},
    http::{header, HeaderMap, StatusCode},
    response::{IntoResponse, Response},

Optimistic concurrency with ETags in Axum

optimistic-concurrency etag http-headers
Intermediate 8 steps
java
public final class TokenBucketRateLimiter {
 
    private final long capacity;
    private final double refillTokensPerNano;

How a token bucket rate limiter works

rate-limiting concurrency token-bucket
Intermediate 8 steps
go
package handlers
 
import (
	"net/http"

Struct-level validation for partial updates in Gin

validation struct-tags partial-update
Intermediate 7 steps
typescript
import {
  Controller,
  Post,
  Headers,

Verifying Stripe webhooks in NestJS

webhooks signature-verification event-handling
Intermediate 7 steps
javascript
function makeTableSorter(rows) {
  const state = { key: null, dir: 1 };
 
  const compareBy = (key) => (a, b) => {

Building a stateful table sorter in JavaScript

closures stable-sort comparators
Intermediate 7 steps