Ktor vs Spring Boot 2026 — Which Kotlin Backend Framework?

You want to build a backend with Kotlin. Smart choice. But now comes the next question: Ktor or Spring Boot? Both are excellent frameworks. Both support Kotlin. But they have fundamentally different philosophies. Ktor is lightweight, modular, and Kotlin-native. You start with nothing and add only what you need. Spring Boot is full-featured and batteries-included. You start with everything and configure what you want. Let’s compare them across every dimension that matters. ...

July 17, 2026 · 9 min

Regex Cheat Sheet 2026 — Patterns, Quantifiers, and Examples

Bookmark this page. Use Ctrl+F (or Cmd+F on Mac) to find what you need. This cheat sheet covers regex patterns that work in most languages (JavaScript, Python, Java, Rust, Go). Test your patterns at regex101.com. Last updated: March 2026 Basic Patterns Pattern Matches Example abc Literal text “abc” abc matches “abcdef” . Any character (except newline) a.c matches “abc”, “a1c” ^ Start of string/line ^Hello matches “Hello world” $ End of string/line world$ matches “Hello world” \ Escape special character \. matches a literal dot Character Classes Pattern Matches [abc] a, b, or c [a-z] Any lowercase letter [A-Z] Any uppercase letter [0-9] Any digit [a-zA-Z0-9] Any letter or digit [^abc] NOT a, b, or c [^0-9] NOT a digit Shorthand Classes Pattern Matches Equivalent \d Any digit [0-9] \D NOT a digit [^0-9] \w Word character [a-zA-Z0-9_] \W NOT a word character [^a-zA-Z0-9_] \s Whitespace [ \t\n\r\f] \S NOT whitespace [^ \t\n\r\f] \b Word boundary Between \w and \W \B NOT a word boundary Quantifiers Pattern Meaning Example a* 0 or more bo* matches “b”, “bo”, “boooo” a+ 1 or more bo+ matches “bo”, “boooo” (not “b”) a? 0 or 1 (optional) colou?r matches “color”, “colour” a{3} Exactly 3 \d{3} matches “123” a{2,4} 2 to 4 \d{2,4} matches “12”, “123”, “1234” a{2,} 2 or more \d{2,} matches “12”, “12345” Greedy vs Lazy Greedy (default): .* matches as MUCH as possible Lazy (add ?): .*? matches as LITTLE as possible Text: <div>hello</div><div>world</div> Greedy: <.*> matches "<div>hello</div><div>world</div>" Lazy: <.*?> matches "<div>" Groups and Capturing Pattern Description (abc) Capture group — matches “abc” and captures it (?:abc) Non-capturing group — matches but does not capture (a|b) Alternation — matches “a” OR “b” \1 Back-reference — matches same text as group 1 Pattern: (\w+)\s+\1 Text: "the the quick brown fox" Matches: "the the" (repeated word) Named Groups Pattern: (?<year>\d{4})-(?<month>\d{2})-(?<day>\d{2}) Text: "2026-03-15" Groups: year=2026, month=03, day=15 Lookahead and Lookbehind Pattern Name Description (?=abc) Positive lookahead Followed by “abc” (?!abc) Negative lookahead NOT followed by “abc” (?<=abc) Positive lookbehind Preceded by “abc” (?<!abc) Negative lookbehind NOT preceded by “abc” Lookaround does NOT consume characters — it only checks. ...

July 17, 2026 · 4 min

Kubernetes Tutorial #7: Helm Charts — The Kubernetes Package Manager

A production Kubernetes application quickly grows into dozens of YAML files: Deployments, Services, ConfigMaps, Secrets, Ingress rules, RBAC roles, and more. Managing all of these manually is error-prone. Different environments (dev, staging, production) need different values. Sharing your app with others means sending them a bundle of raw YAML. Helm solves this. It is the package manager for Kubernetes — think npm for Node.js or apt for Ubuntu, but for Kubernetes applications. ...

July 16, 2026 · 5 min

Compose Multiplatform vs Flutter 2026 — Which Cross-Platform Framework?

Two frameworks, one promise: build apps for multiple platforms from a single codebase. Flutter has been the cross-platform leader since 2018. It renders everything with its own engine and runs on mobile, web, and desktop. Compose Multiplatform is JetBrains’ answer — bringing Jetpack Compose beyond Android to iOS, desktop, and web. It reached stable for iOS in 2024. Which should you choose in 2026? Let’s compare them honestly. Quick Summary Category Winner UI performance (mobile) Tie Native feel (iOS) Compose Multiplatform Platform coverage Flutter Web support Flutter Desktop support Compose Multiplatform Learning curve Flutter Ecosystem maturity Flutter Language quality Compose Multiplatform (Kotlin) Android development Compose Multiplatform iOS development Flutter (more mature) Code sharing Tie Job market Flutter What Is Compose Multiplatform? Compose Multiplatform is a declarative UI framework by JetBrains. It extends Google’s Jetpack Compose (Android’s native UI toolkit) to work on iOS, desktop (Windows, macOS, Linux), and web. ...

July 16, 2026 · 10 min

Markdown Cheat Sheet 2026 — Syntax and Formatting Guide

Bookmark this page. Use Ctrl+F (or Cmd+F on Mac) to find what you need. This cheat sheet covers standard Markdown and GitHub-flavored extensions. Try examples at markdownlivepreview.com. Last updated: March 2026 Headings # Heading 1 ## Heading 2 ### Heading 3 #### Heading 4 ##### Heading 5 ###### Heading 6 Text Formatting Markdown Result **bold** bold *italic* italic ***bold and italic*** bold and italic ~~strikethrough~~ strikethrough `inline code` inline code > blockquote blockquote Links and Images [Link text](https://example.com) [Link with title](https://example.com "Hover text") <https://example.com> <!-- auto-link --> ![Alt text](image.png) ![Alt text](image.png "Image title") [![Clickable image](image.png)](https://example.com) <!-- Reference-style links --> [Read more][1] [1]: https://example.com Lists <!-- Unordered --> - Item one - Item two - Nested item - Another nested <!-- Ordered --> 1. First 2. Second 3. Third <!-- Task list (GitHub) --> - [x] Completed task - [ ] Incomplete task - [ ] Another task Code Inline: `const x = 42;` Code block with language: ```javascript function greet(name) { return `Hello ${name}`; } ``` Code block without language: ``` plain text here ``` Supported Languages for Syntax Highlighting javascript, typescript, python, rust, kotlin, java, go, bash, sql, html, css, json, yaml, toml, markdown, diff, dockerfile ...

July 16, 2026 · 3 min

Rust vs Go 2026 — Performance vs Simplicity

Rust and Go are two of the fastest-growing programming languages. Both were designed to solve real problems with existing languages. But they made very different tradeoffs. Go chose simplicity. Fast compilation, easy concurrency, minimal syntax. Ship code quickly. Rust chose safety and performance. Zero-cost abstractions, memory safety without garbage collection, fearless concurrency. Ship correct code. This guide compares them in depth so you can choose the right tool for your project. ...

July 15, 2026 · 9 min

Kubernetes Tutorial #6: Ingress and Gateway API — The 2026 Reality

Your Kubernetes app is running. Services expose it inside the cluster. But how does external traffic reach it? This used to be solved by Kubernetes Ingress and the popular ingress-nginx controller. But in March 2026, ingress-nginx moved to maintenance-only mode. No new features. Best-effort support only. If you are starting a new project today, use the Kubernetes Gateway API instead. It is the official, actively developed successor — built by the same SIG Network team that built Ingress. ...

July 15, 2026 · 6 min

JavaScript/TypeScript Cheat Sheet 2026 — Syntax, Types, and Patterns

Bookmark this page. Use Ctrl+F (or Cmd+F on Mac) to find what you need. This cheat sheet covers modern JavaScript (ES6+) and TypeScript essentials. Try examples at typescriptlang.org/play. Last updated: March 2026 Variables const name = "Alex"; // constant — cannot reassign let count = 0; // block-scoped — can reassign // var — avoid (function-scoped, hoisted, error-prone) TypeScript Types // Basic types let name: string = "Alex"; let age: number = 25; let active: boolean = true; let items: string[] = ["a", "b"]; let tuple: [string, number] = ["Alex", 25]; let anything: any = "skip type checking"; // avoid let safe: unknown = "must check before use"; // safer than any // Type inference — no annotation needed when obvious const name = "Alex"; // TypeScript infers string // Union types let id: string | number = "abc"; // Literal types type Direction = "north" | "south" | "east" | "west"; // Interfaces interface User { name: string; age: number; email?: string; // optional readonly id: number; // cannot modify after creation } // Type aliases type Point = { x: number; y: number }; type StringOrNumber = string | number; // Generics function first<T>(items: T[]): T | undefined { return items[0]; } Utility Types Type Description Example Partial<T> All properties optional Partial<User> Required<T> All properties required Required<User> Pick<T, K> Select properties Pick<User, "name" | "email"> Omit<T, K> Remove properties Omit<User, "id"> Record<K, V> Key-value map type Record<string, number> Readonly<T> All properties readonly Readonly<User> ReturnType<F> Function return type ReturnType<typeof fn> Parameters<F> Function parameter types Parameters<typeof fn> Functions // Arrow function const greet = (name: string): string => `Hello ${name}`; // Default parameters const greet = (name = "World") => `Hello ${name}`; // Rest parameters const sum = (...nums: number[]) => nums.reduce((a, b) => a + b, 0); // Destructured parameters const greet = ({ name, age }: User) => `${name}, ${age}`; // Function overloads (TypeScript) function format(value: string): string; function format(value: number): string; function format(value: string | number): string { return String(value); } Strings const name = "Alex"; `Hello ${name}` // template literal `Total: ${price * 1.2}` // expression `Line 1 Line 2` // multi-line "hello".toUpperCase() // "HELLO" "hello".includes("ell") // true "hello".startsWith("he") // true "hello world".split(" ") // ["hello", "world"] " hello ".trim() // "hello" "hello".padStart(10, ".") // ".....hello" "hello".repeat(3) // "hellohellohello" "hello".at(-1) // "o" (last char) "hello".replaceAll("l", "r") // "herro" Arrays const nums = [1, 2, 3, 4, 5]; // Transform nums.map(x => x * 2) // [2, 4, 6, 8, 10] nums.filter(x => x > 2) // [3, 4, 5] nums.reduce((sum, x) => sum + x, 0) // 15 [1, [2, 3], [4, 5]].flat() // flatten nested arrays: [1, 2, 3, 4, 5] nums.flatMap(x => [x, x * 10]) // [1, 10, 2, 20, ...] // Search nums.find(x => x > 3) // 4 nums.findIndex(x => x > 3) // 3 nums.includes(3) // true nums.some(x => x > 4) // true nums.every(x => x > 0) // true nums.indexOf(3) // 2 // Modify nums.push(6) // add to end nums.pop() // remove from end nums.unshift(0) // add to start nums.shift() // remove from start nums.splice(1, 2) // remove 2 items at index 1 nums.slice(1, 3) // [2, 3] (no mutation) // Sort nums.sort((a, b) => a - b) // ascending (MUTATES original!) nums.sort((a, b) => b - a) // descending (MUTATES original!) nums.toSorted((a, b) => a - b) // new sorted array (no mutation, ES2023+) nums.toReversed() // new reversed array // Create Array.from({ length: 5 }, (_, i) => i) // [0, 1, 2, 3, 4] Array.from("hello") // ["h", "e", "l", "l", "o"] [...new Set(nums)] // remove duplicates Objects // Destructuring const { name, age } = user; const { name, ...rest } = user; // rest = everything except name // Spread const updated = { ...user, age: 26 }; // clone + update const merged = { ...obj1, ...obj2 }; // merge // Computed property names const key = "name"; const obj = { [key]: "Alex" }; // { name: "Alex" } // Optional chaining user?.address?.city // undefined if any is null/undefined user?.getName?.() // call method if it exists // Nullish coalescing const name = user.name ?? "Unknown"; // "Unknown" only if null/undefined // Unlike ||, does NOT fall back on "" or 0 or false // Logical assignment operators (ES2021) x ??= 10; // x = x ?? 10 (assign if null/undefined) x &&= 10; // x = x && 10 (assign if truthy) x ||= 10; // x = x || 10 (assign if falsy) // Object methods Object.keys(obj) // ["name", "age"] Object.values(obj) // ["Alex", 25] Object.entries(obj) // [["name", "Alex"], ["age", 25]] Object.fromEntries(entries) // back to object Object.assign({}, obj1, obj2) // merge (older syntax) Async/Await // Async function async function fetchUser(id: number): Promise<User> { const response = await fetch(`/api/users/${id}`); if (!response.ok) throw new Error("Failed to fetch"); return response.json(); } // Error handling try { const user = await fetchUser(1); } catch (error) { console.error("Error:", error); } // Parallel execution const [users, posts] = await Promise.all([ fetchUsers(), fetchPosts() ]); // Race — first to resolve wins const result = await Promise.race([fetchData(), timeout(5000)]); // Promise.allSettled — wait for all, never rejects const results = await Promise.allSettled([fetchA(), fetchB()]); results.forEach(r => { if (r.status === "fulfilled") console.log(r.value); if (r.status === "rejected") console.log(r.reason); }); Modules // Named exports export const API_URL = "https://api.example.com"; export function fetchData() { } // Default export export default class UserService { } // Import import UserService from "./user-service"; import { API_URL, fetchData } from "./api"; import * as api from "./api"; // Dynamic import (lazy loading) const module = await import("./heavy-module"); Classes (TypeScript) class User { private id: number; public name: string; readonly email: string; constructor(id: number, name: string, email: string) { this.id = id; this.name = name; this.email = email; } // Shorthand constructor // constructor(private id: number, public name: string) {} greet(): string { return `Hi, I'm ${this.name}`; } } // Abstract class abstract class Shape { abstract area(): number; } class Circle extends Shape { constructor(private radius: number) { super(); } area(): number { return Math.PI * this.radius ** 2; } } Type Guards (TypeScript) // typeof if (typeof value === "string") { value.toUpperCase(); // TypeScript knows it's string } // instanceof if (error instanceof TypeError) { error.message; // TypeScript knows it's TypeError } // Custom type guard function isUser(obj: unknown): obj is User { return ( typeof obj === "object" && obj !== null && "name" in obj && "age" in obj && "id" in obj ); } // Discriminated union type Result = | { status: "success"; data: string } | { status: "error"; message: string }; function handle(result: Result) { if (result.status === "success") { result.data; // TypeScript knows data exists } } Modern TypeScript Features // satisfies — validate type without widening const config = { port: 3000, host: "localhost" } satisfies Record<string, string | number>; // config.port is still number (not string | number) // as const — immutable literal type const COLORS = ["red", "green", "blue"] as const; type Color = typeof COLORS[number]; // "red" | "green" | "blue" // template literal types type EventName = `on${Capitalize<string>}`; // "onClick", "onHover", etc. Common Mistakes == vs === — == does type coercion ("1" == 1 is true). Always use === for strict equality. The only exception: value == null checks both null and undefined. ...

July 15, 2026 · 7 min

Kubernetes Tutorial #5: Persistent Volumes and Storage in Kubernetes

Pods are ephemeral. When a Pod is deleted or rescheduled to a different node, all data written inside it is gone. This is fine for stateless apps. But databases, file uploads, and cache data need to survive Pod restarts. That is what Persistent Volumes are for. The Problem with Pod Storage By default, a container’s filesystem lives only as long as the container lives. When the container stops, the data disappears. ...

July 14, 2026 · 7 min

Kotlin vs Java 2026 — Which Should You Learn?

Kotlin or Java? This is one of the most common questions developers ask in 2026. Both languages run on the JVM. Both are used for Android, backend, and enterprise development. But they have very different philosophies. This guide compares them honestly so you can make the right choice for your career and projects. Quick Summary Category Winner Syntax and readability Kotlin Null safety Kotlin Performance Tie Learning curve (beginners) Java Learning curve (experienced) Kotlin Android development Kotlin Enterprise backend Java Job market size Java Salary per role Kotlin Community and ecosystem Java Modern language features Kotlin Tooling Tie What Is Kotlin? Kotlin is a modern, statically-typed language developed by JetBrains. It was released in 2016 and became Google’s preferred language for Android in 2019. ...

July 14, 2026 · 10 min