惯性聚合 高效追踪和阅读你感兴趣的博客、新闻、科技资讯
阅读原文 在惯性聚合中打开

推荐订阅源

博客园_首页
T
Threat Research - Cisco Blogs
GbyAI
GbyAI
Y
Y Combinator Blog
美团技术团队
Cyber Security Advisories - MS-ISAC
Cyber Security Advisories - MS-ISAC
博客园 - 【当耐特】
S
SegmentFault 最新的问题
IT之家
IT之家
Recent Announcements
Recent Announcements
钛媒体:引领未来商业与生活新知
钛媒体:引领未来商业与生活新知
阮一峰的网络日志
阮一峰的网络日志
T
The Blog of Author Tim Ferriss
Martin Fowler
Martin Fowler
Microsoft Azure Blog
Microsoft Azure Blog
V
Visual Studio Blog
freeCodeCamp Programming Tutorials: Python, JavaScript, Git & More
U
Unit 42
WordPress大学
WordPress大学
博客园 - Franky
L
LangChain Blog
人人都是产品经理
人人都是产品经理
小众软件
小众软件
博客园 - 叶小钗
罗磊的独立博客
酷 壳 – CoolShell
酷 壳 – CoolShell
大猫的无限游戏
大猫的无限游戏
云风的 BLOG
云风的 BLOG
Vercel News
Vercel News
雷峰网
雷峰网
腾讯CDC
Google DeepMind News
Google DeepMind News
博客园 - 三生石上(FineUI控件)
CTFtime.org: upcoming CTF events
CTFtime.org: upcoming CTF events
Help Net Security
Help Net Security
C
Check Point Blog
Hacker News - Newest:
Hacker News - Newest: "LLM"
N
News and Events Feed by Topic
V2EX - 技术
V2EX - 技术
Application and Cybersecurity Blog
Application and Cybersecurity Blog
Schneier on Security
Schneier on Security
博客园 - 聂微东
A
Arctic Wolf
H
Heimdal Security Blog
K
KPMG report finds enterprise disconnect between AI and its ROI | CIO
Recent Commits to openclaw:main
Recent Commits to openclaw:main
T
The Exploit Database - CXSecurity.com
C
Cyber Attacks, Cyber Crime and Cyber Security
让小产品的独立变现更简单 - ezindie.com
让小产品的独立变现更简单 - ezindie.com
Google DeepMind News
Google DeepMind News

DEV Community

Authentication Security Deep Dive: From Brute Force to Salted Hashing (With Java Examples) Why AI Systems Don’t Fail — They Drift Spilling beans for how i learn for exam😁"Reinforcement Learning Cheat Sheet" I Replaced Chrome with Safari for AI Browser Automation. Here's What Broke (and What Finally Worked) How Python Borrows Other People's Work The $40 Architecture: Processing 1 Billion API Requests with 99.99% Uptime Vibe Coding: A Workflow Guide (From Zero to SaaS) Most webhook security guides protect the wrong side. The scary part is delivery. Headless CMS for TanStack Start: Build a Blog with Cosmic EU Age Verification App "Hacked in 2 Minutes" — What Actually Happened Comfy Cloud’s delete function does not actually remove files Running AI Models on GPU Cloud Servers: A Beginner Guide Event-driven media intelligence with AWS Step Functions and Bedrock I scored 500 AI prompts across 8 quality dimensions — here's what broke How to Call Google Gemini API from Next.js (Free Tier, No Backend Needed) The Portal Protocol: Reclaiming Human Connection in the Age of AI How to Fix Your Team's Scattered Knowledge Problem With a Self-Hosted Forum Intro to tc Cloud Functors: A Graph-First Mental Model for the Modern Cloud Designing Multi-Tenant Backends With Both Ownership and Team Access I Built a Neumorphic CSS Library with 77+ Components — Here's What I Learned PostgreSQL Performance Optimization: Why Connection Pooling Is Critical at Scale Cómo construí un SaaS multi-rubro para gestionar expensas en Argentina con FastAPI + Vue 3 🚀 I Built an Ethical Hacking Scanner Tool – Open Source Project I Replaced /usage and /context in Claude Code With a Single Statusline A Pythonic Way to Handle Emails (IMAP/SMTP) with Auto-Discovery and AI-Ready Design I Collected 8.9 Million Polymarket Price Points — Here's What I Found About How Markets Really Move EcoTrack AI — Carbon Footprint Tracker & Dashboard Everyone's Using AI. No One Agrees How. 5 self-hosted ebook managers worth trying in 2026 Building Your First AI Agent with LangChain: From Chatbot to Autonomous Assistant Common SOC 2 Failures (Real World) Stop Vibe-Checking Your AI App: A Practical Guide to Evals How to Use SonarQube and SonarScanner Locally to Level Up Your Code Quality Your Next To-Do App Is Dead — I Replaced Mine with an OpenClaw AI Sign a Nostr event in 60 lines of Python using coincurve — no nostr-sdk, no nbxplorer, no rust toolchain ITGC Audit Explained Like You’re in Big 4 Patch Tuesday abril 2026: Microsoft parcha 163 vulnerabilidades y un zero-day en SharePoint Stop scraping everything: a better way to track competitor price changes Listing on MCPize + the Official MCP Registry while routing payments OUTSIDE the marketplace — how I kept 100% of my x402 revenue Building an AI-Powered Risk Intelligence System Using Serverless Architecture Why We Ripped Function Overloading Out of Our AI Toolchain Testing AI-Generated Code: How to Actually Know If It Works SaaS Churn Is Killing Your Business. Here Is What to Do About It (Without a Support Team) The Speed of AI Is No Longer Linear - And Self-Improving Models Are Why How to Implement RBAC for MCP Tools: A Practical Guide for Engineering Teams From Standard Quote to Persuasive Proposal: AI Automation for Arborists I built a CLI that scaffolds complete multi-tenant SaaS apps Axios CVE-2025–62718: The Silent SSRF Bug That Could Be Hiding in Your Node.js App Right Now The dashboard that ended our friendship Data Pipelines Explained Simply (and How to Build Them with Python) The Hidden Cost of AI Systems Nobody Talks About. undefined vs undeclared, and how typeof behaves Switching from file-based jobs to NATS/Kafka in Rust without changing code io_uring Adventures: Rust Servers That Love Syscalls Why Agentic AI is Killing the Traditional Database The POUR principles of web accessibility for developers and designers Quantum Neural Network 3D — A Deep Dive into Interactive WebGL Visualization How To Install Caveman In Codex On macOS And Windows Automation Pipeline Reliability: Why Your Workflow Breaks When Nobody Is Watching I Built an 'Open World' AI Coding Agent — It Works From ANY Folder From Freelancing to Product: A Tech Service Company's SaaS Transformation China's AI Giants: Adding Tencent Hunyuan & ByteDance Doubao to AI University (74 Providers) On the Vibe Coders and Their Lies clerk: Auto-Summarize Your Claude Code Sessions AI Weekly — 2026/04/10–04/17 | The Model Lockdown Is Here, but the Toolchain Is the Real Battleground AI 週報 — 2026/04/10–2026/04/17 模型封鎖潮來了,但工具鏈才是真戰場 Maybe this is how Open-Source apps are born... 🚀 Fine-Tune LLMs with LoRA and QLoRA: 2026 Guide tRPC v11 + Next.js App Router: End-to-End Type Safety Without the Boilerplate ShadCN UI in 2026: Why I Stopped Installing Component Libraries and Started Owning My Components SaaS Billing in React Server Components: Stripe + Supabase Without a Single `useEffect` Join our DEV Weekend Challenge — $1,000 in Prizes Across TEN winners! Submissions Due April 20 at 6:59 AM UTC. Implementing FSRS Spaced Repetition in Flutter + Supabase — Adding Memory Science to an AI Learning App "I Texted My Localhost From the Train — Claude Code Fixed the Bug Before I Got Home" I Built a Sales Prep AI and It Went Deeper Than Expected Design to Code #2: One JSON, Eleven Outputs Solving the 100M-Row Problem: A Summary Table Pattern for High-Volume Push Notification Logs Flutter Web With Wasm: What Actually Changes For Developers I Built 50 Royalty-Free Soundtracks for My Side Project in a Weekend Using AI Music Generation The Vibe Coding Security Checklist: 7 Things to Check Before You Ship Stop Letting Googlebot Guess Fix Your React App's SEO Right Desconstruindo o Streaming do LinkedIn: Como Criar um Engine de Extração de Vídeo de Alta Performance com HLS e FFmpeg (EDA Part-1) EDA (Exploratory Data Analysis) Explained With Real Life — Why Looking at Your Data Is the Most Important Step in Machine Learning Brand Relationship Management at Scale: Our 4-Touch Outreach System for 200+ Brands Why String.fromEnvironment() Might Return an Empty String in Dart JGuardrails 1.0.0 — Hardening Java LLM Apps Against Jailbreaks, Toxicity, and Prompt Injection Plan and Schedule a Full Week of Threads Content From One Claude Conversation Coding Cat Oran Ep3, Five Tables Changed Everything Updated: BFF Pattern I'm done watching freelancers get buried by 200 proposals. So I'm building the alternative. This is my first post BFS Algorithm in Java Step by Step Tutorial with Examples Tracking LLM Pricing Monthly: An Open Dataset for 22 AI Models How We Measure Content ROI on a Comparison Site: Revenue Attribution Without Perfect Data Introducing Nova AI Ops: The AI-Native Operating System for SRE Teams I built a free desktop video downloader for Windows — Grabbit How Talkie OCR Helps Vision-Impaired & Dyslexic Users Read the World Around Them VRCFaceTracking安装和iPhone面捕配置教程,有bug Even CrowdStrike Can't See Your Agents The Automation Gold Rush: What n8n Workflows and Claude Are Opening Up for Developers Right Now
# 👽 Verifying an Alien Dictionary (LeetCode 953)
swati goyal · 2026-06-16 · via DEV Community

swati goyal

Imagine you're interviewing on another planet. 🌎➡️🛸

The aliens use the same English lowercase letters (a-z), but their alphabet order is completely different!

Your task is to determine whether a list of words is sorted according to the alien alphabet.


📌 Problem Statement

Given:

  • An array of words
  • A string representing the alien alphabet order

Return:

  • true if the words are sorted lexicographically according to the alien language
  • false otherwise

🧠 Example 1

words = ["hello","leetcode"]
order = "hlabcdefgijkmnopqrstuvwxyz"

Output:

true

Why?

The first differing characters are:

hello
leetcode
↑
h comes before l

Since h < l in the alien language, the words are correctly ordered.


🧠 Example 2

words = ["word","world","row"]
order = "worldabcefghijkmnpqstuvxyz"

Output:

false

Comparison:

word
world

First differing characters:

word
worl(d)
    ↑

world
worl(l)
    ↑

In the alien dictionary, d appears after l, making:

word > world

which violates the sorted order.


🧠 Example 3

words = ["apple","app"]
order = "abcdefghijklmnopqrstuvwxyz"

Output:

false

Both words share the prefix:

app

But:

apple
app

The shorter word should come first.

Just like:

app < apple

Therefore:

apple > app

and the list is not sorted.


🔍 Key Observation

Comparing words in an alien language is exactly like comparing words in English.

The only difference is:

Character ranking is different.

So instead of comparing characters directly:

'a' < 'b'

we compare their positions in the alien alphabet.


🚀 Step 1: Build Character Ranking

Given:

order = "hlabcdefgijkmnopqrstuvwxyz"

Create a mapping:

h → 0
l → 1
a → 2
b → 3
...

This allows us to instantly know which character comes first.


🚀 Step 2: Compare Adjacent Words

If the entire list is sorted, then every adjacent pair must also be sorted.

So compare:

words[0] vs words[1]
words[1] vs words[2]
words[2] vs words[3]
...

If any comparison fails, return false.


🚀 Step 3: Compare Two Words

Consider:

hello
leetcode

Compare character by character:

h vs l

As soon as characters differ:

  • If first character comes before second → valid
  • Otherwise → invalid

No need to check the remaining characters.


⚠️ Special Case: Prefix Problem

Consider:

apple
app

All common characters match:

app
app

Now one word ends.

Lexicographical rule:

Shorter word comes first.

Therefore:

app < apple

If the first word is longer:

apple > app

Return false.


✅ Java Solution

class Solution {
    public boolean isAlienSorted(String[] words, String order) {
        int n = words.length;

        int[] charToIdxMap = new int[26];
        for(int i = 0; i < 26; i++) {
            charToIdxMap[order.charAt(i) - 'a'] = i;
        }

        for(int i = 1; i < n; i++) {
            if(!isValid(words[i - 1], words[i], charToIdxMap)) {
                return false;
            }
        }

        return true;
    }

    public boolean isValid(String word0, String word1, int[] charToIdxMap) {
        int n0 = word0.length();
        int n1 = word1.length();
        int len = Math.min(n0, n1);

        for(int i = 0; i < len; i++) {
            char ch1 = word0.charAt(i);
            char ch2 = word1.charAt(i);

            if(ch1 != ch2) {
                return charToIdxMap[ch1 - 'a'] < charToIdxMap[ch2 - 'a'];
            }
        }

        return n0 <= n1;
    }
}


🎯 Dry Run

Input:

words = ["hello","leetcode"]
order = "hlabcdefgijkmnopqrstuvwxyz"

Build Mapping

h → 0
l → 1
a → 2
...


Compare

hello
leetcode

First characters:

h vs l

Mapped positions:

h → 0
l → 1

Since:

0 < 1

the pair is valid.

No more pairs remain.

Return:

true


⏱️ Time Complexity

Let:

  • N = number of words
  • L = average word length

Building the map:

O(26)

Comparing adjacent words:

O(N × L)

Overall:

Time Complexity = O(N × L)


💾 Space Complexity

We store the character ranking map:

int[26]

Therefore:

Space Complexity = O(1)

because the alphabet size is fixed.


🔥 Interview Takeaways

This problem tests:

  • Custom sorting logic
  • Lexicographical comparison
  • String processing
  • Edge cases involving prefixes
  • Efficient use of character mappings

The most important insight is:

Don't compare characters directly. Compare their positions in the alien alphabet.

Once you build the ranking map, the rest becomes a straightforward lexicographical comparison problem.


💬 What do you think?

Have you seen a variation of this problem where the alien alphabet order was not given directly but had to be derived from the words themselves? That's an interesting follow-up often asked in interviews. Let me know how you would approach it! 👇