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

美团技术团队
P
Privacy International News Feed
P
Proofpoint News Feed
Security Archives - TechRepublic
Security Archives - TechRepublic
C
CXSECURITY Database RSS Feed - CXSecurity.com
Know Your Adversary
Know Your Adversary
Security Latest
Security Latest
Threat Intelligence Blog | Flashpoint
Threat Intelligence Blog | Flashpoint
Attack and Defense Labs
Attack and Defense Labs
NISL@THU
NISL@THU
cs.AI updates on arXiv.org
cs.AI updates on arXiv.org
W
WeLiveSecurity
GbyAI
GbyAI
N
News and Events Feed by Topic
N
News | PayPal Newsroom
Y
Y Combinator Blog
C
CERT Recently Published Vulnerability Notes
N
Netflix TechBlog - Medium
S
Security Affairs
Spread Privacy
Spread Privacy
罗磊的独立博客
腾讯CDC
MyScale Blog
MyScale Blog
www.infosecurity-magazine.com
www.infosecurity-magazine.com
L
LINUX DO - 热门话题
The Cloudflare Blog
L
LangChain Blog
博客园_首页
H
Hacker News: Front Page
宝玉的分享
宝玉的分享
Martin Fowler
Martin Fowler
博客园 - 聂微东
SecWiki News
SecWiki News
A
Arctic Wolf
爱范儿
爱范儿
Google Online Security Blog
Google Online Security Blog
T
Threat Research - Cisco Blogs
Hacker News - Newest:
Hacker News - Newest: "LLM"
有赞技术团队
有赞技术团队
The GitHub Blog
The GitHub Blog
Cyberwarzone
Cyberwarzone
博客园 - 叶小钗
V
Visual Studio Blog
V
V2EX
T
Tailwind CSS Blog
Project Zero
Project Zero
T
The Blog of Author Tim Ferriss
F
Fortinet All Blogs
MongoDB | Blog
MongoDB | Blog
D
Docker

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
Pac-Man: A 16KB Masterpiece Every Dev Should Study
Jean Klebert · 2026-05-15 · via DEV Community

Jean Klebert de A Modesto

Back in 1980, Toru Iwatani and Namco released what would become one of the biggest pop culture icons of all time. But beyond the quarters and the mazes, the original Pac-Man code is one of the greatest lessons in efficiency and smart design in computing history.

Running on a Zilog Z80 processor (clipping along at a mere 3.072 MHz) with a jaw-dropping 16 KB of memory, the developers crafted an experience that is still studied in AI and Game Design courses to this day.

pic

1. The Anatomy of AI: Personality Through Vectors

What makes the game so addictive isn't brute-force chase sequences; it's the fact that each ghost has a unique "soul" hardcoded through simple tile-targeting rules:

  • Blinky (Red): The direct chaser. He targets Pac-Man’s exact tile. He is the constant, relentless threat.

  • Pinky (Pink): The ambusher. The code forces her to target four tiles ahead of the direction Pac-Man is currently facing, attempting to cut the player off.

  • Inky (Cyan): The wild card. His target tile is calculated using a vector that connects Blinky's position to Pac-Man's, making his movements erratic and unpredictable.

  • Clyde (Orange): The "coward." He chases the player, but if the code detects he gets too close (within 8 tiles), a routine triggers that forces him to bail and head back to his home corner.

The takeaway for devs: Complex, "intelligent" behavior can emerge from incredibly simple mathematical rules.

2. Game Pacing: State Machines and Timers

The game isn't an endless, frantic pursuit. The code utilizes a state machine that cycles between two main modes:

  • Chase: Where the ghosts actively hunt the player.

  • Scatter: Where they give up the hunt and head back to their respective corners.

This alternation, controlled by a fixed internal timer, creates what game designers call a "tension curve." It grants the player a brief tactical breather before the next wave of attacks—classic state management applied directly to User Experience (UX).

3. The Level 256 Bug: History's Most Famous Overflow Error

Even the game's breaking point is legendary. Due to an integer overflow bug, the code attempts to draw 256 fruit icons at the bottom of the screen to indicate the level once a player reaches Stage 256. Since the system uses a single 8-bit byte for this counter, it overflows, causing the game to read completely unrelated memory addresses and corrupting half the screen.

It’s a stark reminder that even in masterpieces, hardware limitations are physical boundaries that software must respect.

The Bottom Line

The Pac-Man source code is proof that constraints breed creativity. Lacking the processing power for heavy algorithms, the team at Namco focused on pure logic and behavioral design.

If you're a developer, the ultimate lesson here is simple: before you ask for more RAM or a beefier server instance, ask yourself if your code logic is as elegant as a game written over 40 years ago.