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

Threat Intelligence Blog | Flashpoint
Threat Intelligence Blog | Flashpoint
MyScale Blog
MyScale Blog
Jina AI
Jina AI
爱范儿
爱范儿
cs.CL updates on arXiv.org
cs.CL updates on arXiv.org
I
Intezer
The Cloudflare Blog
T
Threat Research - Cisco Blogs
G
Google Developers Blog
Stack Overflow Blog
Stack Overflow Blog
freeCodeCamp Programming Tutorials: Python, JavaScript, Git & More
D
Docker
AI
AI
Scott Helme
Scott Helme
Attack and Defense Labs
Attack and Defense Labs
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
L
LangChain Blog
Recent Announcements
Recent Announcements
Security Latest
Security Latest
Hugging Face - Blog
Hugging Face - Blog
W
WeLiveSecurity
Last Week in AI
Last Week in AI
Security Archives - TechRepublic
Security Archives - TechRepublic
OSCHINA 社区最新新闻
OSCHINA 社区最新新闻
P
Proofpoint News Feed
S
Securelist
S
Security Affairs
Project Zero
Project Zero
博客园 - 叶小钗
Google DeepMind News
Google DeepMind News
T
Tor Project blog
A
About on SuperTechFans
V2EX - 技术
V2EX - 技术
宝玉的分享
宝玉的分享
T
Tenable Blog
博客园 - 聂微东
人人都是产品经理
人人都是产品经理
Simon Willison's Weblog
Simon Willison's Weblog
Forbes - Security
Forbes - Security
K
KPMG report finds enterprise disconnect between AI and its ROI | CIO
V
V2EX
AWS News Blog
AWS News Blog
The GitHub Blog
The GitHub Blog
酷 壳 – CoolShell
酷 壳 – CoolShell
P
Privacy & Cybersecurity Law Blog
阮一峰的网络日志
阮一峰的网络日志
I
InfoQ
C
CXSECURITY Database RSS Feed - CXSecurity.com
H
Hacker News: Front Page
美团技术团队

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
I built a free LocalStack alternative in Go — v0.6.0 is out with 37 AWS services
Twisted-Code · 2026-05-06 · via DEV Community

Twisted-Code'r

So I've been working on this project called CloudDev for a while now. It's basically a local AWS emulator — think LocalStack but free, open source, and a single Go binary with zero dependencies.

I just shipped v0.6.0 and wanted to share what's new.


Why I built this

Honestly? LocalStack's free tier kept getting more and more limited. Every time I needed a service it was "pro only". I just wanted to test my AWS code locally without spinning up real infrastructure or paying for a subscription.

So I started building CloudDev. The goal was simple — emulate the AWS services I actually use, make it work with the existing AWS CLI and SDKs without any config changes, and keep it as a single binary I can just run anywhere.


What's new in v0.6.0

This release was focused on infrastructure completeness. I added 8 new services:

  • Kinesis Data Streams — shards, records, iterators, the whole thing
  • Kinesis Firehose — delivery streams, PutRecord, PutRecordBatch
  • ECS — clusters, task definitions, run/stop tasks
  • ECR — repositories, image push/pull, auth token
  • CloudFront — distributions, origins, invalidations
  • AppSync — GraphQL APIs, data sources, schema upload
  • Athena — query execution, results, named queries
  • ACM — certificates, tags, mock PEM output

That brings the total to 37 AWS services across 47 modules.


Quick start

git clone https://github.com/Jeffrin-dev/CloudDev.git
cd CloudDev
go build -o clouddev .

./clouddev init my-app
cd my-app
../clouddev up

Enter fullscreen mode Exit fullscreen mode

That's it. All 37 services start up immediately.


Some examples

# Kinesis
aws --endpoint-url=http://localhost:4568 kinesis create-stream \
  --stream-name my-stream --shard-count 2

aws --endpoint-url=http://localhost:4568 kinesis put-record \
  --stream-name my-stream --data "hello" --partition-key "pk1"

# ECS
aws --endpoint-url=http://localhost:4561 ecs create-cluster \
  --cluster-name my-cluster

aws --endpoint-url=http://localhost:4561 ecs register-task-definition \
  --family my-task \
  --container-definitions '[{"name":"app","image":"nginx","memory":128}]'

# ECR
aws --endpoint-url=http://localhost:4562 ecr create-repository \
  --repository-name my-repo

aws --endpoint-url=http://localhost:4562 ecr get-authorization-token

# Athena
aws --endpoint-url=http://localhost:4564 athena start-query-execution \
  --query-string "SELECT * FROM my_table" \
  --query-execution-context Database=mydb

# ACM
aws --endpoint-url=http://localhost:4560 acm request-certificate \
  --domain-name example.com

Enter fullscreen mode Exit fullscreen mode

No endpoint configuration files, no fake credentials setup beyond the usual AWS_ACCESS_KEY_ID=test — just point the CLI at localhost and it works.


Full service list

Service Port
ACM 4560
ECS 4561
ECR 4562
CloudFront 4563
Athena 4564
S3 4566
AppSync 4567
Kinesis Data Streams 4568
DynamoDB 4569
DynamoDB Streams 4570
Kinesis Firehose 4571
API Gateway 4572
API Gateway v2 4573
Lambda 4574
SNS 4575
SQS 4576
Lambda Layers 4578
SES 4579
Dashboard 4580
CloudFormation 4581
CloudWatch Metrics 4582
SSM Parameter Store 4583
Secrets Manager 4584
Step Functions 4585
CloudWatch Logs 4586
EventBridge 4587
X-Ray 4588
Route53 4589
CloudWatch Events 4590
Bedrock 4591
STS 4592
IAM 4593
Rekognition 4594
Lambda Function URLs 4595
Cognito 4596
ElastiCache 4597/4598
KMS 4599

Web dashboard

There's also a web dashboard at localhost:4580 that shows all running services in real time. It flips red when the server goes down which is a small thing but honestly pretty useful when you're running tests.


How it's built

It's pure Go 1.22, no external runtime dependencies. Each AWS service is its own HTTP server listening on its port, routing requests by the X-Amz-Target header or REST path depending on the service protocol.

One thing I learned the hard way — AWS CLI doesn't always use the protocol the docs say it does. KMS, Kinesis, ECS, ECR all use JSON + X-Amz-Target. CloudFront uses REST + XML. AppSync uses REST + JSON. I had to sniff actual requests with nc a few times to figure out what the CLI was actually sending.


What's next

Not sure yet honestly. Maybe RDS, SQS dead letter queues, or better Lambda container support. Open to suggestions.

If you try it out let me know what breaks. There's definitely rough edges still.

GitHub:github.com/Jeffrin-dev/CloudDev

BUILD FOR DEVS