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

T
Threatpost
aimingoo的专栏
aimingoo的专栏
OSCHINA 社区最新新闻
OSCHINA 社区最新新闻
T
Tailwind CSS Blog
J
Java Code Geeks
博客园_首页
Google Online Security Blog
Google Online Security Blog
Hugging Face - Blog
Hugging Face - Blog
C
CXSECURITY Database RSS Feed - CXSecurity.com
I
Intezer
P
Palo Alto Networks Blog
V
Vulnerabilities – Threatpost
雷峰网
雷峰网
O
OpenAI News
SecWiki News
SecWiki News
小众软件
小众软件
酷 壳 – CoolShell
酷 壳 – CoolShell
美团技术团队
N
News | PayPal Newsroom
Project Zero
Project Zero
Forbes - Security
Forbes - Security
IT之家
IT之家
A
Arctic Wolf
WordPress大学
WordPress大学
Jina AI
Jina AI
T
Tor Project blog
博客园 - 三生石上(FineUI控件)
S
Secure Thoughts
Google DeepMind News
Google DeepMind News
Attack and Defense Labs
Attack and Defense Labs
博客园 - 聂微东
Exploit-DB.com RSS Feed
Exploit-DB.com RSS Feed
P
Privacy International News Feed
Cloudbric
Cloudbric
G
GRAHAM CLULEY
博客园 - 叶小钗
H
Hacker News: Front Page
腾讯CDC
量子位
Help Net Security
Help Net Security
人人都是产品经理
人人都是产品经理
C
Cyber Attacks, Cyber Crime and Cyber Security
月光博客
月光博客
奇客Solidot–传递最新科技情报
奇客Solidot–传递最新科技情报
宝玉的分享
宝玉的分享
爱范儿
爱范儿
L
Lohrmann on Cybersecurity
Hacker News - Newest:
Hacker News - Newest: "LLM"
Recorded Future
Recorded Future
C
CERT Recently Published Vulnerability Notes

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
Why I Don’t Want Docker to Be the Default Deploy Path
Dan · 2026-05-03 · via DEV Community

Docker is good software.

I want to say that up front because the internet has a special talent for turning every tooling opinion into a cage match.

I use Docker. I like Docker for databases, repeatable CI jobs, weird dependency stacks, internal services, and anything where I need a clean system image that behaves the same everywhere.

But I do not want Docker to be the default deploy path for every web app.

Sometimes I just want to put a small app on a VPS and have it run.

That should feel boring.

The default path got heavier

A lot of modern deploy tutorials quietly turn this:

build app
copy files to server
start app
route traffic

Enter fullscreen mode Exit fullscreen mode

into this:

write a Dockerfile
pick a base image
handle build layers
create a registry
push an image
pull it on the server
wire up compose
configure networking
mount secrets
debug why the container exits

Enter fullscreen mode Exit fullscreen mode

None of those steps are evil.

They are just a lot.

And for many apps, they are not the interesting part.

If I am deploying a side project, a small SaaS, a webhook handler, a dashboard, or a little internal tool, the app usually needs a few simple things:

  • build the code
  • start the process
  • serve HTTPS
  • restart when it crashes
  • keep secrets out of git
  • show logs when something breaks
  • maybe run a few apps on the same machine

That list does not automatically mean "containerize everything".

Containers solve real problems

This is not an anti-Docker post.

Docker solves problems that are absolutely real.

It gives you a repeatable runtime. It makes system packages less mysterious. It can isolate services from each other. It makes CI easier. It gives teams a common artifact they can pass around.

That is useful.

But defaults matter.

When Docker becomes the first step for every deploy, even tiny apps inherit container concerns before they have container problems.

Now the developer is thinking about image size, build cache, multi-stage builds, registry auth, container networking, volume paths, base image updates, and whether the process can find the right port inside the container.

Again, all valid stuff.

Just not always the first stuff.

A VPS can run normal processes

The funny thing is that a VPS is already a computer.

It can run a process.

That sounds obvious, but a lot of modern deployment advice treats a server like it is only useful once it is running a container scheduler.

For many apps, a direct process model is enough:

bun run start
node server.js
./my-go-app
./target/release/my-rust-app

Enter fullscreen mode Exit fullscreen mode

The hard parts are not usually "can Linux run this binary?"

The hard parts are everything around it:

  • how does traffic reach it?
  • how does HTTPS work?
  • how do I deploy a new version without downtime?
  • where do logs go?
  • how do secrets get injected?
  • how do I restart it?
  • how do I run multiple apps on one box?

Those are deployment problems, not necessarily Docker problems.

I want the PaaS feeling without giving up the server

This is the thing I keep wanting.

I like the feel of a PaaS:

deploy

Enter fullscreen mode Exit fullscreen mode

and then the app is live.

But I also like owning a small VPS. It is cheap, flexible, and boring in a good way. I know where the app is running. I can SSH in. I can inspect the machine. I am not turning every weekend project into a cloud architecture diagram.

So the ideal flow, at least for me, looks more like this:

tako deploy

Enter fullscreen mode Exit fullscreen mode

Local machine builds the app. The deploy tool copies the release to the server. The server runs the app as a normal process. A proxy routes requests to healthy instances. HTTPS is handled. Logs are available. Secrets are managed outside random .env files.

No image registry needed.

No Dockerfile unless I actually want one.

No container networking puzzle for a two-route web app.

That is the direction I have been exploring with Tako, which is a small deployment tool for running apps on your own servers.

The boring path should be the happy path

There is a version of deployment that feels almost disappointingly plain:

tako init
tako servers add
tako deploy

Enter fullscreen mode Exit fullscreen mode

That is the kind of boring I want.

Not boring as in weak or limited.

Boring as in:

  • fewer concepts before the first deploy
  • fewer files created only for infrastructure
  • fewer moving parts for small apps
  • fewer places where a simple mistake hides
  • fewer "wait, is this a Docker problem or an app problem?" moments

I think the default path should optimize for the app getting online first.

Then, if the app grows into container needs, reach for containers.

Docker should be an option, not the entrance fee

The web has a habit of turning powerful tools into mandatory tools.

Docker is powerful. It deserves its place.

But I do not think every deploy should start by asking the developer to write a container recipe.

For a lot of projects, the best deploy path is still:

  • build the app
  • put it on a server
  • run it
  • route traffic to it
  • make updates boring

That is not old fashioned. That is just a good abstraction.

The default deploy path should feel calm.

It should feel like the server is helping you run your app, not asking you to become a platform engineer before lunch.