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

C
Cisco Blogs
爱范儿
爱范儿
有赞技术团队
有赞技术团队
博客园 - 【当耐特】
Jina AI
Jina AI
Project Zero
Project Zero
宝玉的分享
宝玉的分享
Martin Fowler
Martin Fowler
WordPress大学
WordPress大学
Simon Willison's Weblog
Simon Willison's Weblog
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
T
Tenable Blog
F
Fortinet All Blogs
大猫的无限游戏
大猫的无限游戏
Last Week in AI
Last Week in AI
月光博客
月光博客
雷峰网
雷峰网
G
Google Developers Blog
V
V2EX
T
Tor Project blog
罗磊的独立博客
Schneier on Security
Schneier on Security
Know Your Adversary
Know Your Adversary
W
WeLiveSecurity
freeCodeCamp Programming Tutorials: Python, JavaScript, Git & More
P
Privacy International News Feed
S
Securelist
奇客Solidot–传递最新科技情报
奇客Solidot–传递最新科技情报
P
Proofpoint News Feed
Blog — PlanetScale
Blog — PlanetScale
Threat Intelligence Blog | Flashpoint
Threat Intelligence Blog | Flashpoint
小众软件
小众软件
Scott Helme
Scott Helme
I
Intezer
T
Threat Research - Cisco Blogs
The GitHub Blog
The GitHub Blog
N
Netflix TechBlog - Medium
C
CERT Recently Published Vulnerability Notes
Security Archives - TechRepublic
Security Archives - TechRepublic
酷 壳 – CoolShell
酷 壳 – CoolShell
L
LINUX DO - 最新话题
N
News | PayPal Newsroom
L
Lohrmann on Cybersecurity
T
Troy Hunt's Blog
Google DeepMind News
Google DeepMind News
P
Proofpoint News Feed
人人都是产品经理
人人都是产品经理
Latest news
Latest news
AWS News Blog
AWS News Blog
Apple Machine Learning Research
Apple Machine Learning Research

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
JWT vs Session Tokens in Spring Boot: A Senior Dev's Decision Guide
Davide Mibel · 2026-05-21 · via DEV Community

Three years ago I gave the same answer every time someone asked me about authentication in Spring Boot: "use JWT, it's stateless, it scales." I was half right and half wrong, and it took inheriting two production codebases — one broken in a very specific way — to understand which half was which.

This is not a tutorial on how to implement either one. It's the decision guide I wish I'd had before I started recommending JWT by default.

What tutorials actually teach you

Most Spring Boot security tutorials walk you through JWT because it makes for a cleaner demo. You add a filter, validate a signature, set the SecurityContext, done. No database calls, no shared state, stateless by construction. It feels architecturally clean.

What they rarely show: what happens when a user changes their password. Or gets their account suspended. Or logs out on one device and expects that to mean something on all devices. With a pure JWT setup and no blocklist, the answer to all three is "nothing happens until the token expires."

Sessions, on the other hand, feel old-fashioned. "That doesn't scale." "You need sticky sessions." Neither of those is true anymore, and I'll show you why.

How sessions actually work in Spring Boot

Spring Session with Redis is three annotations and a dependency:

@EnableRedisHttpSession
@Configuration
public class SessionConfig {
    // Spring Session handles everything else
}

Enter fullscreen mode Exit fullscreen mode

<dependency>
    <groupId>org.springframework.session</groupId>
    <artifactId>spring-session-data-redis</artifactId>
</dependency>

Enter fullscreen mode Exit fullscreen mode

The client gets an opaque session ID (typically 32 hex characters) stored in an HttpOnly; Secure cookie. Every request sends the cookie, Spring looks up the session in Redis, deserializes it, and populates the SecurityContext. The session data lives in Redis, not in the token itself.

Revocation is sessionRepository.deleteById(sessionId). Instant, no exceptions.

Horizontal scaling works out of the box — every instance connects to the same Redis. No sticky sessions needed. This is not 2009 anymore.

Side-by-side flow comparison — Session flow: client cookie to server to Redis lookup to SecurityContext; JWT flow: client Bearer token to server to local signature verify to SecurityContext. Annotate the revocation point on sessions (delete from Redis) and the revocation gap on JWT (no early invalidation without blocklist)

JWT: what you actually get

A JWT is a base64-encoded JSON payload (claims) signed with a secret or private key. The server does not store it. Verification happens locally by checking the signature — no database call, no network hop.

This matters in two specific situations:

Microservices that verify tokens independently. If you have five services and each needs to know who the caller is, sessions require every service to call a shared store or a central auth service. JWT lets each service verify the token locally with just the public key or shared secret.

Third-party and mobile clients. Browsers handle cookies automatically. Native apps and third-party API clients do not. JWT in the Authorization header works everywhere without cookie configuration.

Outside these two cases, you are paying the JWT costs without getting the JWT benefits.

The costs are real:

  • No revocation without a blocklist. A 15-minute access token cannot be invalidated early. A stolen token is valid until expiry. If you add a Redis blocklist to check on every request, you have just re-added the database call you were trying to avoid.
  • Token size. A session cookie is 32 bytes. A JWT with a handful of claims is 300–600 bytes in every request header, forever. In high-frequency internal APIs this adds up.
  • Implementation surface. JWT has a long history of security bugs: alg: none attacks, weak HMAC secrets, missing expiry validation, incorrect audience checks. Spring Security handles most of this correctly, but the complexity budget is higher than sessions.

The real decision framework

Stop asking "which is better?" and ask "what do I actually need?"

Use sessions when:

  • You control the frontend — a browser-based app using your own backend
  • You need immediate revocation: logout means logout, password change means all sessions die
  • You are building a monolith or a small service that owns its own auth
  • You are already running Redis for caching or queuing

Use JWT when:

  • Multiple independent services need to verify identity without calling a central store
  • You have non-browser clients — mobile apps, CLI tools, third-party integrations — that cannot easily handle cookies
  • You need federated identity: a token issued by an external IdP (Auth0, Keycloak, Cognito) that your service validates

Do not use JWT because:

  • "It's stateless and scales" — sessions on Redis scale just as well across any number of instances
  • "Everyone uses it" — cargo-culting security decisions is how you end up with 7-day non-revocable tokens in production

The hybrid setup nobody talks about

Most production systems I've seen that do this well use a combination: sessions for the browser frontend, JWT for service-to-service calls and mobile clients.

Spring Security supports this cleanly with multiple SecurityFilterChain beans:

@Bean
@Order(2)
public SecurityFilterChain jwtFilterChain(HttpSecurity http) throws Exception {
    http
        .securityMatcher("/api/v1/**")
        .sessionManagement(s -> s.sessionCreationPolicy(SessionCreationPolicy.STATELESS))
        .csrf(AbstractHttpConfigurer::disable)
        .addFilterBefore(jwtAuthFilter, UsernamePasswordAuthenticationFilter.class)
        .authorizeHttpRequests(auth -> auth.anyRequest().authenticated());
    return http.build();
}

@Bean
@Order(1)
public SecurityFilterChain sessionFilterChain(HttpSecurity http) throws Exception {
    http
        .securityMatcher("/web/**")
        .sessionManagement(s -> s.sessionCreationPolicy(SessionCreationPolicy.IF_REQUIRED))
        .formLogin(Customizer.withDefaults())
        .logout(logout -> logout.logoutSuccessUrl("/web/login?logout"))
        .authorizeHttpRequests(auth -> auth
            .requestMatchers("/web/login").permitAll()
            .anyRequest().authenticated());
    return http.build();
}

Enter fullscreen mode Exit fullscreen mode

Two chains, different matchers, different strategies. The browser app gets sessions and full revocation. API and service calls get JWT. Spring applies them in @Order sequence — the first matching chain wins.

What the performance difference actually looks like

Sessions add one Redis round-trip per request — typically 0.5–2ms on a well-configured local Redis, 2–5ms if Redis is in a separate availability zone. For a request that already takes 50–200ms to process, that is noise.

JWT validation is in-memory: parse the base64, verify the HMAC signature, check expiry. Sub-millisecond. If you are building an API that needs to handle thousands of requests per second with microsecond budgets, this difference matters. If you are building a standard web application or a business API, it does not.

The token size difference matters more than you would expect in aggregate. A session cookie is SESSION=<32-hex-chars> — about 50 bytes in the Cookie header. A JWT is Authorization: Bearer <base64> — typically 400–700 bytes in the Authorization header, on every single request. In an application with 10,000 active users making 20 requests per hour, that is roughly 70MB/hour in header overhead alone versus 5MB with sessions. On internal microservice APIs with high call frequency, this adds up to real cost.

Neither of these is a reason to choose one over the other by itself. They are factors to weigh against the architectural fit, not arguments that make the decision for you.

Security mistakes that are easy to make with JWT

Spring Security protects you from many JWT pitfalls if you use it correctly, but I have seen all of these in production codebases:

Symmetric secret too short. HS256 requires at least 256 bits (32 bytes). A short secret is brute-forceable. Generate it with openssl rand -base64 32 and store it in your secrets manager, not in application.yml.

No audience or issuer validation. If you have multiple services accepting the same JWT, a token issued for service A can be replayed against service B unless you validate the aud and iss claims. Spring Security's JwtDecoder supports this with .claimValidator("aud", ...).

Logging the token. Access logs, debug statements, error traces. A JWT is a credential. Treat it like a password in your logging configuration.

Using RS256 in a monolith. RS256 (asymmetric) makes sense when multiple services need to verify tokens issued by a single auth service. In a monolith where only one service issues and verifies tokens, RS256 adds key management complexity with no security benefit. HS256 is the right default.

The mistake I see most often

Teams start with JWT because a tutorial recommended it. Six months later, they need to implement "logout from all devices" or "force re-authentication after a password change." At that point they bolt on a Redis blocklist to invalidate tokens before expiry — which means every JWT validation now hits Redis on every request. They have kept all the JWT complexity and added the session store on top.

I have done this. The resulting code is harder to reason about than either pure sessions or pure JWT would have been.

If you need revocation, use sessions. If you genuinely need stateless cross-service verification, use JWT and design around the revocation limitation deliberately — 15-minute access tokens, refresh token rotation, a clear session invalidation policy documented before you ship — not as an afterthought six months later.

application.yml showing spring.session.store-type=redis, spring.session.timeout=30m, server.servlet.session.cookie.http-only=true, server.servlet.session.cookie.secure=true — the minimal Spring Session Redis config needed to replace an overly complex JWT setup

The boring answer is often the right one. Spring Session with Redis has been solving this problem correctly since 2015. JWT solves a specific distributed systems problem. Know which one you actually have before you choose.

What does your current setup use, and was it a deliberate choice or did it come from a tutorial?


Originally published on Medium.