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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
deepsec, vercel-openclaw, Next.js Security Releases, Adap...
Erfan Ebrahi · 2026-05-08 · via DEV Community

Introducing deepsec: The security harness for finding vulnerabilities in your codebase

Introducing deepsec: The security harness for finding vulnerabilities in your codebase

A new open source tool from Vercel that uses AI coding agents to find security vulnerabilities in your codebase. It runs locally on your laptop or on your own infrastructure using your existing AI subscriptions. The workflow involves static analysis to find security-sensitive files, agent investigation of each candidate, and includes a revalidation step to reduce false positives

𝕏 Next.js 16.2.6 & 15.5.18 Security Releases

Important security updates have landed for both Next.js 16 and 15. These patches fix multiple vulnerabilities ranging from low to high severity


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📙 Articles / Tutorials / News

🎧 Next.js works everywhere now

Jimmy Lai, who leads the Next.js team at Vercel, hops on the PodRocket podcast to explain the adapters API: what it is, why it exists, and how it fixes the pain of self-hosting Next.js on platforms like Cloudflare, AWS Amplify, and Netlify

Async React: Building Non-Blocking UIs with useTransition and useActionState

A practical guide to two React 19 hooks that make async work easier. useTransition keeps your UI responsive without manual loading states, while useActionState bundles state, errors, and pending status into one hook

► Stop Writing Blind Server Components

We've shared this tool before, and now Tobi Mey walks through it on video. RSC Boundary shows you exactly where server components end and client components begin in your Next.js app


📦 Projects / Packages / Tools

vercel-openclaw

vercel-openclaw

A serverless approach to running OpenClaw. It comes with CLI deployment, sandbox snapshots that preserve state between messages, webhooks routed through Vercel Functions, a Redis-based control plane, and an egress firewall for domain blocking

portless v0.12.0

Portless got some awesome improvements since the last time it was featured. The big one: zero-arg mode auto-discovers your dev script so there's nothing to configure. It also now handles monorepos, giving each workspace package its own subdomain. v0.12 adds --tailscale and --funnel flags to share your local apps over Tailscale

The Agent Harness Framework

A framework that lets you build powerful AI agents (think Claude Code or Codex) in just a few lines of TypeScript. It gives you sandboxed shell access, sessions, reusable skills, and structured outputs

shadcn/ui: May 2026 updates

The shadcn CLI now lets you use package.json#imports (e.g. #components/*) instead of relying on tsconfig.json paths. It also adds target aliases so registry items can specify exactly where files get installed


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🌈 Related

𝕏 Vercel Weekly - May 4, 2026

Vercel's AI Accelerator cohort finished with a Demo Day in SF. Meanwhile, Grok 4.3 landed on the AI Gateway, Stripe Projects now handle Pro plan upgrades, hobby deployments are kept for 30 days by default, and Deployment Checks are now built in

New to the web platform in April

A look at what landed in browsers last month. Highlights include contrast-color() reaching Baseline (picks black or white for best text contrast), ariaNotify() for screen reader announcements in Firefox, element-scoped view transitions in Chrome, and Math.sumPrecise

Why TSRX isn't just your Favorite Templating Language

Ryan Carniato digs into TSRX, a potential JSX successor, and explains why it matters: it uses plain JS control flow, allows state inside conditionals and loops (no hook rules), and offers cut-and-paste composability that JSX can't match

Server-Driven UI in 22 lines of TypeScript

A practical guide to letting your backend control page layouts through JSON. The article covers the JSON contract, a component registry, a tiny recursive renderer, and handling actions like navigation and tracking