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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
deepsec, vercel-openclaw, Next.js Security Releases, Adapters API, portless, shadcn/ui, Vercel Weekly
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