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

Cisco Talos Blog
Cisco Talos Blog
V
V2EX
C
Check Point Blog
GbyAI
GbyAI
D
Docker
Cyber Security Advisories - MS-ISAC
Cyber Security Advisories - MS-ISAC
B
Blog RSS Feed
H
Hackread – Cybersecurity News, Data Breaches, AI and More
N
Netflix TechBlog - Medium
T
Troy Hunt's Blog
博客园 - Franky
Threat Intelligence Blog | Flashpoint
Threat Intelligence Blog | Flashpoint
Microsoft Security Blog
Microsoft Security Blog
P
Privacy & Cybersecurity Law Blog
WordPress大学
WordPress大学
The Cloudflare Blog
S
SegmentFault 最新的问题
Latest news
Latest news
Microsoft Azure Blog
Microsoft Azure Blog
P
Proofpoint News Feed
I
InfoQ
博客园 - 【当耐特】
NISL@THU
NISL@THU
A
About on SuperTechFans
T
Tailwind CSS Blog
酷 壳 – CoolShell
酷 壳 – CoolShell
The Hacker News
The Hacker News
奇客Solidot–传递最新科技情报
奇客Solidot–传递最新科技情报
Scott Helme
Scott Helme
雷峰网
雷峰网
C
CXSECURITY Database RSS Feed - CXSecurity.com
Security Latest
Security Latest
V
Vulnerabilities – Threatpost
Security Archives - TechRepublic
Security Archives - TechRepublic
A
Arctic Wolf
Hacker News: Ask HN
Hacker News: Ask HN
N
News and Events Feed by Topic
IT之家
IT之家
cs.CL updates on arXiv.org
cs.CL updates on arXiv.org
aimingoo的专栏
aimingoo的专栏
T
Threat Research - Cisco Blogs
OSCHINA 社区最新新闻
OSCHINA 社区最新新闻
阮一峰的网络日志
阮一峰的网络日志
SecWiki News
SecWiki News
大猫的无限游戏
大猫的无限游戏
S
Security Affairs
The Register - Security
The Register - Security
www.infosecurity-magazine.com
www.infosecurity-magazine.com
L
LINUX DO - 热门话题
T
Tor Project blog

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
Building My Personal Website From Scratch: Tech Stack, Architecture, and Lessons Learned
Shubham · 2026-06-28 · via DEV Community

Shubham

As a software engineer, a personal website is more than just an online resume it’s an open-ended canvas, a sandbox for testing new tech, and a reflection of how you approach software architecture.

When I set out to build shubhkumar.in, I didn't want to just spin up a template or use a no-code builder. I wanted to build a production-grade, highly optimized, and scalable platform from scratch.

Here is a look under the hood at the stack, the design decisions, the hosting setup, and the inevitable mistakes made along the way.

The Tech Stack: Modular & Decoupled

Instead of building a monolithic application, I opted for a decoupled frontend and backend architecture. This keeps the presentation layer lightweight while allowing the API to scale independently.

  • Frontend: Next.js & Tailwind CSS. Next.js handles the user interface with excellent performance, while Tailwind CSS keeps the utility-first design clean, responsive, and highly maintainable.

  • Backend API: Express.js (Node.js). Hosted at api.shubhkumar.in, this unopinionated framework handles dynamic requests and serves content efficiently.

  • Database & Distributed Caching: MongoDB Atlas & Redis. MongoDB Atlas acts as our fully managed cloud database layer. To slash latency and prevent unnecessary database queries, a cloud-managed Redis instance sits right in front of it.

Design Decisions: Single Source of Truth & Multi-Tier Caching

The core philosophy behind this project was performance, reusability, and absolute separation of concerns.

Instead of letting the Next.js frontend query the database directly, everything routes through the dedicated Express API. The biggest architectural win here is that the API acts as a single source of truth for my entire digital footprint.

Beyond the main portfolio at shubhkumar.in, I also host my dedicated CV at cv.shubhkumar.in. Both frontends consume data from the exact same API endpoints. If I update a project description, add a new tech stack proficiency, or modify my work history, the change reflects universally across all subdomains.

To deliver instantaneous, sub-100ms response times globally, the architecture leverages a two-tier aggressive caching model:

  1. The API Tier (Redis): When a request hits the Express backend, it checks the cloud Redis cache first. If it's a hit, it serves it instantly. If it's a miss, it pulls from MongoDB Atlas and hydrates Redis with an expiration TTL (Time-to-Live).

  2. The Frontend Tier (Next.js Data Cache): Pages aren't just fetching live on every request. Next.js caches data at the framework layer using time-based revalidation (next: { revalidate: ... }). This serves prerendered static pages from Vercel’s edge network while quietly updating the data in the background once the timer lapses.

Hosting & Deployment: The Cloud Setup

For hosting, I wanted a fully managed, modern cloud setup that eliminates infrastructure maintenance overhead while providing global scalability.

  • Frontend Hosting (Vercel): The Next.js frontend is deployed on Vercel, providing global CDN distribution and world-class optimization for Next.js assets out of the box.

  • Backend Hosting (Render): The Express.js API runs on Render, managing web environments smoothly with auto-deployments from Git and managed SSL setup.

  • Health & Diagnostics (Uptime Monitoring): To ensure high availability across this distributed setup, I implemented a robust uptime monitoring layer that pings the frontend endpoints and the underlying API services, alerting me the second a bottleneck occurs.

Mistakes I Made (And How I Fixed Them)

No project is built from scratch without a few roadblocks. Here are the major pitfalls I encountered:

  1. The Double-Caching Sync Dilemma: Layering Next.js revalidation over an aggressive Redis cache meant that content updates were trapped behind two separate timers. Modifying database records sometimes wouldn't show up on the live UI for quite a long time due to cache stacking.
*   _The Fix (and Current Plan):_ Right now, the site relies on short, balanced time-to-live intervals. However, the long-term solution is already in the works: building a unified dynamic webhook pipeline. When data changes, a hook will trigger an automatic `DEL` command to the Redis key and simultaneously ping a Next.js API route handler to call `revalidatePath()` or `revalidateTag()`, flushing both layers instantly.

  1. Over-Engineering the Backend Initially: I started treating my personal API like an enterprise microservices platform, worrying about premature optimization before the core features were even stable.
*   _The Fix:_ I stripped it back to a clean, modular Express architecture. YAGNI (You Aren't Gonna Need It) applies to personal portfolios just as much as production SaaS products.

  1. Handling Cold Starts on Managed Hosting: When the API instances go quiet, spin-up times on managed cloud infrastructure can sometimes introduce latency for the first visitor.
*   The Fix: I streamlined database connection pools, minimized the deployment bundle, and utilized the uptime monitoring pings as a dual-purpose "heartbeat" to ensure the API container stays warm, active, and snappy.




Final Thoughts

Building shubhkumar.in from scratch wasn't the fastest way to put a portfolio online, but it was easily the most rewarding. It forced me to think through the entire lifecycle of an application from building a multi-tier cache architecture to managing production cloud deployments.

The best part? Because it’s driven by a single-source-of-truth API, it can power any future side project or subdomain I decide to build down the road.