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128 articles · 29 featured

Why Gradient Boosting Over Deep Learning for NBA Predictions

Research consistently shows GBDT outperforms neural networks on tabular data. Here's why I chose scikit-learn over PyTorch for 12 prediction models.

Blog

Why Gradient Boosting Over Deep Learning for NBA Predictions

Feature Engineering for Sports ML: From Raw Stats to Injury Predictions

Building Zero-Knowledge Encryption for a Web App

Anti-Hallucination Architecture: Grounding AI in Real Data

PostgreSQL Advisory Locks: Preventing Double-Bookings

Webhook Processing: Never Process Inline

Building Context-Aware SQL Autocompletion with CodeMirror 6

Server Actions vs REST: A Decision Framework for Next.js

Defense in Depth: Three Layers of Authorization

Four-Layer Testing Strategy: Unit to Production

Building SculptQL: A Local-First SQL IDE with CodeMirror

Building a Custom Syntax Highlighter for My Portfolio's Code Editor

Why I Chose Sanity for My Portfolio

Pages Router to App Router: The Complete Migration Cheatsheet

Building a Real-Time Draft System

CI/CD for Next.js App Router: My GitHub Actions Pipeline

Why GraphQL Over REST for This Portfolio

Debugging N+1 Queries in Player Stats

Server State vs Client State in React

Tech Stack Usage Across Projects

Accessibility in Next.js App Router: Patterns That Pass Audits

Testing Next.js App Router: Real Patterns from My Projects

Next.js App Router Performance: What Actually Moved the Needle

Next.js Route Handlers: Building APIs with the App Router

Next.js SEO: robots.ts, sitemap.ts, and Metadata API Patterns

Next.js App Router Caching Deep Dive: cache(), revalidateTag, and ISR in Production

Why I Chose Sanity + GROQ for Bring The Shreds

Next.js generateStaticParams and generateMetadata: Dynamic Routes Done Right

Server Actions in Next.js: When to Use Them Over API Routes

Next.js Navigation Functions: redirect, notFound, useRouter, and URL State Management

Next.js Dynamic Imports: Code Splitting and Lazy Loading Components

Incremental Static Regeneration Explained

Content Security Policy for Modern Web Apps

Streaming HTML with React Suspense

Building Accessible UI Components with Radix

GraphQL Query Complexity Analysis

Error Boundaries in React: Patterns for Production

Route Handlers vs Server Actions: When to Use Each in Next.js App Router

Image Optimization: Next.js Image vs Sanity CDN

Tailwind CSS: Organizing Styles at Scale

OpenAI API Integration: Rate Limits and Fallbacks

Prisma ORM: Tips After 2 Years of Production Use

PostgreSQL vs Redis: Choosing the Right Data Store

Three.js in Next.js: SSR Challenges and Solutions

Next.js Error Handling: error.tsx, not-found.tsx, and Error Boundaries

GSAP ScrollTrigger with React: Performance Patterns

Next.js Middleware: Authentication, Redirects, and Edge Logic

Tina CMS vs Sanity: When to Choose Each

D3.js Force-Directed Graphs in React

Optimistic UI Updates in Real-time Applications

WebSocket Reconnection: Handling Network Instability

TypeScript Generics for GraphQL Operations

Sanity Schema Design: Lessons from Building a Portfolio CMS

Building a GraphQL API Over Sanity CMS

Next.js Loading States: Streaming, Suspense, and Skeleton UI Patterns

React Server Components: The Mental Model That Finally Clicked

Why I Chose Next.js App Router Over Pages Router

Next.js Layouts and Route Groups: Nested UI Architecture

Three.js in React: 3D Knowledge Graph Visualization

GraphQL Code Generation: End-to-End Type Safety

Next.js App Router: Lessons After 6 Months

Infinite Scroll vs Pagination: UX Tradeoffs

CodeMirror SQL Autocomplete: Building Smart Query Suggestions

Error Boundaries in Production: Patterns That Work

D3.js Schema Visualization: Interactive Database Diagrams

Local-First Architecture: Why SculptQL Never Sends Your Data

Animation Libraries Compared: Framer Motion vs GSAP

Image Optimization in Next.js: Beyond the Basics

Workout Completion Rates by Day of Week

Zod Schema Validation: Full-Stack Type Safety

react-big-calendar vs FullCalendar: A Practical Comparison

Drag and Drop Libraries Compared: dnd-kit vs react-beautiful-dnd vs @hello-pangea/dnd

Radix UI: Building a Component Library Foundation

Decision Model Risk Distribution

Building ML Player Predictions with Python and XGBoost

pgvector Semantic Search: Finding Similar Players

CSS Container Queries: Component-Level Responsiveness

Building Real-Time Workout Feedback with WebSockets

WebSocket Draft Rooms: Real-Time Multiplayer Architecture