Vibe Coding &amp; Scaling

Database Query Optimization for Growing Datasets in 2026

Database query optimization for growing datasets in 2026. Five common slow patterns, the fixes that actually work, and how to spot the next bottleneck early.

Full Text Search at Scale Algolia Meilisearch Typesense 2026

Full text search at scale 2026. Algolia, Meilisearch, Typesense compared on cost, performance, features, and what makes them differ in production.

Load Balancing for AI Built Apps Without Overengineering

Load balancing for AI built apps without overengineering. When you need it, three patterns that work for solo builders, and how to scale to 100K users.

grow·advanced·8 min

Preparing For Your First 100K Users Checklist 2026

Preparing for first 100K users 2026. Four readiness categories and what differs from 1000 user preparation for AI built apps at scale.

Scaling Email Transactional and Marketing at Volume 2026

Scaling email transactional and marketing 2026. Four scaling phases, what makes email infrastructure reliable, and patterns that prevent deliverability issues.

grow·advanced·8 min

WebSocket Scaling Handling Thousands of Connections 2026

WebSocket scaling for thousands of connections 2026. Four scaling phases, infrastructure patterns, and what makes WebSocket deployments robust.

grow·advanced·8 min

Microservices vs Monolith and When to Split a Vibe Coded App

Microservices vs monolith is the wrong question for most vibe-coded apps. Learn the four signals that justify splitting and the cost of premature distribution.

Apr 25, 2026Read

Auto Scaling Configuration and Cost Tradeoffs Explained

Auto scaling configuration sounds magical until you see the bill. Learn the four levers that matter, plus safe defaults and patterns to prevent runaway costs.

Apr 24, 2026Read

Preparing for Your First 1000 Users in a Vibe Coded App

Preparing your vibe-coded app for the first 1000 users requires fixing 12 specific systems before they break. Learn the order, the cost, and the warning signs.

Apr 23, 2026Read

grow·intermediate·10 min

API Rate Limiting at Scale for Growing AI-Built Applications

API rate limiting at scale for growing apps. Distributed Redis patterns, per-user limits, adaptive throttling, and graceful degradation that keeps users happy.

grow·intermediate·13 min

Caching at Scale With Redis, Memcached, and Edge Networks

Cache at scale with Redis, Memcached, and edge caching. Practical patterns for handling traffic spikes without proportional cost increases in your growing app.

grow·intermediate·11 min

CDN Configuration for Global Performance in Your Web App

Configure a CDN for global web app performance. Cloudflare, Vercel, and Fastly compared with cache rules, purging strategies, and asset optimization tips.

ship·advanced·10 min

Deploying to Multiple Regions for Global App Performance

Deploy to multiple regions for global performance. CDN edge deployment, database replication, Cloudflare Workers, and when multi-region actually matters.

grow·advanced·10 min

Queue-Based Architecture for Handling Traffic Spikes Safely

Queue-based architecture for handling traffic spikes. Message queues, event-driven processing, and back-pressure patterns that keep your app running smoothly.

grow·advanced·11 min

Database Scaling When Your Vibe-Coded App Outgrows One Server

Database scaling explained for vibe coders. Learn connection pooling, read replicas, and sharding with real examples for Supabase, Neon, and PlanetScale.

grow·intermediate·10 min

Horizontal vs Vertical Scaling and Which One Your App Needs

Horizontal vs vertical scaling explained for vibe coders. Learn when to scale up vs scale out, real cost comparisons, and which approach fits your app's needs.

pulse·intermediate·10 min

When AI Code Worked for 65,535 Requests and Then Died

AI-generated code worked perfectly for 65,535 requests then crashed. This post-mortem explains hidden scaling limits in AI code and how to find them early.

grow·beginner·10 min

Scaling 101 and What Actually Happens When Your App Blows Up

What happens when your vibe-coded app gets popular. Learn the five things that break first, when to worry about scaling, and how to prepare without over-engineering.

grow·beginner·10 min

When to Upgrade From Free Tiers and How to Decide Wisely

Know exactly when to upgrade from free tiers. This decision framework covers Vercel, Supabase, Netlify, and more with real signals that mean it is time to pay.