Notes on building.
Guides on mobile apps, web platforms and AI products. Cost breakdowns, stack comparisons and how we ship.
The Vibe Coding Trap: When AI-Generated Code Becomes Tech Debt
That AI-generated MVP you shipped in a weekend? It might be a ticking time bomb. Here is how vibe coding creates hidden technical debt that costs 3x more to fix than building it right the first time.
AI & strategy · Apr 18, 2026 · 14 min read
How Much Does It Cost to Build a Veterinary Clinic App in 2026?
Veterinary clinic apps combine healthcare-grade compliance, real-time scheduling, and practice management integrations that push costs well beyond a standard booking app. Here is what you should actually budget.
Cost & planning · Apr 18, 2026 · 14 min read
How Much Does Product-Led Growth Infrastructure Cost to Build?
PLG infrastructure is not one tool. It is five or six systems that need to work together, and most founders underestimate the true cost by 2x to 3x. Here is what it actually takes.
Cost & planning · Apr 18, 2026 · 13 min read
How to Build a Product-Led Growth Engine for Your SaaS Platform
Product-led growth turns your product into your best salesperson. Here is how to build a PLG engine that acquires, activates, and expands users without a bloated sales team.
How to build · Apr 18, 2026 · 15 min read
How to Build a B2B Customer Portal With Role-Based Access Control
Your B2B customers expect a self-service portal that feels like it was built just for them. Here is how to architect one with proper role-based access control, multi-tenancy, and enterprise-grade security.
How to build · Apr 18, 2026 · 14 min read
How to Build a Pharmacy Management System From Scratch in 2026
Off-the-shelf pharmacy software locks you into rigid workflows and per-station licensing fees that scale against you. If your pharmacy operation has unique dispensing logic, multi-location needs, or specialty compounding workflows, a custom-built system pays for itself within 18 months.
How to build · Apr 18, 2026 · 15 min read
How to Build an On-Demand Moving and Relocation Services App
The moving industry is stuck in the 1990s. Building an on-demand moving app that connects vetted movers with customers through transparent pricing and real-time tracking is one of the biggest untapped marketplace opportunities left.
How to build · Apr 18, 2026 · 14 min read
How to Build a Multi-Location Restaurant Management Platform
Running 5+ restaurant locations on disconnected tools is operational chaos. Here is how to build a unified management platform that gives you real-time control across every location.
How to build · Apr 18, 2026 · 15 min read
How to Prepare Your Startup Codebase for Technical Due Diligence
Investors are poking around your repo in 6 weeks. Here is the tactical playbook to get your codebase audit-ready without burning out your team.
How to build · Apr 17, 2026 · 14 min read
Spec-Driven AI Development: Kiro vs. BMAD vs. Traditional Agile
Vibe coding got us hooked, but production codebases need structure. Here is how Kiro, BMAD, and GSD bring spec-driven rigor to AI development without killing the speed.
Technology · Apr 17, 2026 · 14 min read
Structured Output Patterns Every AI Application Needs in 2026
LLMs produce beautiful prose, but your database needs JSON. Here is how to reliably extract structured data from language models without losing your mind or your uptime.
Technology · Apr 17, 2026 · 14 min read
Zero-ETL Architecture: Real-Time Data Integration for Startups
Traditional ETL pipelines are expensive, fragile, and slow. Zero-ETL architecture is how modern startups get real-time data integration without the maintenance headaches.
Technology · Apr 17, 2026 · 14 min read