Notes on building.
Guides on mobile apps, web platforms and AI products. Cost breakdowns, stack comparisons and how we ship.
How to Build an AI-Native Service Company Instead of a SaaS
The smartest founders are abandoning SaaS to sell outcomes powered by AI agents. This guide walks you through the business model, pricing, workforce design, and customer acquisition strategies you need to build an AI-native service company from scratch.
How to build · Jun 17, 2026 · 14 min read
Freemium vs Free Trial vs PLG: SaaS Monetization Strategy
Picking the wrong monetization model can bleed your runway dry or cap your growth before it starts. Here is how freemium, free trial, and product-led growth actually compare with real numbers.
Technology · Jun 17, 2026 · 14 min read
Jamstack vs Traditional Web Architecture for Startups 2026
Choosing between Jamstack and traditional server-rendered architecture is one of the most consequential technical decisions a startup can make. Here is how to get it right without over-engineering or painting yourself into a corner.
Technology · Jun 17, 2026 · 14 min read
How Much Does It Cost to Build an AI Code Generation Platform?
Building an AI code generation platform involves far more than plugging into an LLM API. Here is a realistic cost breakdown covering architecture, fine-tuning, IDE tooling, and ongoing inference expenses.
Cost & planning · Jun 16, 2026 · 14 min read
How to Build an Employee Scheduling App for Shift-Based Teams
Shift-based teams still rely on spreadsheets and group texts for scheduling. Here is how to build an employee scheduling app that handles availability, auto-scheduling, swaps, compliance, and payroll in one product.
How to build · Jun 16, 2026 · 14 min read
How to Build an AI Bookkeeping Automation Tool From Scratch
Manual bookkeeping costs small businesses $2,000 to $5,000 per month and still produces errors. Here is a complete technical blueprint for building an AI bookkeeping automation tool that handles receipt capture, categorization, reconciliation, and reporting with minimal human intervention.
How to build · Jun 16, 2026 · 14 min read
How to Build a Drone Delivery Management Platform in 2026
Drone delivery is moving from pilot programs to scaled operations. Here is how to build the management platform that keeps fleets airborne, compliant, and profitable.
How to build · Jun 16, 2026 · 14 min read
How to Build a SaaS Admin Panel and Dashboard From Scratch
Your SaaS product needs an admin panel yesterday. Here is how to build one that handles multi-tenancy, RBAC, billing, and audit logs without losing your mind or your budget.
How to build · Jun 16, 2026 · 14 min read
How to Build a Product Analytics Pipeline for Your SaaS App
Most SaaS teams outgrow their analytics tool before they outgrow their product. Here is how to build a product analytics pipeline that scales with you, from event tracking to warehouse to insight.
How to build · Jun 16, 2026 · 14 min read
Agency vs Freelancer vs AI Coding: How to Choose in 2026
Agencies, freelancers, and AI coding tools each promise to build your product faster and cheaper. The truth is more complicated. Here is a practical breakdown of when each option works, what it actually costs, and how to combine them for the best results.
Technology · Jun 16, 2026 · 14 min read
How to Build a Sports League and Tournament Management App
League and tournament management apps replace spreadsheets, group chats, and manual bracket tracking with a single platform that handles registration, scheduling, scoring, and standings. This guide covers every system you need to build one that actually works.
How to build · Jun 15, 2026 · 14 min read
How to Build an AI Subscription Analytics Dashboard for SaaS
Generic analytics tools were not designed for subscription businesses. An AI subscription analytics dashboard connects directly to your billing data, calculates the metrics that actually matter, and predicts problems before they show up in your revenue. Here is what it takes to build one.
How to build · Jun 15, 2026 · 15 min read