Notes on building.
Guides on mobile apps, web platforms and AI products. Cost breakdowns, stack comparisons and how we ship.
AI for Dental Practices: Patient Flow and Billing Automation
Dental practices lose thousands each month to no-shows, billing errors, and claim denials. AI-powered patient flow and billing automation can recover that revenue while freeing your front desk to focus on patients, not paperwork.
AI & strategy · May 18, 2026 · 13 min read
AI for Childcare Centers: Staff Scheduling and Parent Comms
Childcare directors spend up to 20 hours a week on scheduling and parent messages. AI can reclaim most of that time, and it costs less than you think.
AI & strategy · May 18, 2026 · 13 min read
Firecrawl vs Jina Reader vs Tavily: AI Data Extraction 2026
AI agents need to read the web, but raw HTML is useless for LLMs. These three tools convert web pages into clean, structured data that AI can actually work with, and they each do it differently.
Technology · May 17, 2026 · 14 min read
The One-Person AI Startup Playbook: Building With Agents 2026
Solo founders with AI agents are shipping products that used to require a team of engineers, designers, and marketers. The economics of building a startup changed permanently in 2025, and most people still have not caught up.
AI & strategy · May 17, 2026 · 15 min read
AI for Veterinary Care: Diagnostics and Practice Automation
Veterinary practices face the same operational challenges as human healthcare but with tighter margins and smaller teams. AI tools designed for vet clinics can cut administrative overhead by 40% while improving diagnostic accuracy.
AI & strategy · May 17, 2026 · 14 min read
AI Agent Unit Economics: The Founder's Pricing and Cost Guide
Most AI agent startups are losing money on every transaction and hoping to make it up in volume. That math never works. Understanding unit economics before you scale is the difference between a real business and a slow-motion implosion.
AI & strategy · May 17, 2026 · 15 min read
How Much Does It Cost to Build a Payment Gateway in 2026?
Building your own payment gateway is one of the most expensive and regulated software projects you can take on. Here is the real cost breakdown, from licensing to PCI compliance to ongoing ops.
Cost & planning · May 17, 2026 · 14 min read
How Much Does It Cost to Build a Loyalty Program App in 2026?
Loyalty program apps range from $40K for a lean MVP to $350K+ for a full-featured platform. Here is everything you need to know before you budget a single dollar.
Cost & planning · May 17, 2026 · 13 min read
How Much Does It Cost to Build a Stablecoin Payments App 2026?
Building a stablecoin payments app costs between $90K for a focused MVP and $550K+ for a multi-chain, multi-currency platform with full regulatory compliance. Here is what actually drives those numbers and where founders overspend.
Cost & planning · May 17, 2026 · 14 min read
How Much Does It Cost to Build an AI QA Testing Platform 2026?
Building an AI-powered QA testing platform can cost anywhere from $40K to $500K+ depending on scope, team structure, and infrastructure choices. Here is a transparent breakdown so you can budget with confidence.
Cost & planning · May 17, 2026 · 13 min read
How Much Does It Cost to Build an AI Receptionist App in 2026?
Building an AI receptionist app can cost anywhere from $15K for a basic MVP to $350K+ for an enterprise-grade system. Here is what actually drives those numbers and where most teams overspend.
Cost & planning · May 17, 2026 · 13 min read
How to Build a Custom Payment Gateway From Scratch in 2026
Off-the-shelf payment gateways cost you 2.9% plus $0.30 per transaction, and they own the customer relationship. Building your own gateway gives you full control over fees, data, and user experience.
How to build · May 17, 2026 · 16 min read