Notes on building.
Guides on mobile apps, web platforms and AI products. Cost breakdowns, stack comparisons and how we ship.
How Much Does It Cost to Build a Compliance Training Platform?
Off-the-shelf LMS platforms handle generic training fine. But when you need SOX audit trails, HIPAA-specific assessments, or EU AI Act modules with real enforcement teeth, you are looking at custom development. Here is what it actually costs.
Cost & planning · Apr 20, 2026 · 13 min read
How Much Does It Cost to Build an AI Data Pipeline in 2026?
Every production ML model is only as good as the data feeding it. Building a reliable AI data pipeline costs $80K to $750K+ depending on whether you need batch ingestion, real-time streaming, feature stores, or vector embedding pipelines.
Cost & planning · Apr 20, 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 Much Does It Cost to Migrate From WordPress to Custom Code?
WordPress carried your business for years. Now it is slow, plugin-bloated, and holding you back. Here is what it actually costs to migrate to custom code and whether you should.
Cost & planning · Apr 17, 2026 · 14 min read
How Much Does It Cost to Build an AI Wrapper SaaS From Scratch?
AI wrapper SaaS products are the fastest path to market in the AI wave, but most founders underestimate what it actually takes to build one that lasts. Here is what it really costs, from quick MVP to defensible product.
Cost & planning · Apr 17, 2026 · 15 min read
Mobile App Redesign Costs: What a Full UX Overhaul Costs in 2026
A mobile app redesign can cost anywhere from $15,000 for a UI refresh to $300,000+ for a cross-platform rebuild. Here's what actually drives the price and how to scope your project correctly.
Cost & planning · Apr 17, 2026 · 13 min read
Software Development Contract Pricing: What Startups Pay in 2026
You got three wildly different quotes for the same project. That is normal. Here is how contract pricing actually works and what you should be paying.
Cost & planning · Apr 16, 2026 · 15 min read
How Much Does It Cost to Rescue and Rebuild a Vibe-Coded MVP?
Your vibe-coded MVP got you to launch, but now it is falling apart under real users. Here is exactly what it costs to fix it, and how to decide between a rescue and a full rebuild.
Cost & planning · Apr 15, 2026 · 14 min read
AI Production Costs: How Much Does It Cost to Run AI Monthly?
Everyone talks about the cost to build AI, but nobody warns you about the monthly bill once it is live. Here is what real companies actually spend to keep AI running in production.
Cost & planning · Apr 15, 2026 · 15 min read
How Much Does Technical Due Diligence Cost Before Fundraising?
If you're raising a Series A or B, someone is going to look under the hood of your codebase. The question is whether you pay to find problems now or let investors find them later.
Cost & planning · Apr 15, 2026 · 13 min read
How Much Does It Cost to Migrate From No-Code to Custom Code?
Your no-code app got you to market fast. Now it is choking under real traffic and you need to migrate. Here is what that actually costs and how to do it without torching your user base.
Cost & planning · Apr 15, 2026 · 14 min read