Blog
What MVPs really cost, when DIY AI tools stop working, and how production software actually gets built with Claude Code — with real numbers, including ours.
We researched 20+ development agencies and mapped their pricing: a 75x spread for the same MVP, a transparency divide, and only two shops that name their AI tools.
Read the post →
AI-first development means AI agents write most of the code while senior engineers own architecture and review every line. How it differs from vibe coding and autocomplete.
Read the post →
All four AI app builders can ship a working prototype in a weekend. An agency that audits their output compares what each is best at — and the gap none of them close.
Read the post →
Freelancer, in-house hire, agency, or AI-first shop? Real 2026 rates for every way to hire an app developer — and the hidden costs the quotes leave out.
Read the post →
Vibe coding is building software by prompting AI tools instead of writing code. What it is, where the term came from, what it is great at, and where it breaks.
Read the post →
Seven security checks that catch the vast majority of vulnerabilities in AI-generated code — from hardcoded secrets to missing authorization — with the failure data behind each one.
Read the post →
Yes, AI can build most of your app — about 70% of it. What that number really means, what the remaining 30% costs, and how to use both halves to your advantage.
Read the post →
Our AI-first development workflow in the open: how Claude Code, senior review, and a security checklist turn three weeks into a production MVP — including what the AI is not allowed to do.
Read the post →
A comparison of AI-first and AI-MVP development agencies in 2026: pricing, timelines, and what each is actually best at — including the limitations agencies usually hide.
Read the post →
AI tools get you 70% of an app. The data on what happens in the last 30% — security audits, YC statistics, real failure costs — and a decision framework for founders.
Read the post →
MVP development costs in 2026 range from $2,000 to $300,000+. Here is the full market map by tier — including our own fixed prices — and how to know which tier you actually need.
Read the post →
30-minute call. No pitch deck, no pressure — you leave with a written scope and price whether you hire us or not.
Book a free scoping call