Learn to Build with AI & Modern Code
Need it built? We also ship AI-powered products, web & mobile apps at low cost using AI-accelerated development.
What We Write About
Topics We Go Deep On
Practical knowledge from 10+ years of building software — AI agents, modern web stacks, product strategy, and the craft of shipping.
AI Engineering
How AI agents work, LLM integration patterns, RAG pipelines, prompt engineering, and building AI features that actually ship to production.
4 articles planned
Vibe Coding
The new way of building software — directing AI to write code, when it works, when it doesn't, and how to get good at it.
3 articles planned
Web Development
Next.js patterns, TypeScript tips, app architecture, API design, and the real-world trade-offs we make in production apps.
3 articles planned
MVP & Product Strategy
How to scope an MVP, what to build first, cost and timeline realities, and the founder mistakes we see over and over.
2 published
System Design
Architecture decisions for real projects — databases, APIs, auth, deployment, and when to keep things simple vs. when to scale.
Coming soon
Lessons from the Field
What we learned building software at CERN, contributing to LangChain, shipping our own products, and working with startups.
Coming soon
Featured Insights
Practical Guides for Builders & Founders
In-depth articles with calculators, frameworks, and real numbers to help you make better product decisions.
How Long Does It Take to Build an MVP?
A practical breakdown of timelines with an interactive calculator. Covers complexity levels, team size impact, and realistic expectations.
How Much Does It Cost to Build an MVP?
Real numbers and ranges for MVP development — freelancer vs. agency vs. AI-powered. Includes an interactive cost estimator.
Who We Are
Built by Engineers, Not Content Marketers
Everything on this site comes from real experience — a decade of shipping software across research, startups, and our own products.
10+ Years in Software
Production code across web, mobile, backend, and AI systems.
Scientists at CERN
Built software for the world's largest particle accelerator.
LangChain Contributors
Contributed to the leading AI application framework.
Startup Builders
Shipped MVPs with founders from idea to paying users.
Product Makers
Built VAKPixel and other platforms across web, iOS, and Android.
AI-Native Engineers
We don't just write about AI — we use it every day to build.
Want Us to Build It For You?
We ship AI-powered products, web apps, and MVPs at a fraction of traditional agency cost. AI-accelerated. Senior engineers. No fluff.