48 articles
RAG and fine-tuning solve different problems. RAG gives the model new knowledge. Fine-tuning changes how the model behaves. Here's a practical guide to choosing — and when to combine both.
A 2025 CNCF survey shows 42% of teams regret microservices. Amazon Prime Video cut costs 90% by going back to a monolith. Here's why we build modular monoliths — and how.
A practical engineering guide to adding AI features to products already in production. Model selection, architecture patterns, cost management, and the RAG vs. fine-tuning decision.
Standard advice says pay down all technical debt. We disagree. After dozens of MVPs, here's our taxonomy: debt you keep, debt you must fix, and debt that doesn't matter.
We've built 30+ MVPs. Simple ones start at €25,000. AI-powered SaaS products go up to €120,000. Here's exactly where the money goes — with real numbers from our projects.
92% of developers use AI coding tools. But 45% of AI-generated code fails security tests. Here's our actual workflow for shipping AI-assisted code without shipping vulnerabilities.
Building an MVP isn't about cutting corners — it's about cutting scope. Here's our exact process from first call to production deploy, week by week.
A TypeScript toolkit for building AI-powered apps and agents
A lightweight, container-isolated personal AI assistant in 500 lines
Build beautiful, responsive emails with React components
The all-in-one JavaScript runtime that keeps getting faster
A complete rewrite with a new engine and zero-config setup
A blazing-fast, multiplayer code editor built in Rust
LLMs are everywhere. We use them daily — for code generation, reviews, and documentation. Here's what actually works, what doesn't, and where human judgment is still non-negotiable.
After years of building on Firebase, we switched to PostgreSQL. Here's why typed schemas, static analysis, and real relational data won — and why we're never looking back.
DRIVTO 2.0 is live. How we rebuilt the leading marketplace for curated driving events — from track days to heritage rallies — with Next.js, TypeScript, and a focus on community.
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