Engineering Insights
From the Trenches
Practical articles on AI development, software architecture, and building products at speed.
How We Use AI to Write Production Code 10× Faster
A behind-the-scenes look at our AI-augmented development workflow — the tools, prompts, and processes we use to compress months into weeks.
Building a SaaS MVP in 2 Weeks: A Case Study
We helped a Y Combinator startup go from wireframes to live product in 14 days. Here's exactly how we did it.
RAG vs Fine-Tuning: When to Use Which
A practical guide to choosing the right approach for adding custom knowledge to your LLM-powered applications.
The True Cost of Technical Debt in 2025
How accumulated technical debt is quietly killing startup velocity — and how to escape it without rewriting everything.
Next.js 14 App Router: Our Production Experience
After shipping 10 projects with Next.js 14's App Router, here's what we learned — the good, the tricky, and the gotchas.
AI Code Review: Better Than Human Review?
We ran an experiment: AI code review vs senior engineer review on 50 pull requests. The results surprised us.