// ARTICLES
startups
Engineering
Dedicated Development Team vs Freelancers: A 2026 Guide
Freelancers cost less per hour, but coordinating them adds 10 to 15 hours of overhead a week. A 2026 guide to choosing a dedicated team or freelancers.
11 May 2026 · 5 min read
AI & Automation
5 AI Integration Mistakes We See Startups Make
After building AI features for multiple startups, these are the five integration mistakes that consistently waste time and money - and how to avoid them.
6 April 2026 · 7 min read