Agency vs Fractional CTO for AI App
Agencies build features. Fractional CTOs write strategy. Neither solves production failures in AI-built apps. See what actually works.
Comparisons
Evaluating your options for fixing an AI-built app? We break down every alternative honestly.
Cursor App vs Production-Ready Application
Your Cursor-built app works in dev. Here is exactly what separates it from production-ready — and what it takes to close the gap.
Fiverr Developer vs Production Engineering
Fiverr developers fix bugs for $500. Production engineers fix systems for $10K+. Here is when cheap fixes work and when they cost you more.
Fixing AI Code Yourself vs Hiring Experts
Honest breakdown of what you can fix yourself in your AI-built app and what requires production engineering expertise. Save months of trial and error.
Freelancer vs Production Engineering Firm
Freelancers fix bugs. Production engineers fix systems. See which one your AI app actually needs — and when each makes sense.
Lovable vs Custom Engineering for Production
Lovable builds MVPs fast. Custom engineering makes them production-ready. Here is when each is right and how to bridge the gap.
Rebuild vs Rescue Engineering for AI Apps
Your AI app has problems. Should you rebuild or rescue it? Data on cost, timeline, and risk for each path. The answer is almost always rescue.