Coming from over 15 years of experience of running software development agency and helping enterprises build software solutions and navigate digital transformation I can see how AI-driven software development is a upcoming evolution and what huge potential it already has. Especially in how we now can build efficient hybrid teams combining human engineers and AI agents.

Using AI chats / Coding assistants will not work to complete complex projects inside a larger organization. Hear me out, coding assistants are great to boost individual productivity, but when it comes down to a bigger project you need to build a team. And that’s where it comes down to Agentic AI workflow implementation vs having individuals using AI for their day to day tasks.

When I started digging into AI system prompts out of my own curiosity, I wonder what is under the hood of popular AI tools like Cursor, Lovable, Vercel and others.I found this github repo that has exactly what I was looking for — a collection of the “system prompts” used by various AI applications. These aren’t the prompts you type in; they’re the hidden instructions developers give the AI beforehand.