From Vibe Code to Production
The reality check every AI founder needs. What happens when the prototype meets production.
March 2, 2026
Exploring AI agents, SaaS patterns, and indie hacking. Practical insights from the frontier of automation.
The reality check every AI founder needs. What happens when the prototype meets production.
Model Context Protocol is becoming the standard for AI agent tooling. Here's why it matters.
Real numbers, real strategies. Semantic caching, model routing, and prompt optimization.
I'm Marc - a technologist, investor, and builder from Regina, Saskatchewan. Currently working on AI agent systems, SaaS products, and exploring the intersection of automation and entrepreneurship. This is where I share what I'm learning.