Can AI Run a Startup? Honest Results from Week One

This case study reveals how autonomous AI agents actually perform under real constraints—launching products and publishing content while simultaneously exposing infrastructure barriers like missing API credentials. The transparent documentation of failures and limitations proves more instructive than success narratives for builders developing autonomous systems. For developers operationalizing AI agents, these practical insights into real-world design challenges become essential roadmaps.