The Rule I Use to Know When AI Is Wasting My Time

In this monologue, founder Robert Ta shares a practical rule of thumb for balancing deep AI experimentation with the need to ship functional products. He explains that when an AI-related task drags on beyond a reasonable time—illustrated by an hour without clear progress—he steps back, returns to proven development patterns, and focuses on delivering tangible output. He also highlights the importance of regular reflection through team structures such as pods and weekly meetings, where members discuss what’s working and the constraints they encounter. While advocating for disciplined limits, Ta emphasizes that strategic exploration of cutting‑edge AI tools is essential for gaining a competitive edge over incumbents, as it can provide arbitrage opportunities that accelerate the business.










