Sandbox startups should pivot to orchestration, context and memory layers, dev argues

YashasGunderia · x · 2026-11-11

A developer argues that most sandbox startups will pivot after demo day because sandboxes are a commodity play. His advice:

• Don't fight on being the cheapest sandbox on X; build the orchestration layer, context and memory systems that make clients stick
• He predicts only 2-3 sandbox companies will survive; the rest will pivot to end products
• An emerging opportunity: physical AI companies doing robot evals are spinning up lots of sandboxes, and after talking to founders he believes demand will explode

Original post →