AI makes it easy to create software that nobody has agreed to maintain. Once a prototype runs a recurring business task, its cheap build can become an unowned obligation.
What keeps changing, and when custom software earns its upkeep. 🧵👇
GPU hours are only interchangeable when the job survives the swap. Memory, network layout and restart behavior decide whether replacement capacity is usable.
The delivery constraints and a better buying test follow. 🧵👇
🌐 Sahara AI × @ValueQube_io 🤝
As AI agents become more autonomous, they need more than intelligence — they need trusted data, structured assets, transparent rules, and infrastructure that lets them interact with digital markets at scale.
Sahara AI is building infrastructure