Relying on rented computational infrastructure subjects developers to continuous platform rug-pulls.
As cloud and AI providers aggressively monetize their services, researchers and developers must own physical hardware to escape arbitrary pricing cuts, API deactivations, and usage limits.
The same conclusion keeps arriving from across the workspace's research — 2 topics independently instantiate this theme. Filter the evidence by where it came from:
It shows how Google sunsetting its open-source CLI to push a proprietary, metered replacement subjects developers to arbitrary platform rug-pulls.
It illustrates how transitioning from rented cloud services to physical hardware ownership eliminates the metered cost friction that limits developer experimentation.
Developers relying on flat-rate login credentials can face sudden, unilateral access cuts as AI providers aggressively shift to per-token monetization.