Why agent builders keep overpaying for servers
Teams buy a full VM so Python packages survive overnight. Most of the bill is idle time. The data-platform world already has a name for this leak.
Blog
Short notes for people whose agents will not go to bed.
Plain language. Cited numbers. No invented savings percentages.
Managed Python sandboxes for stateful AI agent workflows.
Your agent needs a desk, not a data centre
Ephemeral sandboxes forget installed packages. Raw VMs want a human on call. Long-horizon agents need a warm Python desk that stays set up.