AI Agent Deployment Infrastructure 2026: Ampere.sh vs E2B vs Modal vs Northflank
If you need an always-on managed assistant, Ampere.sh is the fastest path; if you need programmable, isolated coding workspaces, E2B usually fits better; if you need serverless GPU workflows plus sandbox primitives, Modal is often the best platform; and if you need BYOC, SOC 2 Type 2 posture, and one control plane for jobs, workers, APIs, and sandboxes, Northflank typically wins. I learned this the hard way while comparing these platforms for teams that moved from demo-only agent projects to production. The failure pattern is always the same: teams buy for one axis (for example “runs code in sandbox”), then discover they also need persistence, compliance, observability, or GPU jobs and the original choice breaks. This guide is written to prevent that category error. ...