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GPU economics for self-hosted code models
Learn what GPUs cost for self-hosted code models, how to size hardware, and when cloud or managed options save money.
2026-05-0513 min read
Goatfied blog
Developer-to-developer writing. No fluff. Just what worked, what failed, and what shipped.

ux
Learn what GPUs cost for self-hosted code models, how to size hardware, and when cloud or managed options save money.

ux
Learn how to isolate untrusted code execution in development workflows using containers, VMs, and permission boundaries without breaking developer productivity.