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Infrastructure
Local Models, Cloud GPUs, and the Middle
InfrastructureJul 3, 20262 min read
Teams often think they must choose between fully local AI and ordinary cloud APIs, but private cloud execution can be the practical middle.
Infrastructure
Ephemeral Compute, Plain English
InfrastructureJul 3, 20262 min read
Ephemeral compute just means a short-lived processing place: start it, run the job, return the result, and remove the workspace.
Infrastructure
AI Image Stacks for Leak-Proof Teams
InfrastructureJul 3, 20262 min read
Teams handling sensitive images need sealed requests, controlled model execution, content-blind records, no prompt history, and a deletion story that survives scrutiny.
Infrastructure
The Hidden Cost of Provider-Proxy Images
InfrastructureJun 20, 20262 min read
Proxying customer prompts through third-party image providers is simple to ship, but it creates privacy, reliability, and trust costs.
Infrastructure
The case for shorter AI data paths
InfrastructureMay 16, 20262 min read
Shorter data paths make private AI systems easier to explain, easier to operate, and harder to accidentally misuse.