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4 articles shown
Containers share a kernel; VMs don't. Here's the minimum security bar agent infrastructure needs — isolation model, VMM surface, and blast radius explained.
A computer for AI agents needs a durable filesystem and real machine flexibility, not just isolation. Here's what actually defines one, and how to evaluate it.
A technical deep dive on sandbox cold start optimization for AI agent workloads: the cold start stack, memory snapshot/restore, warm pools, image optimization, and a per-layer P99 latency budget.
For most agent workloads, cost is dominated by compute while a session is actively running. A 60-second session on a 2 vCPU / 4 GiB sandbox costs about a quarter of a cent in raw compute at Dedalus's published rates. The trap isn't the per-session price — it's paying for idle machines, over-provisioned CPU, and sessions that never terminate.
4 articles shown
Containers share a kernel; VMs don't. Here's the minimum security bar agent infrastructure needs — isolation model, VMM surface, and blast radius explained.
A computer for AI agents needs a durable filesystem and real machine flexibility, not just isolation. Here's what actually defines one, and how to evaluate it.
A technical deep dive on sandbox cold start optimization for AI agent workloads: the cold start stack, memory snapshot/restore, warm pools, image optimization, and a per-layer P99 latency budget.
For most agent workloads, cost is dominated by compute while a session is actively running. A 60-second session on a 2 vCPU / 4 GiB sandbox costs about a quarter of a cent in raw compute at Dedalus's published rates. The trap isn't the per-session price — it's paying for idle machines, over-provisioned CPU, and sessions that never terminate.