Cloud Tech Weekly — Page 2

Firecracker micro-VMs on bare metal enable agent fleets to pause idle work and resume it instantly.

Micro-VMs provide stronger isolation than containers for untrusted model-generated code.

Firecracker isolates AI agent code with its own kernel and boots in milliseconds.

Persistent agents must decide when to search fresh versus reuse stored knowledge.

Building durable agents requires externalized state, checkpoints, and idempotent tools.

How to design agents that survive infrastructure failures and VM crashes.

Authenticated browser contexts must persist across agent restarts and reasoning cycles.

AI agents need isolated VMs to safely manage dynamic credentials.

Vector databases alone can't handle long-running agents, concurrent writes, or changing facts.

Separating storage from compute prevents agents from losing months of accumulated work.

Stateless works for single tasks, but persistent memory is required for multi-step reasoning.