Computer-Use Agents Explained: How AI Runs a Screen and How to Sandbox It
A computer-use agent looks at screenshots and sends clicks and keystrokes. How the loop works, what can go wrong, and a container sandbox you can build.
Deep dives, practical guides, and incident analyses from engineers who build Safeguard. No fluff, no vendor FUD — just what you need to ship secure software.
A computer-use agent looks at screenshots and sends clicks and keystrokes. How the loop works, what can go wrong, and a container sandbox you can build.
Doping adds phosphorus or boron to silicon to make n-type and p-type layers; where they meet, a p-n junction forms the diode, transistor, LED and solar cell.
Earth's rigid outer shell is broken into plates that move a few centimetres a year; where they meet, stored strain is released as earthquakes and volcanoes.
Size a homelab UPS in watts and VA, estimate runtime, pick a battery type and use Network UPS Tools to shut down a NAS, hypervisor and Kubernetes nodes.
A home NAS keeps files on redundant disks, but RAID is not a backup. Learn ZFS mirrors and RAIDZ, scrubs, snapshots, replication and the 3-2-1 rule.
A self-hosted password manager keeps the encrypted vault on your server. How vault encryption and sync work, what you now own, and how to run one safely.
How the 5G core works: AMF, SMF, UPF and the other NFs, HTTP/2 service APIs, NRF discovery and OAuth tokens, SEPP roaming security, slicing and lab setup.
A PCI option ROM is driver code on a GPU, NIC or storage card that firmware runs before the OS. Learn how Secure Boot verifies it and how PCRs record it.
Coreboot is open source boot firmware that initializes hardware, then hands off to a payload. Learn its stages, payloads, blobs, vboot and safe flashing.
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