The Backup Paradox: Why Agent Backups Leak What They're Meant to Protect

Backups are simple, right? Copy files. Store them somewhere safe. Restore when things break.

For agents? Not even close.

Because agents aren’t just data. They’re:

  • Credential-carrying — API keys, signing keys, tokens
  • State-dependent — context, memory, pending actions
  • Identity-bound — cryptographic keys that are the agent

Traditional backup strategies assume backups are read-only archives that sit dormant until disaster strikes. But agent backups are live attack surfaces. Every backup is a frozen snapshot of credentials, context, and identity.