Move Fast With AI Agents Without Breaking Prod

An AI agent can wipe a production database in seconds, recovery copies and all, and to every system watching, it looks like a routine API call.

This isn't a rare horror story anymore. Agents are in testing or production at 81% of teams, but only 14% had security sign-off first (Gravitee, 2026).

The part people miss: this is an IAM and blast-radius problem, not a prompt problem. Guardrails buy you time, but they don't hold, and most teams learn that in the restore, not the policy. In Eon's 2026 Cloud Data Infrastructure Report, 60% said a full restore takes six or more hours. Snapshots aren't a recovery strategy.

Join three practitioners live for a working conversation and a few live demos:

Moving fast without breaking prod

• The agent-harness controls most people don't know they have: human-in-the-loop, scoped auth, sandboxing
• Operationalizing agents beyond your laptop without widening the blast radius
• Finding the agents and shadow AI already running across your cloud, including the ones nobody deployed on purpose

What to do when something slips anyway

• Why recovery breaks during agent incidents, and what good looks like
• Restoring at the row, file, or table level instead of rehydrating everything
• Giving agents a read-only, queryable copy so they never need production access