Marceline Dubois

Agent failures demand a new postmortem structure that tracks both infrastructure and reasoning.

Detect, contain, and roll back all four artifact layers together.

Build testing practices that assume non-determinism rather than trying to eliminate it.

Gartner forecasts that 40 percent of agent deployments will fail before reaching scale.

Runaway loops now cost real money in production, and most teams lack the controls to stop them.