Three Shipping Routines Keeping AI Teams Out of Fire Drills

Cadence 1: Daily agent standups

Run a 10-minute review of logs, latency spikes, and user flags. If a tool misbehaves twice, freeze it for 24 hours.

Cadence 2: Wednesday attack drills

Rotate a red-team lead who ships three attack prompts and records results. Archive them in version control so the eval suite can reuse them.

Cadence 3: Friday demo scripts

Every demo starts with the metric that moved, then the lesson, then the next experiment. Keep it to seven minutes to force clarity.