Pre-production evaluation vs red teaming vs continuous vs scheduled evaluation vs traces

This sheet compares Pre-production evaluation, AI red teaming agent, Continuous evaluation, Scheduled evaluation, Traces.

CriterionPre-production evaluationAI red teaming agentContinuous evaluationScheduled evaluationTraces
When it runsBefore deploymentBefore deployment (the agent); scheduled red team scans can also run after releaseAfter release, on production traffic at a sampled rateAfter release, on a recurring schedule (preview)Any time; after release, open them on failed or slow runs

The verdict, the full comparison, 4 rules and 4 traps are part of AB-100 access. Unlock AB-100.