Thanks! Threshold control is on the roadmap. Right now the confidence gating works at two levels: auto-approve (high confidence, like correcting a greeting style) and suggest-only (lower confidence, needs manual confirmation from dashboard). The correction-to-rule pipeline is the key mechanic — once you confirm a correction, it becomes a permanent behavioral rule injected at every boot. The agent literally cannot make that mistake again. Since launch we have added a 7-agent autonomous marketing crew running on the same memory infrastructure as proof it works in production.