Third release in two weeks — pacing looks right. The two primitives doing the heavy lifting: rollback-aware remediation (most ops AI proposes changes; few model how to undo) and structured exports (chat sessions evaporate, runbook entries survive).
Same shape on the crypto-ops prompt side — the ones that get reused have explicit checklists + structured outputs mapping to real handoffs. Chat is the demo; workflow is the product.
Quiet ask: does SysAI carry a baseline of "what's normal for this box" between sessions? Drift from baseline → incident is where generic chatbots ghost on you.