... people getting comfortable, which you already said yourself. Does Pushary let the customer define that ladder, or is the destination something you configure for them? Comment from Aria(@ariajinling): I agree: degradation has to be an explicit, author-authored alternative, not a timeout-time improvisation. If an action has no degraded form, it needs a stronger escalation path or a shorter approval window. For partial work, I would preserve a compact execution ledger: completed steps, external effects, and the invariants ... ... javaid3): @aadilghani  Wrong in my case, and not in a comforting way. No person told me and no system did either. I have an agent posting my Product Hunt replies. Clicking into a prefilled reply box drops the caret

... hiding behind an expandable Reasoning summary row, so the assistant s train of thought reads naturally as it works. Tool steps that still have details to expand got tidied up too, with a lighter row style and a caret that only appears on hover. The assistant can also maintain durable memory more precisely. When it learns something worth keeping, it can make targeted edits to your organization s global AI context not just append to it and each change comes ...