ClawTeams

@s_cen To answer your questions, I lose interest when using the tool feels like another job, if I spend more time using the AI than the work then I just stop using it. However, I like what you're solving so I'm wondering if your users noticed that they're saving time by using your product.

the approval-boundary answers in this thread are solid, but they're all about controls you set. the risk I don't see addressed is the platform side - Amazon/Shopify etc flag bulk automated listing or pricing changes as suspicious and can suspend a seller account over it, independent of whether the change itself was a good idea. does ClawTeams rate-limit or pace its actions to stay under those platform-level detection thresholds, or is that entirely the seller's problem to monitor?

The per-action approval controls look well thought through. The harder problem with goal-driven agents is the goal itself: "increase Q4 revenue 20%" can be hit in ways you'd hate — deep discounts that gut margin, or heavier email that lifts this month's revenue and burns the list next quarter. Each step can look low-risk and pass its guardrail while the sum quietly optimizes the wrong thing. Curious whether the Team Lead is measured only against the stated goal, or against guardrail metrics too — a margin floor, a send-frequency cap, brand constraints — so it's steered away from technically-correct-but-bad paths, not just blocked on individual high-stakes actions. That constraint layer feels like where the trust actually lives. Congrats on shipping, Steven.