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Automation Needs A Failure Loop Before It Scales - ALTOS LAB editorial visual

Before Scaling Automation, Design Brakes and Recovery Paths

When an automated process fails, can the team take over before disaster strikes? Mature system design isn't about speed, but about having clear recovery paths and well-defined points of intervention when errors inevitably occur.

Column市場專欄8 min read
AI Agent 可回滾工作流以透明控制面板和回復節點呈現

An AI Agent's First Lesson: Trust Begins with a Reversible Workflow

As companies race to implement AI agents, the real challenge isn't boosting automation—it's building a system that is monitorable, auditable, and reversible. Practices from OpenAI to IBM point to the same conclusion: before an agent can operate at scale, the team must first prove it has the power to call 'stop' and saf

Column市場專欄9 min read