How a senior PM uses LogRocket’s MCP to catch bugs before they become support tickets

LogRocket, a digital experience monitoring platform, highlights how a senior product manager uses its MCP (Model Context Protocol) integration to catch bugs before they escalate into support tickets. The article emphasizes designing products for both humans and AI agents with reliable APIs, permissions, errors, and workflows, and suggests adding a harm score to prioritization frameworks like RICE to address severe user consequences.

Stop guessing about your digital experience with LogRocket Get started for free Learn how product managers can design products for both humans and AI agents with reliable APIs, permissions, errors, and workflows. Learn how much AI fluency product managers need, which skills matter most, and why human judgment remains their competitive advantage. Add a harm score to product prioritization to catch severe user consequences that RICE and other frameworks can miss. Learn how product managers can uncover invisible features that reduce friction, protect user trust, and create a stronger competitive edge.