Can AI Agents Actually Discover and Use Your Product? Agent-Led Growth and Agent Experience.

AI agents are becoming active users of developer products. They read documentation, compare tools, install SDKs, invoke CLIs and MCP servers, and call APIs to complete work for developers. Yet most teams only test their product journey for humans, leaving agent failures, such as unclear docs, missing setup context, broken authentication flows, and unreliable tool calls, largely invisible.

In this five-minute pitch, Lightsage shows how teams can test real agent journeys end to end, identify where an agent fails, and convert that evidence into improvements across APIs, SDKs, CLIs, MCP servers, and documentation. The outcome is a new discipline for developer platforms: Agent Experience.