> Markdown version of [/events/world-congress-2026-north-america/sessions/1967-can-ai-agents](https://www.wearedevelopers.com/events/world-congress-2026-north-america/sessions/1967-can-ai-agents). Every page supports `.md` or `Accept: text/markdown`. Links point to the HTML versions so they work for humans too. Agent guide: [/agents.md](https://www.wearedevelopers.com/agents.md).

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


- **Date:** Thursday, Sep 24, 2026
- **Time:** 12:10–12:15 (5 min)
- **Room:** Outdoor Stage
- **Event:** World Congress 2026 North America

## Description

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.

## Speaker

### [Jun Liang Lee](https://www.wearedevelopers.com/@jun-liang-lee)

CEO at Lightsage


## Related talks at this congress

- [Rethinking Developer Tools for the Agent Era](https://www.wearedevelopers.com/events/world-congress-2026-north-america/sessions/1877-rethinking-developer) — Han Wang, Sam Bhagwat, Ben Haefele, Ignacio Riesgo
- [Finding the Edges: Testing, Evaluating, and Monitoring Voice AI Agents Before Your Users Do](https://www.wearedevelopers.com/events/world-congress-2026-north-america/sessions/1849-finding-the-edges) — Matt Wyman
- [The Missing Infrastructure for AI Agents](https://www.wearedevelopers.com/events/world-congress-2026-north-america/sessions/1928-the-missing) — Chris Waterson
- [Agentic Drift: keeping pace with your agents](https://www.wearedevelopers.com/events/world-congress-2026-north-america/sessions/1739-agentic-drift) — Colleen Lake

## Watch remotely

[Watch live in the app](https://app.wearedevelopers.com)