# LaunchLens

- **Event:** [AI Engineer World's Fair Hackathon 2026](https://cerebralvalley.ai/e/aiewf-hackathon-2026)
- **When:** Jun 27 at 9:00 AM – Jun 28 at 5:00 PM (PDT)
- **Where:** San Francisco, CA
- **Team:** [Rajashekar V](https://cerebralvalley.ai/u/raj)
- **GitHub:** https://github.com/rajashekarcs2023/launch-lens
- **Demo video:** https://youtu.be/trnLMEOZt5M
- **Gallery:** https://cerebralvalley.ai/e/aiewf-hackathon-2026/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/aiewf-hackathon-2026/hackathon/gallery/63

LaunchLens helps teams safely test and launch AI agents. Today, agent behavior is often defined across messy chats, docs, shared demos, and last-minute feedback, while QA is still mostly manual. LaunchLens converts those requirements into a golden QA flow, then uses Gemini Computer Use to test the agent through the browser like a real user. It captures screenshots, transcripts, latency, pass/fail evals, drift from expected behavior, and recommended fixes. The goal is to make AI agent testing repeatable, measurable, and self-improving before teams ship to users.

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Markdown version of https://cerebralvalley.ai/e/aiewf-hackathon-2026/hackathon/gallery/63. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt