> Markdown version of [/events/world-congress-2026-north-america/sessions/1767-loop-engineering](https://www.wearedevelopers.com/events/world-congress-2026-north-america/sessions/1767-loop-engineering). 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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# Loop Engineering


- **Event:** World Congress 2026 North America

## Description

Loop Engineering and Graph Engineering are rapidly emerging as important directions for the next generation of AI agents. Our work sits at the intersection of frontier research and real-world implementation.

Rather than discussing these ideas only at a conceptual level, we build and test self-evolving agents in practice. We use real systems, long-horizon tasks, and failure cases to evaluate emerging research, understand what works, and identify what is still missing.

In this session, we will share practical lessons from building self-evolving agent systems, including how agent workflows evolve from simple loops into graphs, how these graphs can adapt and rewrite themselves, and how agents can improve not only their outputs, but also the way they learn and evolve.

The audience will gain both a clear understanding of the latest research and actionable insights from real-world experimentation.


## Speaker

### [Li Yin](https://www.wearedevelopers.com/@li-yin)

CEO 


## Related talks at this congress

- [The Agentic Engineering Loop](https://www.wearedevelopers.com/events/world-congress-2026-north-america/sessions/1704-the-agentic) — Kevin Lin
- [Loop Engineering in the Wild: A Live Multi-Agent Coding Session](https://www.wearedevelopers.com/events/world-congress-2026-north-america/sessions/1743-loop-engineering-in) — Vlad Luzin
- [DeepAgents: Build Multi-Agent AI Systems That Actually Work](https://www.wearedevelopers.com/events/world-congress-2026-north-america/sessions/1694-deepagents-build) — Anagha Rumade, Anjana Umapathy, Apoorva Jaiswal
- [Loominus Studio: The AI Workbench for Labs and Factories](https://www.wearedevelopers.com/events/world-congress-2026-north-america/sessions/1766-loominus-studio-the) — Filippos Tourlomousis

## Watch remotely

Can’t make it to San José? Watch this session live with Pro. You also get:

- All full videos, bookmarks, and playlists
- World Congress livestreams

[See pricing](https://www.wearedevelopers.com/pricing)

## Links

- [Get tickets](https://www.wearedevelopers.com/world-congress-north-america/tickets)