# Ant Ling demos Ling-3.2-flash coordinating agents for Q2 financial deliverables

> Original title: Demo: Multi-agent collaboration

- Source: Ant Ling
- Published: 2026-11-05T19:40:28.000Z
- Bad Influence: https://badinfluence.news/items/eaypiyn9kpx2rifum7n9n6dsx
- Original: https://x.com/AntLingAGI/status/2118428250468958478

## Summary

Ant Ling demonstrates Ling-3.2-flash coordinating specialist agents with shared context to turn Q2 financial data into an analysis report, a six-slide board deck and a highlights video. The demo also shows the agents refining those deliverables in response to user feedback.

## Post

Demo: Multi-agent collaboration

Ling-3.2-flash coordinates specialist agents using shared context to turn Q2 financial data into an analysis report, a six-slide board deck and a highlights video, then refines the deliverables in response to user feedback.

[Video](https://badinfluence.news/api/img-proxy?u=https%3A%2F%2Fpbs.twimg.com%2Famplify_video_thumb%2F2118427326904201216%2Fimg%2FUQHuzQY0683gr3_b.jpg&mode=thumb&exp=1794096000&sig=3ec219e8000b6180)