# Vibe-Trading 0.1.11 — HKUDS ships Indian equity and a 460-factor library

> AI trading agent gains India equity, a fundamentals factor layer, and research delivery over 16 messaging apps.

- Org: HKUDS
- Date: 2026-07-10
- Category: repo, tool
- Source: https://github.com/HKUDS/Vibe-Trading/releases/tag/v0.1.11
- Canonical page: https://ai-tldr.dev/releases/hkuds-vibe-trading-0-1-11/

## In short

Vibe-Trading's July 10 release adds NSE and BSE as first-class backtest markets, a point-in-time fundamentals layer that grows the Alpha Zoo to 460 factors, and research delivery across 16 messaging channels.

## What it is

Vibe-Trading is an open-source multi-agent finance research platform from HKUDS. Natural-language questions become runnable backtests handled by swarm teams — an investment committee, quant desk, risk review, macro, and crypto — and the July 10 release makes the Indian NSE and BSE first-class backtest venues alongside US equities, crypto, futures, forex, and options.

## How it works

v0.1.11 introduces a point-in-time-safe fundamentals layer that turns SEC company facts into daily factor panels with filed-date anchoring, keeping backtests honest about what was public when. It also adds an automated scheduler so hypothesis to signal-engine to backtest workflows run in the background, plus a Trading 212 broker connector and turnover-aware portfolio optimization.

## Why it matters

Adding NSE and BSE with T+1 delivery, configurable circuit bands, and tax-aware cost modeling opens quant research to Indian markets that most open-source backtesters skip. The Alpha Zoo now covers 460 factors across five families, and results can land in Telegram, Slack, Discord, WhatsApp, WeChat, and 11 other channels — meeting analysts where they already work.

## Who it's for

Quant researchers and finance-focused developers

## Links

- [Repo](https://github.com/HKUDS/Vibe-Trading)
- [Release v0.1.11](https://github.com/HKUDS/Vibe-Trading/releases/tag/v0.1.11)
- [Docs](https://vibetrading.wiki/)