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OSS2026-09-22 · source-backed
nanobot is a self-hosted Python agent framework at 48,479 stars with 803 open issues since February, one issue per 60 stars, which is what production use looks like. Vibe-Trading is at 33,822 stars with 29 open issues, one per 1,166, which is what starring a trading agent you never run looks like. LightRAG sits at 39,813. All three pushed September 22. (GitHub)
Each link below shares sources, entities, or timing with this story.
HKUDS/nanobot (8,252 forks, MIT, created February 1, pushed today) ships WebUI, tools, memory, MCP, multi-agent workflows, and Discord/Telegram bindings. The 18% fork ratio and 771 open issues say it's being deployed, not starred. Rare to see a university lab hold a consumer-g...
The lab behind LightRAG (37,823 stars) and nanobot (45,882) landed correlation-regime detection plus a backtest/data/live-safety correctness pass on July 17, then Binance crypto fallback and parallel-execution fixes on July 18. Be skeptical of any LLM trading agent's claims. B...
HKUDS/nanobot sits at 48,253 stars since February 1 and shipped v0.3.5 on September 15 after a seven-week gap from v0.3.0. Contributors are submitting code 2.6x faster than users are filing bugs, which usually means merge throughput rather than bug triage is the bottleneck. De...
From HKUDS (the LightRAG lab), OpenHarness (Python, ~13,800 stars, v0.1.9) packages tool-use, skills, persistent memory, and multi-agent coordination, plus a personal assistant "ohmo" that talks to Slack and Feishu. It ships a 43-plus tool ecosystem with MCP support and unifie...
HKUDS/Vibe-Trading (30,423 stars, MIT, v0.1.12 July 22) from Hong Kong University's data science lab pairs a reasoning loop of 50+ tools with 18+ historical data providers (Tushare, Yahoo Finance, OKX, CCXT) and nine market-specific backtesting engines covering US equities, A-...
HKUDS/Vibe-Trading (~19,100 stars) shipped as a personal trading agent with backtesting, while TauricResearch/TradingAgents sits at ~92,200 and ZhuLinsen/daily_stock_analysis at ~56,500. Three at once isn't coincidence, it's a cluster. The uncomfortable read: finance leads not...
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