GitNova

GitHub seismograph — discoveries and growing interest

TauricResearch/TradingAgents

AI agentsPython#agent#finance#llm#multiagent#trading
Total stars
117,940
Today
+67since 00:02 UTC
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TradingAgents: Multi-Agents LLM Financial Trading Framework

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Watch the 30-second explainerYouTube Shorts · GitNova

About the project

A framework that simulates a trading firm with LLM agents (analysts, researchers, trader, risk manager) debating markets and producing trading decisions. Built for research, not real trading.

Useful for
  • Run a trading simulation for a ticker and watch the agents debate a trade
  • Plug in a preferred LLM provider (OpenAI, Gemini, Claude, DeepSeek, Ollama) and compare decisions
  • Study how data and news affect the agents' trading decisions

README summarized by DeepSeek V4.1 Flash. Details may be inaccurate. Read the original README →

5.1 Peaking Magnitude out of 10 — how fast interest is growing, not a quality score.

Star growth looks organic. Data as of October 29, 2026, 03:04 UTC.

The star-growth assessment does not verify whether the project is safe to run.

GitNova spotted this repository 11 hours before GitHub Trending.

Stars per day

01,0002,000August 1, 2026October 29, 2026

Bars show stars per UTC day; the line is a moving average of available history. Gaps mean missing data, not zero growth. Today's bar is incomplete. Red marks spike days.

Why it’s trending

  • Star-counter measurements on 2026-10-29 (UTC), 00:02–02:52: 117873 → 117940 stars (+67). This is the change over that interval.
  • Estimated end-of-day forecast: about +476 stars, using observed gains and the previous day.
  • Elevated gains were measured on the last 3 completed UTC days in a row. Continued growth is not guaranteed.
  • GitHub Trending Python today: #7, +654 stars.
  • GitHub Trending this week: #5, +5,322 stars.
  • About 59 forks a day — people are taking the code.

Measured growth: the last 7 completed days

New stars over 7 days: 5,428. +261% versus the preceding 7 days.

Daily measurements · UTC
October 22, 2026
500
October 23, 2026
346
October 24, 2026
341
October 25, 2026
1,192
October 26, 2026
1,647
October 27, 2026
941
October 28, 2026
461

Largest measured day in the last 30 days: 1,647 · October 26, 2026. Days with data: 30.

Completed days come from GitHub star history; today and forecasts are excluded from this comparison. History checked: October 29, 2026, 03:03 UTC. Sources and measurement limits →

Three GitHub discoveries in each edition

What they do, why they are gaining interest, and what to check before using them.

Editions at 10:00, 16:00, 22:00 MSK.

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Numbers

Total stars
117,940
Today
+67 stars measured 2026-10-29, 00:02–02:52 UTC, ≈ 476 by evening
Forks
22,563
Issues and pull requests
1,555
Watchers
874
Language
Python
License
Apache-2.0
Latest release
v0.7.1 · October 27, 2026
Created
December 28, 2024
Last push
October 27, 2026

Star trust

Growth looks organic: forks and discussion are in line with active projects, and stars arrive unevenly, the way people give them.

These are heuristics, not a verdict: we judge by the repository’s behavior, not by a list of stargazers.

Hacker News discussions
Spotted in
README badge

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GitNova: 5.1 
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