# The-Swarm-Corporation/AutoHedge > AutoHedge is a Python framework that builds an autonomous trading agent pipeline on Solana. It combines specialized AI agents (Director, Quant, Risk Manager, Execution) for market analysis, risk sizing and order execution with minimal human intervention. - Magnitude: 2.2 out of 10 — Steady - Stars: 6,362 total · +9 stars measured 2026-10-18, 00:25–11:49 UTC, ≈ 20 by evening - Star trust: star growth looks organic - Category: Finance & crypto · Language: Python · License: MIT · Created: 2024-12-10 · Last push: 2026-05-11 - GitHub: https://github.com/The-Swarm-Corporation/AutoHedge · Homepage: https://swarms.xyz/ · Page: https://gitnova.dev/en/r/The-Swarm-Corporation/AutoHedge ## Useful for - Run an end-to-end Solana trading pipeline with analysis, risk sizing and order execution. - Generate structured JSON trading theses and position recommendations from live market data. - Extend the modular agent pipeline with custom strategies or new trading venues. ## Why it’s here - Star-counter measurements on 2026-10-18 (UTC), 00:25–11:49: 6353 → 6362 stars (+9). This is the change over that interval. - Estimated end-of-day forecast: about +20 stars, using observed gains and the previous day. - Over the last two days the pace is 2.8× that of the previous week and a half. ## Star trust Star growth looks organic. Star-trust labels are heuristics based on the repository’s behavior, not a check of every stargazer. ## Numbers - Forks: 919 - Issues and pull requests: 54 - Watchers: 51 - Average over the last week: 18 per day - Usual pace: 11 per day - Stars in the last hour (measured): 1 ## Stars per day, last 30 days (oldest → newest, today is partial) 2026-09-19 … 2026-10-18: 7, 11, 12, 5, 5, 7, 4, 4, 11, 7, 6, 8, 7, 3, 10, 5, 8, 7, 3, 2, 2, 2, 10, 7, 11, 16, 18, 28, 24, 9 ## Magnitude by day, last 2 days 10-17 2.3, 10-18 2.3 ## More in this category 1. **Fincept-Corporation/FinceptTerminal** — 3.3 · Breakout · Finance & crypto · C++ · +36 stars measured 2026-10-18, 00:23–11:47 UTC, ≈ 72 by evening A native C++20/Qt6 desktop terminal for financial research: equity analytics, portfolios, macro data, 100+ connectors and AI agents with your own LLM key. The open AGPL-3.0 build targets students, researchers and personal use. Full card: https://gitnova.dev/en/r/Fincept-Corporation/FinceptTerminal.md 2. **nautechsystems/nautilus_trader** — 2.8 · Steady · Finance & crypto · Rust · +23 stars measured 2026-10-18, 00:23–11:48 UTC, ≈ 51 by evening Open-source Rust-native trading engine for multi-asset, multi-venue systems: backtesting, simulation and live execution in one event-driven architecture, with Python as the strategy control plane. Full card: https://gitnova.dev/en/r/nautechsystems/nautilus_trader.md 3. **shy3130/tick-stock-panel** — 2.4 · Steady · Finance & crypto · Python · +8 stars measured 2026-10-18, 00:24–11:49 UTC, ≈ 19 by evening Self-hosted quant workbench for China A-shares: screening, anomaly monitoring and backtesting with local data storage, pluggable third-party sources and LLM assistance. Full card: https://gitnova.dev/en/r/shy3130/tick-stock-panel.md 4. **bitcoin/bitcoin** — 2.3 · Steady · Finance & crypto · C++ · +8 stars measured 2026-10-18, 00:25–11:49 UTC, ≈ 16 by evening Bitcoin Core is the reference C++ implementation of a Bitcoin client that connects to the P2P network, downloads and fully validates blocks and transactions, and includes a wallet and optional GUI. It is used to run a full node and… Full card: https://gitnova.dev/en/r/bitcoin/bitcoin.md 5. **ErTasselli/OpenTerminal** — 2.1 · Steady · Finance & crypto · TypeScript · +22 stars measured 2026-10-18, 00:26–11:49 UTC, ≈ 36 by evening A terminal-style trading dashboard that runs locally on free public market data sources with automatic fallbacks, requiring no API keys or subscriptions. It provides charts, quotes, screener, heatmap, options, crypto, macro and portfolio… Full card: https://gitnova.dev/en/r/ErTasselli/OpenTerminal.md --- Magnitude (0–10) measures how fast and how unusually interest in a repository is growing right now. It is not a quality score. Days are UTC. “So far today” is a fact; “expected by the end of the day” is a forecast. Summaries and use cases are written by an LLM (DeepSeek V4.1 Flash) from the README and may be inaccurate: verify specific claims (benchmarks, speed, hardware) in the repository itself. Data as of 2026-10-18 11:55 UTC, updated every 30 minutes.