Tick Stock Panel is an open-source, self-hosted quantitative trading workstation for China's A-share market that combines high-performance backtesting with LLM-assisted strategy customization and stock analysis.

// 1h agoOPENSOURCE RELEASE

Tick Stock Panel is an open-source, self-hosted quantitative trading workstation for China's A-share market that combines high-performance backtesting with LLM-assisted strategy customization and stock analysis.

Tick Stock Panel (TSP) is an open-source, self-hosted quantitative workbench designed for retail traders and researchers operating in the Chinese A-share market. Powered by a modern stack featuring FastAPI, Polars, DuckDB, vectorbt, and React, TSP integrates stock screening, real-time market monitoring, and vectorized backtesting into a unified dashboard. The platform incorporates large language models to streamline natural-language strategy customization, post-market review generation, and multi-factor stock analysis, while providing an extensible plugin architecture for third-party market data providers.

// ANALYSIS

TSP strikes a compelling balance between rigorous data engineering and modern AI copilot ergonomics, positioning itself as a standout self-hosted toolkit for retail quants.

* Modern data engine: Leveraging DuckDB, Polars, and vectorbt sidesteps traditional Pandas performance bottlenecks for vector backtesting and screening.

* Grounded LLM assistance: Instead of making speculative alpha claims, the AI integrations focus on developer ergonomics, strategy translation, and qualitative market review.

* Pluggable data architecture: Decoupled data provider support enables users to swap between standard feeds and custom sources like Baostock or TickFlow.

* Privacy-first self-hosting: Running entirely local or via Docker protects proprietary trading logic and avoids reliance on subscription-based cloud SaaS platforms.

// TAGS

quantitative-tradingalgorithmic-tradingpythonllmduckdbpolarsbacktestingopen-sourcefintech

DISCOVERED

1h ago

2026-09-25

PUBLISHED

1h ago

2026-09-25

RELEVANCE

7/ 10

// KEEP READING

More AI developer news from the feed

EXPLORE FULL FEED

OPEN SOURCE1h ago

Scenario drops GameDev OS multi-agent framework

Scenario has open-sourced GameDev OS via the scenario-labs/skills repository, transforming standard AI coding agents into comprehensive, multi-role game development studios operating through the Model Context Protocol (MCP). The framework provides 64 curated skills distributed across 9 studio roles—including concept artists, sound designers, and 3D artists—enabling agents to autonomously orchestrate end-to-end asset production pipelines from sketches to sprite sheets, audio, and ComfyUI workflows.

OPEN SOURCE1h ago

OpenBao delivers open-source HashiCorp Vault alternative

OpenBao is a community-driven secrets management and data protection platform hosted under the Linux Foundation, originally forked from HashiCorp Vault following Vault's transition to the Business Source License (BSL). Written in Go under MPL-2.0 licensing, OpenBao provides a unified interface and robust access control policies for securely storing, generating, and leasing sensitive credentials across hybrid and cloud-native environments without proprietary licensing lock-in.

OPEN SOURCE1h ago

wifit3 brings cross-platform userland Wi-Fi auditing

wifit3 is an open-source wireless network auditing tool and modern successor to Wifite, re-engineered from the ground up to operate directly in user space across Linux, macOS, and Windows. By bundling lightweight, pure-Python USB mini-drivers via PyUSB and a terminal user interface built with Textual, wifit3 completely sidesteps the traditional headaches of kernel driver patching, OS-level limitations like Windows NDIS, and external runtime dependencies such as aircrack-ng or reaver.

Tick Stock Panel is an open-source, self-hosted quantitative trading workstation for China's A-share market that combines high-performance backtesting with LLM-assisted strategy customization and stock analysis.