u/Commercial_Designer5

OpenTerminalUI OpenSource Self-Hosted  Quant/Fundamental Analysis Toolset for
▲ 17 r/AIAppInnovation+4 crossposts

OpenTerminalUI OpenSource Self-Hosted Quant/Fundamental Analysis Toolset for

Built an open-source project called OpenTerminalUI — a terminal-inspired trading and market research workstation for NSE/BSE + US markets.

https://preview.redd.it/sijmazhm6q1h1.png?width=972&format=png&auto=webp&s=1ee3fb3914506a5562949bf33f1774ffadf108aa

GitHub: OpenTerminalUI GitHub Repo
Live Landing Page: OpenTerminalUI Demo Site

The idea started from frustration with fragmented tooling, expensive subscriptions, and dashboards that try to look modern but slow down serious workflows.

So I started building a keyboard-first, locally hosted, Bloomberg-inspired terminal experience focused on:
• Multi-chart workstation
• Quant/AST-based screeners
• F&O analytics
• Portfolio + risk tooling
• Backtesting workflows
• Command palette / GO bar navigation
• Model lab + stress testing
• Mock-data support for offline/local development
• Docker-first deployment

Tech stack:
• FastAPI + Python backend
• React + TypeScript frontend
• Dockerized setup
• Playwright + automated testing

One interesting part of this build:
A significant portion of the development workflow was AI-assisted using orchestrated multi-agent prompting across Claude Code, Codex CLI, and Gemini CLI running in parallel task flows. AI was extremely useful for scaffolding, repetitive implementation, and refactors — but still struggled heavily with domain-specific trading logic, real-time data flows, derivatives workflows, and edge-case reasoning.

https://preview.redd.it/xp79qdiu6q1h1.png?width=3360&format=png&auto=webp&s=192f8472c3b7feca561e7a199695024d437bd848

That balance between “AI-generated velocity” and “human-engineered architecture” became one of the most interesting parts of the project.

This is still actively evolving, and I’d genuinely love:
• Feedback on UX/workflows
• Criticism from traders or engineers
• Ideas for terminal workflows
• Contributors interested in frontend/backend/quant infra
• Collaboration around open financial tooling

https://preview.redd.it/rcrzn56v6q1h1.png?width=3232&format=png&auto=webp&s=e2b65813c4217bbe5f0a051f5080eb6f27cf90af

If you try it out, I’d be really happy to hear what feels useful, broken, overengineered, missing, or worth improving.

Would also love to collaborate with people interested in:
• Open-source fintech infra
• AI-assisted software engineering
• Trading systems
• Quant tooling
• Terminal-style UI/UX
• Self-hosted platforms

Feedback, PRs, architectural discussions, and harsh critiques are all welcome.

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u/Commercial_Designer5 — 5 days ago