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🦑 Squid Digest 🏴‍☠️

Python 3.11+ License: MIT Code style: black Built with 🏴‍☠️ by SQUID Pirates

AI-powered daily digest generator that pulls top headlines from Leviathan News, processes them through LLM providers, and publishes to Ghost CMS. Built by SQUID pirates for the crypto seas!

📊 Latest News Headlines (December 31, 2025)

🔥 Top Headlines

  • Japanese researchers' CitySim uses 1 million LLM-powered agents to simulate Tokyo with near-perfect accuracy 𝕏/@thesupermanmx
  • AI needs an operating system, not just agent graphs, to govern memory, permissions, failures, costs and mission control as multi-agent systems grow 𝕏/@TaoMachina
  • Fred Krueger backs BIP 110, arguing Bitcoin should prioritize sound money over on-chain data storage by reducing node costs, protecting decentralization and preserving scarce blockspace 𝕏/@dotkrueger
  • Arkham adds Hyperliquid trades, positions and PnL tracking to its Intel platform info.arkm
  • Paymonade secures Liechtenstein MiCA authorization for fiat-crypto exchange and transfer services across EEA fma-li.li

📈 Portfolio Performance

Buy Strategy: $10,782.62 (+7.83%) | Full Analysis → Sell Strategy: $7,439.99 (-25.60%) | Full Analysis →

GitHub: 12-31-25 | Archives digest.leviathannews.xyz: 12-31-25 | Archives


⚓ About the Experiment

Squid Digest is a living experiment in AI-assisted trading signal generation. Every day at 5 AM PT, the system:

  1. 📰 Fetches the top crypto/tech news from Leviathan News API
  2. 🤖 Analyzes headlines using Perplexity AI to generate trading signals
  3. 💰 Backtests signals against historical data with two strategies (Buy the News & Sell the News)
  4. 📧 Publishes results to Ghost CMS and emails subscribers
  5. 📊 Updates this README with the latest headlines and portfolio performance

The Goal: Can news sentiment predict crypto price movements? We're finding out in real-time, transparently, with full backtest results published daily.

Key Features:

  • 🔥 Automated daily news digest generation
  • 🎯 AI-generated trading signals for 50+ tokens
  • 📈 Live portfolio tracking with benchmark comparisons (BTC, BTC+ETH, BTC+ETH+OPEN)
  • 💬 Telegram integration for instant updates
  • 🧪 Fully automated with GitHub Actions

Want to dive deeper? Check out our technical documentation for architecture details, quickstart guide, and more.

🚀 Quick Links

🤖 Credits & AI Collaboration

This project showcases "vibe coding" - the collaborative dance between human creativity and AI capabilities. This is the first fully AI "vibe coded" repository in the Leviathan News ecosystem.

Built With:

  • Claude (Anthropic) - Architecture, implementation, testing, documentation
  • Cursor AI - Rapid prototyping and code generation
  • ChatGPT (OpenAI) - Problem-solving and alternative perspectives
  • Human Oversight - Vision, decisions, security, validation

Key Insight: AI excels at boilerplate, tests, and standard patterns. Humans remain essential for security, architecture, and judgment calls. Together? Genuinely transformative. 🏴‍☠️

Want to learn more? Check out our documentation for the full story, lessons learned, and technical details.


License: MIT | Maintained by: Leviathan News 🏴‍☠️🦑

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