Boss Kraken Sentinel

The Boss Kraken Sentinel project is a high-performance, autonomous trading agent developed to push the boundaries of the Kraken CLI during this hackathon. Our team’s core philosophy was "Performance through Simplicity," which led us to design a headless execution engine that bypasses the latency of traditional graphical interfaces. By architecting a dual-environment system, we successfully bridged WSL2 (Ubuntu 22.04) for core execution with PowerShell 7.1 for real-time telemetry and monitoring. This allowed us to maintain a "Command Center" view of our assets without interrupting the critical trading threads running in the Linux kernel. Throughout the development phase, we leveraged an AI-first workflow, utilizing Gemini 3 Flash for logic optimization and ChatGPT for architectural brainstorming. This enabled us to move from concept to a fully functional agent in record time. The technical result was a robust volatility-scaling strategy that executed 136 autonomous trades in a single session, resulting in a verified profit of $27.19 on our paper trading balance. To ensure total transparency a cornerstone of the Surge ecosystem we have provided read-only API keys for judges to audit the ledger directly. This project serves as a scalable blueprint for the future of agentic commerce, proving that lightweight, terminal-native tools are the most effective way to navigate high-frequency crypto markets.