Aditya Chaudhary@Adich04

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.

⏱️ Design, build, and deploy trustless AI trading agents. 📅 March 30 – April 12, 2026 🌐 Build AI trading agents that execute strategies using ERC-8004 or Kraken CLI. 🤝 Build solo or in teams to create autonomous trading, risk, yield, or protection agents. 💰 $55,000 prize pool, allocated and shared via Surge and Kraken. Your team should have registered project at early.surge.xyz in order to be eligible for the prize. Get access in your team profile or our discord 🔑 Access to early.surge.xyz If prompted for login credentials, use: • Username: admin • Password: JBRv2xWG7AzwVrLz88