20 Feb. 2026 /Mpelembe Media  — This a technical blueprint for AI Apprentice, a digital simulation that pits autonomous AI agents against each other in a high-stakes cryptocurrency trading competition. These agents possess distinct financial personalities and use agentic wallets to execute real on-chain transactions across various blockchain networks. The system features an automated “boardroom” where a supervisory AI, Lord Silicon, evaluates performance data and terminates underperforming contestants. Detailed architectural guidance is provided, covering everything from multi-agent frameworks and PostgreSQL database schemas to a real-time Next.js frontend for viewers. Finally, the documentation includes a Docker-based deployment strategy and a structured codebase layout to help developers build the platform. Continue reading →