Inside the Self-Improving AI System Unlocking a Free 1-Million-Token Context Window

DeepSeek V4 has been integrated with the open-source Hermes Agent to form a free AI system.

The setup adds a 1-million-token context window, persistent memory, and multi-agent orchestration for complex work.

It also supports computer control and self-improving workflows, making automation more capable.

The system reportedly reaches 121 tokens per second, improving practical performance for long tasks.