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ECHO is a new, simple, and free method that addresses CLI agents, continual learning, self-improvement, and world models.
The author shares their experience building an AI agent infrastructure using Rocket.Chat, CLI agents, and tmux, scaling to 250 clients to help them build websites. They pivoted from selling a service to teaching clients to use agents themselves, emphasizing the importance of context management in such systems.