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The author describes building a zero-cost AI personal assistant using free cloud credits and a fallback chain of multiple language models, including Hermes Agent, Gemma 4, Qwen3, and others, hosted on AWS and Oracle Cloud instances. The agent integrates with Telegram, Discord, and manages Spotify and email.