Self-hosted AI agent that can't say "done" without proof — evidence-gated task contracts, self-distilled skills with auto-rollback, multi-channel.
python telegram-bot mcp self-hosted personal-assistant autonomous-agents fastapi ai-assistant ai-agent llm litellm agent-framework-
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Updated
Jul 2, 2026 - Python