Hardest part: autonomy. The agent should never know if it's in approval-required or auto-execute mode.
Our solution: the agent always submits a proposal. A database toggle downstream decides what happens. The safety boundary lives in infrastructure, not in the LLM's reasoning.
Built an AI email marketing agent for the #AllThingsAgenticHackathon It plans campaigns, designs templates, sends emails, and analyzes results. Auto-mode and semi-auto mode available depending on how much control you want.
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