Why AI Agents Need Database Triggers, Not Just Prompts

When a fact changes, prompting the LLM to 'forget' it is unreliable. Instead, use database triggers to automatically close temporal boundaries (valid_to = NOW()) on superseded facts. Let the DB handle state coherence.