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) on superseded facts.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.
source & further reading
dev.to — original article
Wrong but Real: Evaluating Intent-First Cypher Generation at 2,000 Properties (Ontographia Part 3)
Zero-Gas Autonomous Agents: Account Abstraction on Base L2
Use AI Coding Agents Like a Pro: Fewer Tokens, Better Code