Database architecture assumptions are failing due to agentic AI systems that reason their way to queries, write autonomously, and hold connections open, requiring new patterns like soft deletes, append-only logs, and idempotency keys to ensure safety. Traditional database architecture must be redesigned to assume the caller might be wrong, might retry, and might not be watching the results, ...