Audit logs are a cornerstone of reliable systems. These logs track who did what and when, offering transparency and accountability in software applications. But logging isn’t just about recording actions—it’s about recording them correctly, securely, and pragmatically. Without proper guardrails, audit logs risk becoming chaotic, incomplete, or