
Serialization looks simple on the surface — convert an object into a byte stream, transmit it, and reconstruct it on the other side. But in real distributed systems, serialization is not a neutral plumbing detail; it directly affects system reliability, performance, security, and long-term compatibility. Most production outages involving inter-service communication or data corruption…

In any distributed system, logs are the only surviving witnesses when something goes wrong. Code can fail silently, containers can restart, agents can hang, and monitoring dashboards can mislead, but logs capture ground truth — or at least, that’s the assumption. In reality, logs are frequently the weakest security link, and adversaries know this.…