
Deadlocks aren’t theoretical annoyances they’re workflow killers. In a transactional database, a single deadlock loop can freeze critical operations, force retries at scale, and cripple overall throughput. Teams that treat deadlocks as “rare accidents” eventually pay the price. The reality is simple: if your application uses locks, your system is already vulnerable. 1. Why…

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…