Autopsy of a Hybrid Architecture (1/4): The Illusion of Non-Blocking & Thread Starvation

When 5% CPU utilization meets 503 Service Unavailable. Dissecting the cost of waiting and the quantitative failure of hybrid execution models.

May 1, 2026 · 5 min · Hiep

Autopsy of Distributed Systems (2/4): The Concurrency Collapse & Reactive Starvation

Asynchronous frameworks do not eliminate latency; they merely shift the bottleneck. We dissect how a single blocking I/O call inside a reactive pipeline can trigger a catastrophic thread starvation event.

April 18, 2026 · 5 min · Hiep

From Contention to Throughput (2/5): Turning PostgreSQL into a Lock-Free Queue — The SKIP LOCKED Pattern

How to resolve massive database lock contention without deploying Kafka. We explore Quantitative Capacity, the Law of Non-Blocking Acquisition, and the SKIP LOCKED paradigm.

April 2, 2026 · 8 min · Hiep