▮ SAREN//IT
▮ MEMLOGS.LOG // ALL RECORDINGS [SAREN-IT-OS 3.14] SEC//OK
user@robco:~$ ls -la ~/logs   # 1 log(s)

Blog

> Short, practical logs on engineering decisions, team dynamics, and lessons from shipping software in the wasteland.

[2026-07-19]

> Anatomy of an N+1: How One Redundant findById Turned 50 Updates into 1000 Queries

A production war story: APM flagged an N+1 pattern in a nightly cache job. The culprit was not lazy loading — it was a redundant re-fetch multiplied by a loop that should never have contained it.

> see_log --slot=n_1