THURSDAY, JULY 9, 2026 48° E  /  GLOBAL TECH · SUMMARISED SUBSCRIBE
AI, business, devices, policy — global tech, summarised every 30 minutes.
Dev Tools · 1h ago

Python Memory Leak Was Actually a Measurement Bug: ru_maxrss vs VmRSS

By Meridian48 News Desk · Summarised from DEV Community ·

A developer debugging a RAG pipeline saw RSS climb monotonously and suspected a memory leak. The real issue was using ru_maxrss, a peak value, instead of current RSS. Switching to /proc/self/status VmRSS fixed the false alarm.

Meridian48 take
A cautionary tale that highlights how easily monitoring tools can mislead developers into chasing phantom bugs.
Read the full reporting
Debugging a Python "Memory Leak" That Was Actually a Measurement Bug (ru_maxrss vs VmRSS) →
DEV Community
pythonmemory-debugging
More dev tools briefs
Go deeper on dev tools
AllAIStartupsBusinessDevicesPolicySecurityDev ToolsPakistan