EST. 2026 — Notes from real server work SYSADMIN · SECURITY · AI · DIRECTADMIN Issue 01
THE SYSADMIN ALMANAC
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Refrigeration

#Refrigeration

2 articles
Hardware / IoT
Too Many Alerts Mean No Alerts: Tuning a Bot People Will Read
Linux

Too Many Alerts Mean No Alerts: Tuning a Bot People Will Read

In one day, 28 events became 56 messages, and 57 percent of all events were repeat alerts every 30 minutes. This article covers recipient tiers, merging overlapping cycles, state that survives restarts, and why you must not add keepalive to a chat app session.

#monitoring#alerting#bot#logging
9 min read·5 Oct
Inferring Cold Room Defrost Timing from Temperature Slopes
Linux

Inferring Cold Room Defrost Timing from Temperature Slopes

A cold room used to dehydrate glass noodles has no humidity sensors, but frost on the coil always flattens the temperature drop slope (dT/dt). This article uses the lumped-capacitance equation and time constant τ to detect frost and trigger demand defrost with working Python code, along with calculations for R404A COP and water removed per cycle.

#refrigeration#iot#monitoring#python
10 min read·22 Jul