Reliability Engine Insights
Rupesh Mainali
Published articles on Reliability Engine.
View LinkedIn profileArticles by Rupesh Mainali
13 articlesWhere the Coolant Went When Nothing Leaked
A sealed liquid cooling loop can take makeup without leaking. How the vessel's gas charge sets loop pressure, and what to log before clearing the alarm.
Read articleThe New Connector Fits. Does the Evidence?
UQD v2 cross-verification covers four tests between v2 suppliers, not mixed versions. What each document proves, and what to record when one half changes.
Read articleThe GPUs Are Hotter. Is the Cooling Loop to Blame?
GPU temperatures rising while coolant supply stays steady? Learn which measurements distinguish higher workload, restricted flow and lost cooling performance.
Read articleLiquid Cooling Reliability Is Now an AI Compute-Uptime Problem
How cooling isolation, maintenance records, and continuous fluid monitoring help AI data center teams contain faults and plan a safe return to service.
Read articleThe Heat Exchanger Leak That Leaves No Puddle
Learn how pressure direction, glycol concentration, chemistry, makeup records, and integrity testing reveal an internal cross-leak in a CDU heat exchanger.
Read articleBefore the Coolant Flows: How to Keep PG25 Ready for the Rack
A practical guide to PG25 coolant storage, sealed inventory, shelf life, top-up dilution, remote modular sites, and fluid logistics for liquid-cooled AI infrastructure.
Read articleThe Megawatt You Already Have: How Better Cooling Turns Power Into More AI Compute
Follow one data center megawatt through PUE, AI load changes, liquid cooling, and thermal telemetry to understand what turns connected power into stable compute.
Read articleBessemer Included Reliability Engine in the AI Data Center Stack
Read articlePart 2: The Clean Loop Series - How to Prove the Loop Is Ready for Compute
Read articleThe 0.1 mm Heat Tax: How an Invisible Film Steals Cooling Capacity
Read articlePredictive Maintenance: The Role of AI in Cooling Reliability
Read articleUnderstanding Pressure Drop in Liquid Cooling: Why Your Data Center Pipes Won't Explode
Read articleThe Future of Data Center Cooling: Why Air Isn't Enough
Read article