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The Performance Trap of Migrating Away from Bitnami MongoDB

The Performance Trap of Migrating Away from Bitnami MongoDB

MK
AP

2025-02-09

4min

We thought switching from Bitnami to the official MongoDB image would be a simple drop-in replacement. Instead, our CPU usage skyrocketed. We found that missing memory limits disabled per-CPU caching, causing massive CPU regression. Here's how we debugged and fixed it.

Mongo
SoftwareEngineering
PerformanceEngineering
Stop Wrestling with LLM Prompts

Stop Wrestling with LLM Prompts

KG
MK

2024-11-05

9min

Tired of wrestling with unpredictable AI responses? Stop the endless error handling and validation nightmares. Here's the game-changer: using structured outputs can boost your reliability to 100% - but there's a tradeoff you should know about.

AI
SoftwareEngineering
MachineLearning
LLM