Tag

MLOps

2 posts

The Real Cost of Running LLMs in Production: A Breakdown
AI & Machine Learning10 min read

The Real Cost of Running LLMs in Production: A Breakdown

Token costs are just the tip of the iceberg. After running LLM workloads in production for a year, here's where the money actually goes — and how to cut costs without cutting quality.

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Building Reliable AI Pipelines: Lessons from 50 Production Failures
AI & Machine Learning13 min read

Building Reliable AI Pipelines: Lessons from 50 Production Failures

AI systems fail differently than traditional software. After investigating 50 production incidents across ML systems, here are the patterns — and the engineering practices that prevent them.

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