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I Thought Fine-Tuning Needed an ML Team. I Was Wrong.

A few months ago, I almost killed a feature. Not because it didn’t work but because improving it felt… impossible. We had an AI system in production. …

awsaimlopsarchitecture
Dev.to Apr 18, 2026, 18:00 UTC
EN

Why 90% of ML Engineers Struggle in Real-World Systems

Most ML engineers don’t fail because they lack knowledge. They fail because they’re solving the wrong problem. 🚨 The Hard Truth Most ML engineers are …

aimachinelearningmlopssoftwareengineering
Dev.to Apr 18, 2026, 07:30 UTC

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