📰 Dev.to · Serhii Panchyshyn
Articles from Dev.to · Serhii Panchyshyn · 4 articles · Updated every 3 hours · View all reads
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⚡ AI Lessons (11394)
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Dev.to · Serhii Panchyshyn
14h ago
How to Make a Company AI-Native (Without Building Anything)
The behavioral shifts that matter more than the AI features you ship.
Dev.to · Serhii Panchyshyn
🤖 AI Agents & Automation
⚡ AI Lesson
1d ago
How to Roll Out an Internal AI Product Without Lying to Yourself
The patterns I've seen work (and fail) across two years of helping teams ship AI features
Dev.to · Serhii Panchyshyn
🤖 AI Agents & Automation
⚡ AI Lesson
1d ago
Stop Prompting. Start Engineering Perception.
Why agent quality depends on what the model can see, not how clever your prompt is
Dev.to · Serhii Panchyshyn
1d ago
My First RAG System Had No Evals. 40% of Answers Were Wrong.
How to actually measure and improve your RAG pipeline. Retrieval metrics, synthetic evals, hybrid search, and the fixes
DeepCamp AI