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Serhii Panchyshyn

I help SaaS CTOs ship AI features their team can't build fast enough. Production AI in weeks, not quarters. No new headcount. Just working code in your codebase.

Miami Joined on Feb 19, 2019 https://animanovalabs.com/

Work

AI Consultant (Independent)

Serhii Panchyshyn

Apr 21

Why Your AI Agent Costs 7x What It Should

#ai #agents #llm #production

7 min read

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Serhii Panchyshyn

Apr 18

The One Mindset Shift That Separates People Who Use AI From People Who Get Left Behind

#ai #productivity #career #beginners

6 min read

Tool naming tips and guardrail debates

Serhii Panchyshyn

Apr 14

Things You're Overengineering in Your AI Agent (The LLM Already Handles Them)

#ai #llm #javascript #production

6 min read

Serhii Panchyshyn

Apr 13

Your Agent Isn't Broken Because of the Prompt. It's Broken Because of What the Model Can See.

#ai #agents #architecture #production

5 min read

Serhii Panchyshyn

Apr 13

No Evals, No Idea. How 40% of RAG Answers Go Wrong.

#ai #rag #production #evaluation

5 min read

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