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Articles on AI engineering, production ML, and building real systems.

CRISP-DM for AI Engineering: Why a 1996 Framework Still Describes Modern AI Development

See how CRISP-DM still guides AI engineers in 2026, translating each phase into practical workflows for LLM apps, RAG pipelines, and production AI systems.

Alexey Grigorev, Valeriia Kuka March 11, 2026 14 min read

Free AI Engineering

What Is an AI Engineer? 2026 Role, Skills and Responsibilities Based on 1,000+ Job Descriptions

Learn what an AI engineer is in 2026: responsibilities, skills, tools, and real-world use cases based on analysis of 1,000+ AI engineer job descriptions.

Alexey Grigorev, Valeriia Kuka March 04, 2026 19 min read

Free AI Engineering

How to Join AI Engineering Buildcamp

How to join AI Engineering Buildcamp: individual enrollment, team discounts, company L&D budgets, student discounts, PPP pricing, and scholarships.

Alexey Grigorev March 01, 2026 4 min read

Free AI Engineering

What Is an AI Engineer? Experience-Based Definition After 15+ Years in Software and ML

A practical definition of the AI engineer role: what they do, how they differ from ML engineers and data scientists, and what it takes to ship AI-powered features from prototype to production.

Alexey Grigorev, Valeriia Kuka February 23, 2026 15 min read