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Comprehensive visual lifecycle showing the transformation of an AI software prototype into scalable, hardened production infrastructure.

Building AI-First Products with AI-Native Developers

Explore the modern engineering lifecycle for AI-first products. Learn how AI-native developers transition from rapid prototypes to hardened architectures, automated evals, and scalable LLMOps.

Michael MelnykMichael Melnyk·
Part-time senior AI engineer working alongside startup leadership on system architecture and production LLM pipelines.

Hire a Part-Time Senior AI Engineer for Startup

Early-stage startups needing production AI capabilities can engage senior engineering talent on a 10–20 hour weekly retainer, avoiding six-figure full-time burn while shipping reliable RAG, agents, and evaluations.

Michael MelnykMichael Melnyk·

Need the work done rather than explained?

Describe the task, the stack or the problem. We connect you directly with developers who have shipped it before.

Free analysisNo commitment2 min