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Oleh Mamchych

R&D Science Practice

Before joining SoftServe, Oleh Mamchych was the CTO of a multi-million dollar, lean consumer ISV business running a mobile app, a web app, and data engineering pipelines processing terabytes a day, with production databases serving 200ms query responses on top of those aggregations. He started his agentic SDLC transformation around the time Sonnet 3.5 shipped and evolved it for over a year. We sat down with him to extract the patterns he wishes someone had handed him on day one.

Oleh’s recent stories

By Oleh MamchychJul 09, 2026
Generative AI•
R&D•
Software Development

Agents Don't Fix Broken Engineering Organizations — They Accelerate Them

A former ISV CTO ran an agentic SDLC for over a year. Here’s the framework he built, and what he’d do differently.

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