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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•
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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