Code since 2005. Enterprise digital strategy and transformation since 2018: retail, e-commerce, medtech, martech, edtech, gamedev. AI agents across the product lifecycle, not only coding: workflows, runtime, access, logs, metrics, rollout, and failure modes.
I help companies adopt agentic software development on Kubernetes and VMs, with clear observability.
Small contributions to gpt2giga · EternalTerminal · GigaAM · mcp2cli.