Architecture verdicts for leaders who can’t afford ambiguity.
I reduce platform risk, control spend, and prevent expensive surprises.
:: CORE PROTOCOLS ::
Container & Platform Architecture
LLM Ops (private, governed)
Cloud Security & Strategy
Recognized by Docker Leadership for exceptional contribution.
"Vladimir has gone above and beyond the normal calls of duty."
— Scott Johnston (Docker CEO, 2019–2025)
(Watch Video)
how I lead
- Strategic Audit — Fast diagnosis of risk, spend, and architectural debt. Output: Written action plan.
- Architecture Verdict — Executive decision memo (Do / Stop / Cost / Impact). Output: One clear direction.
- Executive War Room — Crisis control for incidents and failed migrations. Output: Calm decisions under pressure.
"Implementation scales with teams. Strategy scales with decisions. I focus on the decisions that prevent waste."
proof, not a content feed
- Docker.com (AI): Run & Package AI Models Locally with Docker
- Docker.com (CI/CD): Robust Pipelines with Docker & Jenkins
- Docker.com (Testing): Testcontainers Cloud vs Docker-in-Docker
- Security Strategy: Chainguard & Container Security
- Enterprise Case Study: How Ataccama Accelerated AI with Docker
- Professional: LinkedIn
- Insights: YouTube
- Private Community: DevOps Army






