Cloud & Infrastructure
Infrastructure readiness for AI: preparing enterprise environments for autonomous agents
Transitioning to autonomous AI agents requires shifting infrastructure focus: from model selection to building FinOps li...
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Maryna Levchenko
Cloud Infrastructure Architect
Designs cloud and hybrid environments: migration, FinOps, DevOps/CI-CD, managed services with SLAs. Helps clients build scalable infrastructure with predictable costs.
38 articles
Cloud Infrastructure & FinOps
Cloud & Infrastructure
Infrastructure readiness for AI-native solutions: Data and FinOps
How to prepare corporate data and optimize compute costs to ensure AI implementation does not result in uncontrolled clo...
Cloud & Infrastructure
NIS2 infrastructure security: microsegmentation and supply chain strategies
NIS2 compliance requires moving from paper-based compliance to architectural resilience. Microsegmentation and security ...
Cloud & Infrastructure
Scaling cloud infrastructure for 5G and IoT: architectural cost and security control
Strategies for scaling cloud infrastructure for 5G and IoT. How to prevent cloud sprawl using FinOps, security-by-design...
Cloud & Infrastructure
AI cost forecasting and FinOps automation: the future of cost management by 2027
Shifting from reactive invoice analysis to proactive cost modeling during architectural design using unit economics and ...
Cloud & Infrastructure
Cloud-native architecture and cost: how design impacts TCO
Why cloud bills rise after migration and how to embed financial efficiency (FinOps) into infrastructure design during th...
Cloud & Infrastructure
Cloud overspending: how to curb over-provisioning and zombie resources
Analyzing cloud architectural errors: from over-provisioning to uncontrolled scaling, and exploring practical mitigation...
Cloud & Infrastructure
Cloud governance: policies, tags, guardrails, and cost prevention
Effective cloud governance requires shifting from reactive cost-cutting to automated design-phase control and shared fin...
Cloud & Infrastructure
FinOps practices for enterprise: from chaos to unit economics
A practical guide to cost allocation, rightsizing, and reserved capacity for CTOs and CFOs. Learn how to turn the cloud ...
Cloud & Infrastructure
Anatomy of cloud billing: why budgets leak
Cloud budget control is a continuous architectural process. We analyze budget leaks, FinOps implementation, and practica...
Cloud & Infrastructure
Multi-cloud and hybrid infrastructure: when it makes sense
Analyzing a pragmatic approach to multi-cloud and hybrid architectures: how to avoid operational complexity traps, imple...
Cloud & Infrastructure
Cloud migration: lift-and-shift, re-platform, or re-architect
Choosing a cloud migration strategy is a financial and architectural decision. We analyze how to prevent budget growth u...