Author

Serhiy Boyko

Enterprise Systems & Automation Architect

Designs enterprise systems on UnityBase and Scriptum platforms: BPM automation, low-code development, RPA integrations, AI agents in workflows. Brings client's disparate systems into a managed whole — from process modelling to production deployment.

49 articles Software & Platform Engineering BPM & Process Automation

Publications

Author articles

Software Development 12.07.2026

Scaling AI-assisted development in enterprise: from code generation to engineering discipline

By 2027, successful AI adoption in development will depend not on code generation speed, but on integrating AI tools into controlled testing...

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Software Development 12.07.2026

Integrating AI/ML into products: From prototype to production

Transitioning from experimental ML models to robust enterprise systems using AWS Well-Architected Framework, Google SRE, and 12-Factor App p...

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Software Development 12.07.2026

DevOps and CI/CD: accelerating enterprise time-to-market safely

Balancing software delivery speed and system reliability using DORA metrics, 12-Factor App principles, SRE error budgets, and platform engin...

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Software Development 12.07.2026

Managing technical debt and code quality in enterprise systems

How SRE practices, DORA metrics, and engineering discipline help prevent technical debt, while low-code platforms standardize core architect...

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Software Development 12.07.2026

Pragmatic architecture for enterprise systems: avoiding distributed monoliths

Transitioning to microservices without considering operational complexity creates technical debt. We examine approaches for building stable ...

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Software Development 12.07.2026

Platform engineering and IDP: accelerating development teams

Implementing platform engineering and an Internal Developer Platform (IDP) transforms infrastructure into a product, reducing operational co...

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Software Development 12.07.2026

Hybrid development in enterprise: balancing custom code and low-code

How to combine the flexibility of custom development with the speed of low-code while maintaining engineering discipline, version control, a...

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Software Development 12.07.2026

From MVP to production-ready: architectural discipline

Transforming a successful prototype into a stable enterprise solution using the 12-Factor App, SRE practices, and the Well-Architected Frame...

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Software Development 12.07.2026

Custom development or off-the-shelf: when to build or buy

Finding the balance between rapid off-the-shelf software deployment and custom development freedom, evaluating TCO, and avoiding technical d...

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Process Automation 12.07.2026

AI agents in workflow: first-line processing and BPM future

How to combine the flexibility of AI with the rigid logic of BPMN 2.0 and DMN to automate first-line request processing without security ris...

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Process Automation 12.07.2026

Process mining: visualizing real flows and shadow processes

Process Mining methodology reconstructs real task flows using digital footprints, revealing hidden bottlenecks and unauthorized workarounds ...

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Process Automation 12.07.2026

Automation antipatterns: chaos, RPA, and AI risks

How to avoid cementing inefficiencies, replace fragile RPA scenarios with reliable API integrations, and safely implement AI into operationa...

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