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@kholomyanskiy

Artem Kholomianskyi

@kholomyanskiy·Elblag, Poland·Joined June 2026

AI Implementation Consultant · client side

About

11 years in energy-sector IT on the client side: requirements for vendors, supervision and acceptance of rollouts (SAP IS-U, SCADA, OMS/DMS). Since 2023 the same discipline applied to AI and automation projects. I write about specifications, acceptance criteria and what breaks before the first line of code.

Available for

Consulting on AI automation, code review of AI agent specs, collaborations on open-source AI tooling

Artem Kholomianskyi's blogs

Artem Kholomyanskiykholomyanskiy.hashnode.dev2 posts

About

11 years in energy-sector IT on the client side: requirements for vendors, supervision and acceptance of rollouts (SAP IS-U, SCADA, OMS/DMS). Since 2023 the same discipline applied to AI and automation projects. I write about specifications, acceptance criteria and what breaks before the first line of code.

Available for

Consulting on AI automation, code review of AI agent specs, collaborations on open-source AI tooling

Artem Kholomianskyi's blogs

Artem Kholomyanskiykholomyanskiy.hashnode.dev2 posts

Articles Comments

Recently published

AKArtem Kholomianskyiinkholomyanskiy.hashnode.dev·Jun 23 · 1 min read

Classic specs were written for humans.

When a developer hits ambiguity — they ask for clarification. An AI agent? It confidently fills the gap from training data. Sometimes correctly. Often not. That’s the exact problem ANSS solves. ANSS (

AKArtem Kholomianskyiinkholomyanskiy.hashnode.dev·Jun 4 · 2 min read

ANSS: A Specification Standard Built for AI Agents, Not Just Humans

ai-agents, software-development, specification, claude-code, cursor ANSS: A Specification Standard Built for AI Agents, Not Just Humans TL;DR: Classic spec formats weren't designed for AI agents. ANS