AI

Retrieval Augmented Generation In AI System: Best And Worse Use Cases

It’s easy to assume that a stronger model will fix wrong answers. But what if the model was never the problem?

Oleksandr Hutsulyak
Krystyna Teres
ByOleksandr Hutsulyak, Krystyna Teres

29 October 2026 · 10 min read

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Retrieval Augmented Generation In AI System: Best And Worse Use Cases
Development

Spec Driven Development: What It Is, How It Works, and Where It Fails

AI coding agents can now turn a short prompt into a working feature in minutes. Whether it is the right feature, built the right way, is a different question.

Oleksandr Hutsulyak
Krystyna Teres
ByOleksandr Hutsulyak, Krystyna Teres

26 October 2026 · 12 min read

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Spec Driven Development: What It Is, How It Works, and Where It Fails
AI

How TechMagic Made Elements.cloud's Salesforce Org Intelligence Agent-Ready With Claude

Elements.cloud gives Salesforce teams deep insight into their orgs: metadata, dependencies, change impact, tech debt, compliance. Reaching that insight wasn't always easy, and adoption showed it.

Myro Foliush
ByMyro Foliush

28 September 2026 · 5 min read

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How TechMagic Made Elements.cloud's Salesforce Org Intelligence Agent-Ready With Claude
AI

How We Use AI in Software Development, With People in Control

Andrii Kuzmych
Krystyna Teres
ByAndrii Kuzmych, Krystyna Teres

18 August 2026 · 9 min read

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How We Use AI in Software Development, With People in Control
AI

The Black Box Trap: How to Build AI Agents for Decision-Making You Can Trust

An agent can recommend a loan, flag a patient, or reject a job candidate in milliseconds. Getting that speed is straightforward. The hard part comes later, when a rejected applicant asks why, an auditor wants the reasoning, or a regulator asks who signed off. That is the black box trap: a system that produces answers no one on your team can trace or defend.

Oleksandr Hutsulyak
Anna Solovei
ByOleksandr Hutsulyak, Anna Solovei

10 August 2026 · 13 min read

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The Black Box Trap: How to Build AI Agents for Decision-Making You Can Trust
HealthTech

AI Predictive Analytics in Healthcare: What Is It & Benefits

Healthcare is drowning in data. The industry now generates nearly 36% of the world's data, producing 10,800 exabytes of information every year.

Alexandr Pihtovnicov
Krystyna Teres
ByAlexandr Pihtovnicov, Krystyna Teres

6 August 2026 · 19 min read

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AI Predictive Analytics in Healthcare: What Is It & Benefits
AI

Agentic Coding: What It Actually Changes – and What It Doesn't?

Agentic coding can build a working prototype in an afternoon. Whether it can build a product you'd trust in production, alone, without a team, is a different question. That gap is what this article is about.

Krystyna Teres
Anton Lukianchenko
ByKrystyna Teres, Anton Lukianchenko

16 June 2026 · 9 min read

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Agentic Coding: What It Actually Changes – and What It Doesn't?
AI

What Is the Best AI Company in 2026: Overview of Top Companies

The global AI market was estimated at $371.71 billion in 2025 and is projected to reach $2,407.02 billion by 2032, growing at a 30.6% CAGR, according to MarketsandMarkets. That scale has attracted a large and diverse field of AI development companies, which makes choosing the right partner harder.

Oleksandr Hutsulyak
ByOleksandr Hutsulyak

14 June 2026 · 14 min read

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What Is the Best AI Company in 2026: Overview of Top Companies
AI

Agentic AI for Healthcare Products: How to Move from Pilot Purgatory to Production

Gartner expects over 40% of agentic AI projects to be canceled by the end of 2027. Across the healthcare industry, the gap is just as stark, with only 21% of organizations reporting mature governance for agentic AI, even as 74% expect to use AI agents by 2027. Production lags far behind.

Anna Solovei
Alexandr Pihtovnicov
ByAnna Solovei, Alexandr Pihtovnicov

9 June 2026 · 15 min read

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Agentic AI for Healthcare Products: How to Move from Pilot Purgatory to Production
HealthTech

AI Automation in Healthcare: Reducing Administrative Burden and Improving Operational Efficiency

Your clinicians didn't go to medical school to fight with insurance forms. Yet that's where a huge share of their day goes.

Alexandr Pihtovnicov
Krystyna Teres
ByAlexandr Pihtovnicov, Krystyna Teres

5 June 2026 · 10 min read

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AI Automation in Healthcare: Reducing Administrative Burden and Improving Operational Efficiency

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