
AUTHOR'S ARTICLES


How to Evaluate AI Systems in 2026: Methods, Metrics, Challenges & Best Practices
AI evaluation goes beyond traditional testing. Discover how engineering teams measure accuracy, hallucinations, reliability, safety, and real-world performance in modern AI applications.
Maryna Kharchenko08/06/2026
Artificial Intelligence
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Serverless vs Containers in Modern Architectures and When to Choose Each
Explore the differences between serverless and containers in 2026, including costs, scalability, Kubernetes, Cloud Run, AWS Lambda, and the best architecture for modern applications.
Maryna Kharchenko07/17/2026
Cloud
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The Technology Behind the 2026 FIFA World Cup
The 2026 FIFA World Cup is showcasing AI at an unprecedented scale. Learn how intelligent technologies are improving officiating, coaching, broadcasting, and the fan experience.
Maryna Kharchenko07/09/2026
Artificial Intelligence
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When AI-Generated Code Breaks in Production: What Startups Need to Know
AI coding tools accelerate development, but production failures reveal their hidden risks. Discover why AI-generated code breaks in real-world systems and how engineering teams can build more reliable software.
Maryna Kharchenko07/02/2026
Artificial Intelligence
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Top 5 Reasons Why AI Agents Fail in Production and How to Fix Them
Why do AI agents fail in production even when demos look great? Learn the most common failure points, from weak context management to fragile integrations, and how to fix them.
Maryna Kharchenko06/23/2026
Artificial Intelligence
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Zapier vs. Make vs. n8n: Which Automation Platform Should You Choose in 2026?
Choosing between Zapier, Make, and n8n in 2026? Explore their strengths, limitations, pricing models, and AI workflow capabilities before making a decision.
Maryna Kharchenko06/11/2026
Artificial Intelligence
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AI Subagents Explained: Architecture, Patterns, and Use Cases 2026
Learn how subagents help AI systems handle complex workflows, when multi-agent architectures outperform single agents, and which coordination patterns work best in 2026.
Maryna Kharchenko06/07/2026
Artificial Intelligence
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10 Best AI Orchestration Platforms in 2026
Compare the top AI orchestration platforms in 2026 — from LangGraph and CrewAI to Bedrock, Agentforce, and n8n — and learn how companies coordinate AI agents, workflows, tools, and enterprise systems at scale.
Maryna Kharchenko05/28/2026
Artificial Intelligence
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Tasks You Can Automate Using HR Software and SaaS Ideas They Inspire
Learn which HR processes are already automated in 2026, what tools companies use today, where HR systems still fall short, and which SaaS opportunities remain open for new products.
Maryna Kharchenko05/21/2026
Artificial Intelligence
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