
AUTHOR'S ARTICLES


From Vibe-Coded MVP to Production-Ready Product
Learn how to take an AI-generated MVP from vibe-coded prototype to a secure, reliable, production-ready product without rebuilding everything from scratch.
Maryna Kharchenko10/06/2026
Software DevelopmentVibe CodingMVP DevelopmentAI Generated Code
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OpenAI DevDay 2026: Key Announcements and What They Mean for Product & Engineering Teams
OpenAI DevDay 2026 introduced Dots, GPT-6.1 Sol, new Codex tools, private AI controls, and developer APIs. Here is what they mean for teams.
Maryna Kharchenko09/30/2026
Artificial IntelligenceOpenAIAI AgentsSoftware Development
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Shadow AI and Data Leakage: What Happens to Your Business Data When You Use Third-Party AI Models
Shadow AI exposes business data when employees use unapproved AI tools. Learn the risks, leakage vectors, and practical controls.
Maryna Kharchenko09/22/2026
Artificial IntelligenceCybersecurityData SecurityBusiness
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No-Code, Vibe Coding, or Custom Development for Your MVP
No-code, low-code, vibe coding, or custom development? Learn which MVP approach fits your startup's speed, budget, complexity, and growth plans.
Maryna Kharchenko09/16/2026
Business
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GPT-6 Astra: A new generation of intelligence
GPT-6 Astra marks a major shift from AI that answers questions to AI that takes action, with advances in computer use, coding, science, cybersecurity, and autonomous work.
Maryna Kharchenko09/08/2026
Artificial Intelligence
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Grok Bot by xAI: Features, Capabilities, and 24/7 AI Assistance
Explore Grok Bot by xAI, its key features, capabilities, persistent AI agents, browser automation, task scheduling, and 24/7 AI assistance.
Maryna Kharchenko08/13/2026
Artificial Intelligence
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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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