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You can wait for vendors to make token economics more transparent or act now to understand your AI costs, reduce waste, keep innovating, and direct more of your budget toward measurable business value. The choice is yours. Because you chose to act now. This discussion helps you measure the p...

In just six weeks, our QA experts at Grid Dynamics helped a client team turn limited test automation into a quality gate enforced on every merge. Coverage grew from roughly 20% to 80% across a modern release stack, without expanding the QA team. Two QA engineers directed the AI agents, reviewed...

Technical debt slows your developers. Experience debt drives your customers away. Most companies understand the first half of that sentence far better than the second. Technical debt has a language executives accept, dashboards that track it, and ratios that price it. It has earned its seat on t...

With the rapid growth of AI agent usage in production, Grid Dynamics began facing challenges in determining whether agents were healthy, identifying abnormal behavior, and understanding when agent behavior deviated from expected outcomes. This article provides an actionable approach to building eval...

User interfaces are no longer static. The industry is shifting toward adaptive systems where the interface is assembled at runtime. For decades, software was designed around fixed surfaces: a nav here, a hero there, content slots predefined by a designer. Users learned the interface. However, th...

What does AI-powered modernization as a daily operating model look like? On Monday morning, your teams do not start by opening an incident queue. They start by reviewing a set of pull requests produced overnight by software agents focused on modernization. Each pull request is small.

As of February 2026, the European Union Artificial Intelligence Act (AI Act) has transitioned from a legislative draft to the primary regulatory framework for software engineering in the EU. This landmark legislation is no longer a distant prospect; with prohibitions on unacceptable risks already i...