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AI-Generated Unit Tests: A Practical Workflow with Vitest and React

Lou Mauget Agentic AI & AI-Accelerated Development, Articles, Generative AI & LLMs, React, Testing, TypeScript Leave a Comment

AI-generated unit testing is changing how developers write tests. Learn a practical workflow for generating unit tests with tools like ChatGPT, Claude, and Copilot using React, TypeScript, and Vitest.

How to Build a Software Modernization Strategy (2026)

Keyhole Software All Industries, Articles, Modernization Leave a Comment

This guide walks through a practical, seven-step framework for building a software modernization strategy from initial assessment through execution, and where AI meaningfully changes how each step is delivered.

Legacy application maintenance consumes up to 80% of total enterprise IT budgets. Thatโ€™s not just inefficiency, it is a structural cost problem that starves innovation and expands security exposure. At the same time, the execution model is changing. AI-accelerated execution is compressing modernization timelines that once spanned years into months. But speed alone is not the differentiator. The organizations seeing meaningful results are not just using AI, they are applying it within a structured, architect-led delivery model to accelerate discovery, transformation…