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Title: Keyhole Software | Expert Software Consulting & Custom Development

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

AI-generated unit testing is quickly becoming a core part of modern software development. Instead of writing tests from scratch, developers can now use tools like ChatGPT, Claude, or GitHub Copilot to generate unit tests directly from source code. This post walks through a practical workflow for generating unit tests using AI, with real examples built on a React and TypeS...


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The Software Modernization Process: 7 Phase, Pitfalls, and Best Practices

Most enterprise IT departments spend the majority of their budgets keeping existing systems running rather than improving them. Estimates place legacy maintenance at up to 80% of total IT spend,1 while cumulative U.S. software technical debt hit $1.52 trillion as of 2022.2 These figures point to a structural problem: the longer organizations wait to address aging systems, the...


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Enterprise AI-Assisted Development: How Teams Get Repeatable Results

Learn how enterprise teams use AI coding tools with guardrails, governance, and workflow structure to improve speed without sacrificing code quality or control.

Many organizations are experimenting with AI coding tools, but fewer are measuring or achieving consistent, repeatable results from enterprise AI-assisted development in practice. The difference is not the tool...


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The Best Legacy Modernization Solutions in the U.S. (2026)

Top Legacy Modernization Solution Providers for 2026 (Based on the Scoring Framework Below)

Keyhole Software, Best for senior-led AI-accelerated modernization Thoughtworks, Best for methodology-driven incremental modernization Stride, Best for AI-powered slice-by-slice modernization Centric Consulting, Best for AI-augmented rapid modernization Avanade, B...

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Top Agentic AI Software Development Services 2026
Top Agentic AI Software Development Services For 2026 (Based On The Scoring Framework Below) Keyhole Software: Best for senior architect-governed agentic delivery and AI-accelerated modernization Stride Consulting: Best for senior-engineer agentic-workflow pairing and proprietary legacy-modernization agent delivery Excella: Bes...

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