AI in Software Development at Onix: Progress, Challenges, and Why Quality Comes First

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3 min read

Jul 24, 2025

AI adoption in software development is accelerating fast, and naturally, clients want to know where we stand.

Over the past few months, we’ve received more questions from partners wondering:

“Are you using AI to speed things up?”

“Why is delivery slower when AI is supposed to help?”

“Is Onix behind?”

Let’s address that — openly and with data.

The Promise vs Reality of AI-Powered Coding

Undoubtedly, AI tools like GitHub Copilot, Cursor, and Claude have changed how code is written. Many developers feel faster when using them. However, recent studies reveal a more complex reality, especially for experienced teams working on production-level software.

A 2025 randomized trial by METR, a nonprofit backed by Open Philanthropy, tested AI-assisted development in real-world conditions. Sixteen seasoned open-source developers completed 246 coding tasks using tools like Cursor Pro and Claude 3.5/3.7. Surprisingly, developers with AI assistance were...

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