Can AI Replace Human Coders?
At Ashby, over half of new production code has been generated by AI since August 2025, with customer issues remaining stable. The company's Head of Engineering, Colin Howe, reports this significant shift in coding practices. More customers have been served without a corresponding rise in problems. This trend has been observed over several months.
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The introduction of AI-generated code has not led to a decline in service quality. In fact, despite a minor blip in March, the overall stability of Ashby's production systems has been maintained. Howe attributes this success to the effective integration of AI tools into the development process. The AI system has been able to produce high-quality code that meets the company's standards.
As Ashby continues to grow its customer base, the proportion of AI-generated code is likely to increase further. The company's experience suggests that AI can be a valuable tool in software development, freeing up human coders to focus on more complex tasks. With the right checks and balances in place, AI-generated code can be a reliable and efficient solution.
Frequently Asked Questions
Q: Has the increase in AI-generated code led to more customer issues? A: No, customer issues have remained broadly stable despite the significant increase in AI-generated code. The company's quality control measures have ensured that the AI-generated code meets the required standards. Q: What proportion of new code is now AI-generated? A: Over half of new code hitting Ashby's production systems has been generated by AI since August 2025. Q: Is Ashby planning to increase its reliance on AI-generated code? A: The company is likely to continue leveraging AI tools to improve its software development processes.
