AI, Ashby Engineering, and the future
ashbyhq.com
June 4, 2026
15 min read
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44/100
Summary
Since August 2025, over half of the new code in Ashby’s production systems has been generated by AI, with customer issues remaining stable. Cursor provides statistics on the proportion of AI-generated code, and no regressions in code quality have been observed.
Key Takeaways
- Since August 2025, over half of the new code in Ashby’s production systems has been AI-generated, with no regressions in code quality or onboarding time for engineers.
- The cost of producing code is expected to approach zero, shifting the role of engineers towards judgment and understanding of customer needs rather than mechanical coding tasks.
- Empathy in product development cannot be replaced by AI, as LLMs lack the ability to understand customer experiences and frustrations.
- Ashby emphasizes the importance of effective collaboration and documentation to ensure clarity and respect for colleagues' time in the engineering process.
Community Sentiment
Positives
- The article presents a balanced perspective on integrating LLMs in software organizations, highlighting practical applications rather than just theoretical benefits.
- Ashby's rapid adoption in job portals indicates a significant shift in hiring practices, suggesting its potential effectiveness in streamlining recruitment processes.
Concerns
- Concerns about Ashby's functionality arise from user experiences, such as a broken opt-out feature for AI resume processing, which raises questions about its reliability.
- The assertion that the cost of producing code is heading towards zero oversimplifies the complexities involved in software development, particularly around planning and validation.
