
How LinearB helps Kraken find hidden bottlenecks across thousands of engineers | Nik Sudan
30 Jun 2026
Challenges in transitioning AI pilots to production include over-reliance on proof-of-concepts, misalignment with scalable systems, and cultural gaps in engineering practices, requiring disciplined strategies like throwaway code, rigorous testing, early user feedback, and systemic data-driven metrics to align AI with organizational goals through collaboration and infrastructure improvements.
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