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Efficient scaleups in 2024 vs 2021: Sourcegraph (with CEO & Co-founder Quinn Slack)

The Pragmatic Engineer

NOTE

Embrace AI Incrementally, Not as a Replacement

AI tools should be used to assist developers by automating simpler, repetitive tasks rather than attempting to replace them entirely. A gradual approach, where tasks like generating changelogs are automated first, allows for more manageable integration of AI into workflows. Additionally, while location-independent pay may work for smaller companies, it becomes impractical as organizations scale. Companies often shift to a location-indexed pay model to align salaries with regional costs, as maintaining a flat salary system is not sustainable in high-cost areas.

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