Why Continuous Relearning, Not Accumulated Knowledge, Defines Tech Careers

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Software engineer Serguey Shinder argues that the rapid obsolescence of technical skills in the technology field is not an obstacle to a career but rather its defining feature. He reflects on how tools, platforms, and practices he once mastered repeatedly lost relevance, forcing him to restart his learning cycle multiple times. Shinder distinguishes between surface-level tool knowledge, which depreciates quickly, and deeper reasoning about system behaviour and design principles, which transfers across technological generations. He notes that AI is accelerating this divide by commoditising factual knowledge while increasing the value of sound judgment. His conclusion is that the most resilient professionals are those who can embrace being a beginner repeatedly, without ego or resentment.

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