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The author argues that targeting predefined “staff engineer” archetypes—team lead, architect, solver, or right hand—is poor advice. Instead, success comes from consistently delivering company value, building trust over time, and adapting to whatever technical leadership role the organization needs.
Companies see AI tools closing gaps that staff engineers once filled, making their higher cost harder to justify. The author breaks down which parts of the staff engineer role are at risk and suggests focusing only on high-impact architectural and revenue-critical decisions.