The engineering manager role has shifted from pure coordination to a 'player-coach' model, with 37% of leaders now deeply hands-on according to LeadDev's 2026 Engineering Leadership Report. The author shares a personal experience joining a company where coding was explicitly expected, and how AI tools like Claude Code helped regain technical fluency quickly. A practical framework is offered: handle small unplanned work directly, investigate complex unplanned work before acting, and leave planned roadmap work to the team. The key insight is that trust built through proximity to the code differs from trust built through process alone — and AI tools are making it feasible for managers to stay technically sharp without crowding out engineers' growth opportunities.
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Your inbox, upgraded.The engineering manager role many of us started inHow the role changed, and whyHow I experienced this shift when joining a new companyMore like thisWhen to build, when to step backThe early signal that it was workingA different role, and a better one10.8K Impressions1 Comment