A CTO reflects on returning to hands-on coding after a decade in management roles. The author discusses how AI tools like Claude Code have reduced the time commitment needed to contribute meaningful code, enabling managers to write software in small time pockets between meetings. Key insights include strategies for selecting appropriate projects that add value without disrupting team workflows, the importance of maintaining codebase understanding, and practical rules for manager coding such as avoiding time-sensitive work and holding oneself to higher standards for code quality and bug fixes.

8m read timeFrom lethain.com
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Dubious return-on-effort of manager codingFinding small pockets of time to write softwareJudgment / problem selectionShould you be coding at work?
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