
 Soft Skills Engineering
 Soft Skills Engineering Episode 454: Tracking productivity? and my CTO is ChatGPT
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 Mar 31, 2025  This discussion tackles the challenges of measuring productivity in software teams, questioning the effectiveness of story points. The hosts explore the potential pitfalls of relying on AI like ChatGPT for corporate decision-making, especially when non-technical leaders misuse it. They address the fine line between motivation and accountability, emphasizing the importance of fostering collaboration over individual metrics. With humor, they share anecdotes about navigating AI's limitations and the essential responsibility of clear communication in management. 
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Focus on Outcomes
- Understand the desired outcome behind management's request to measure productivity.
- Address the underlying concerns instead of directly rejecting their proposed metric.
Story Points for Capacity Planning
- Story points primarily serve as a capacity planning tool for predicting deliverables.
- Using story points as a performance metric undermines their intended purpose and negatively impacts capacity planning.
Transparent Performance Management
- Regularly discuss individual team member performance with upper management.
- Proactively share performance improvement plans to build confidence and address concerns.
