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The Observer Effect in Engineering Management
Most managers trust their metrics. That’s their first mistake.
In physics, the observer effect tells us the act of measuring changes the thing being measured. At the quantum scale, you can’t look at a particle without altering its behavior. In teams, you can’t track a metric without changing how people work, and often, what you end up measuring isn’t reality, it’s the performance your measurement system incentivized.
Jul 313 min read


Aligning Engineering with Product: A Technical Leader’s Playbook
Product engineering alignment is the multiplier for team output. This guide shows leaders how to align PM and engineering vectors so every sprint moves business metrics, not just code.
Jul 144 min read


What Is Your Purpose as an Engineering Manager?
Engineering managers drive team success by fostering Consistency, Value, and Reliability in software delivery.
Jan 193 min read


How to Measure the Output of an Engineering Manager
Engineering leadership isn’t about fixing fires, it’s about preventing them. Build trust, deliver reliably, and enable team growth
Dec 22, 20245 min read


Essential Math For Understanding Neural Networks
Hello fellow human, I hope I can help you with your journey in learning machine learning. This should cover essential math for neural...
Feb 19, 20208 min read
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