AI Agent Engineering Notes

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A practical path into agent engineering, from foundations to system design and engineering leadership.

Optimize Units of Work, Not Growth TargetsGrowth becomes more actionable when leaders stop treating it as a target and start removing friction from the individual units of work that create it.

01 Oct 2025

As an engineering manager, it's easy to get trapped in the cycle of shipping features. Your team delivers, the business...

30 Sep 2025

As an engineering manager, your technical skills got you to where you are, but your communication skills will propel yo...

29 Sep 2025

As an engineering manager, you're driven to build, innovate, and deliver. But one of the most powerful skills for long-...

29 Sep 2025

One of the most common metaphors in team building is the idea of being a "family." While intended to foster closeness, ...

28 Sep 2025

As an engineering manager, your instinct is often to manage people. You track individual performance, mediate disputes,...

27 Sep 2025

As an engineering manager, your instinct is to maximize output by maximizing utilization. Every hour should be accounte...

25 Sep 2025

As an engineering manager, it's easy to get trapped in the cycle of shipping features, closing tickets, and managing sp...

23 Sep 2025

## Stop Building Features, Start Driving Outcomes The most impactful shift an engineering manager can make is to move ...