#engineering-leadership

#engineering-leadership

Now I feel I have found a new stable status quo for how I reason about where we are and where we are going. I'm doubling down on code generation, file systems, programmatic tool invocation via an interpreter glue, and skill-based learning. Basically: what Claude Code innovated is still state of the art for me. That has worked very well over the last few months, and seeing foundation model providers double down on skills reinforces my belief in this approach.

Every December, roadmaps get locked, budgets get approved, and board decks are polished until everything looks precise and under control. Underneath, many CTOs and VPs are still working with partial visibility. They have a feel for their teams, but not a reliable view of how work moves through the system, how AI is really changing delivery, or where time and money actually go.

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