Technology leadership

Product decisions get first principles. Org structures get copy-pasted. Conway's Law guarantees the gap costs more than most leaders admit.

AI doesn't fix broken communication — it accelerates through it. Ignore your decision-making infrastructure while adopting AI and the debt compounds silently.

The monorepo was always a bet on shared understanding. In the AI era, that bet pays exponentially — if you evolve what lives in the repo alongside the code.

Agentic coding doesn't change what engineering discipline requires. It raises the stakes at which discipline — or its absence — shows up in your results.

AI replacement is not something done to you. The data shows who actually loses — and it follows those who stop engaging with their own work.

Most teams dump everything into a vector database and call it knowledge management. The ones that win curate instead — signal over noise.