Learning 06 · 1 min read

Scaling AI skills across brands and teams

One team’s good habits only matter once other teams can use them. Shared skills made that possible.

Build it with someone else

I co-built the shared DX team skills with a fellow tech lead. Building together surfaced blind spots neither of us would have caught alone.

Share the core, adapt the edges

The shared skills cover the common ground — planning, quality gates, testing and review — while each brand adds the knowledge specific to its own codebase.

Let learnings flow both ways

The TCS workflow grew out of the shared skills, and what we learned at TCS fed back into them. Each team’s improvements end up helping every team.