Technical Leadership For Small Teams, Powered By AI
How small product teams can ship like staffed-up orgs by pairing taste with the right AI tooling — without losing the soul of the work.
Small teams move fastest when every member can punch above their weight. AI tooling is the cheat code, but only if the work still feels like yours.
Where leverage actually shows up
Most teams reach for AI to write code. The bigger gain is upstream — turning a fuzzy idea into a brief that survives contact with the codebase.
The interesting work isn’t the tokens — it’s the editing.
A quick checklist
- Codify the why before the how.
- Reject any AI output you wouldn’t be proud to ship.
- Keep humans on the boundary: review, taste, ownership.