AI ·
AI in the delivery loop
Pairing with models for code review, test ideas, and docs—without outsourcing judgment.
Large language models are excellent rubber ducks that occasionally write runnable code. The trick is knowing when to accept a suggestion and when to insist on evidence.
I use AI to accelerate exploration, not to skip accountability.