Vincent Paca

I lead AI engineering across Asia Pacific at BCG X. Two things, mostly: getting agentic systems built, deployed and running in production inside financial services, and rebuilding the delivery lifecycle around AI itself, so that specs, reviews, tests and release gates still hold when models are writing most of the code. Sixteen years in engineering before and around that, including two stints as a founder.

I write here about what survives contact with production.

Selected writing

  1. 01 Green Tests, Red Grader
  2. 02 Weight a minute. Open weights can do what now?
  3. 03 Architecting the Vibes: A New Way to Build With AI
  4. 04 The Growth Path is Broken: What happens to juniors when AI writes the code?
  5. 05 Duplication as Design: Embracing repetition in AI-era coding