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Lesson Learned The New Waste in AI Engineering: When Assumptions Age Faster Than Code

April 7, 2026

In AI, the real waste isn’t failed code: it’s acting on assumptions that aged out overnight. Here’s what I changed in my approach before building.

  • #lesson-learned
  • #ai-engineering
  • #assumptions
  • #validation
  • #technical-debt
  • #ollama
  • #mlx-lm

© 2026 Alexandre Brisebois

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