AI

AI and Software Notes

Practical notes on building with AI.

June 20, 2026

aisoftware

AI tools are most useful when they become part of a real workflow: research, implementation, debugging, writing, automation, and review.

This note will become a place to collect concrete patterns that hold up in practice.

Questions to explore

  • Which parts of software work are easiest to accelerate?
  • Where does AI need strict review?
  • What personal tools are worth building once and reusing?