Best Practices
Short, standing write-ups of the habits that actually make an AI-maintained system trustworthy — the rule, why it exists, and the specific thing that went wrong to teach it.
The Articles are what happened. These are what we do about it. Every one of them is dated and earned; none of them is theory.

Each entry below answers a specific limitation we actually hit. The left column is what went wrong; the right column is what we changed.