Diagram — the eval gate
SVG · code-native
The eval gate
AI output runs through an eval battery — correctness, safety, hallucination, and regression checks — into a CI quality gate. Green ships. Red is blocked and sent back to fix and re-run. Nothing ships on a hunch.
AI OUTPUT
raw, unproven
EVAL BATTERY
Correctness
Safety
Hallucination
Regression
CI QUALITY GATE
GATE
SHIP
green → deploy
BLOCKED
red → fix & re-run
This is the differentiator.
Anyone can ship an AI feature. The gate is what proves it still works after the next prompt change — and it ships only when every check is green.
via
Jason Teixeira — Eval Gates: The Missing CI Step