Tech
Stop Wasting Free Model Calls on Trivial Diffs: A Three-Tier Escalation Ladder
A merge request changes one README line. The pipeline still calls a model.
It costs tokens. It adds latency. It tells you almost nothing.
Sound familiar?
If you maintain a small CI setup, this failure keeps showing up. The instinct is to put model-based review everywhere. Then the free tier dies in a week.
The fix isn't another monitor. It's a small decision gate that decides whether a diff deserves a model call at all.
The operator-supplied availability claims for MonkeyCode incl...
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