---
title: "Eval thresholds as a release gate, not a dashboard"
description: "Why we treat evaluation scores as a hard gate on shipping — and what changes when the whole team can see them."
language: "en"
url: "https://keendigit.com/en/insights/eval-thresholds-release-gate"
author: "KeenDigit"
published: "2026-05-22"
---

# Eval thresholds as a release gate, not a dashboard

Why we treat evaluation scores as a hard gate on shipping — and what changes when the whole team can see them.

An evaluation suite that only produces a dashboard is a suggestion. An evaluation suite wired into the release process is a decision. The difference is whether a failing score can actually stop a deploy.

## A gate, not a chart

When eval thresholds gate the pipeline, three things change:

1. The bar is set **before** the work, not negotiated after it.
2. A regression blocks the release automatically — no one has to be the bad guy.
3. The evidence travels with the change, so anyone can see why it shipped.

## What the team sees

The point of making scores visible is not transparency for its own sake. It is that a shared, enforced bar removes the quiet pressure to ship on a good feeling. The model clears the threshold, or it waits.

[Original page](<https://keendigit.com/en/insights/eval-thresholds-release-gate>) · [Content index](<https://keendigit.com/en/llms.txt>)

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