# Release gates for a reproducible computer-vision lab

> Day 8 of the AI Agent Field Notes traffic experiment.

Format: Proof Dashboard
Target reader: Computer-vision engineers productizing experiments and review dashboards.
Primary channel: LinkedIn
Secondary channel: GitHub
Canonical URL: https://zack-dev-cm.github.io/docs/field-notes/cv-repro-lab-release-gates.md

## Reader Win
A release-gate checklist for benchmark evidence, promotion notes, and public launch copy.

## Evidence To Use
CV Repro Lab skill traction and review-dashboard positioning.

## Thumbnail Direction
Real CV systems map with release-gate chips layered on top.

## Writer Brief
Connect CV rigor to launch evidence. Do not present marketplace downloads as model quality.

## Call To Action
Open the CV Repro Lab case study

## Public-Surface Rules
- Use real screenshots, generated public files, or dated public marketplace data as evidence.
- Do not include credentials, private account identifiers, unpublished analytics, or client-specific operational details.
- Treat marketplace downloads as listing-download evidence, not user-count proof.