February 20, 2026

A clear decision framework for when an off-the-shelf tool is enough, and when reliable automation needs custom integration.

What to verify before connecting tools: access scopes, secrets, logging, retention, and where sensitive data is allowed to flow.

How to track automation impact using cycle time, quality, and error-rate signals instead of vanity metrics.