# How is this different from what we use now?

- Checksum frames validation as a continuous system integrated into the delivery flow, rather than a discrete phase or gate before release
- Built to operate natively within CI/CD pipelines rather than as a bolt-on testing layer requiring separate orchestration
- Positions release confidence as something that must scale with change volume, not as a binary pass/fail gate