A verdict is only as useful as its method.

Every substantial GAGCoders evaluation will disclose what was tested, how it was tested and what remains uncertain.

Required evidence

The real task

Task, environment, setup time and inputs are documented before the result.

The full result

Quality, human intervention, failure cases, security, privacy and cost are recorded.

The decision

Who should use it, who should avoid it, last-tested date and primary sources.

Status labels

Untested work is clearly marked as planned, preview or owner-verification required.

Read the publication standard