How to evaluate AgentPlat with a bounded developer pilot

Define the question before recruiting participants

A developer pilot can ask whether a new user can start the example and correctly explain its controls. It cannot answer every question about production performance or security.

The documented adoption protocol is an exploratory evaluation with pending participants, not a published claim of usability improvement. Use it as a protocol reference and leave observation fields empty until real sessions occur.

Separate prerequisites from the timed task

Record the source commit, operating system, runtime and database versions, and whether prerequisites were already available. Failed setup attempts belong in the report. Moving difficult setup outside the timer without recording it changes the meaning of completion time.

For an illustrative internal evaluation, prepare a consistent development environment and define the starting condition in advance. Keep participant data synthetic and do not collect credentials or model content. Obtain the required authorization before contacting participants or retaining session notes.

Use tasks with inspectable outcomes

The official protocol asks participants to run the proposal example, locate the human revision and accepted version, run recovery and identify retained work, and explain persistence, mocks and application-owned controls.

Those outcomes connect the collaboration guide to the actual records it creates. A participant seeing generated text is not the same as a participant finding the correct approval or understanding which protections need configuration.

Report help and incompletion honestly

Freeze the cohort and criteria before sessions. The documented protocol separates unaided completion from corrective facilitator help, retains incomplete work at its time limit and reports counts and individual durations.

Do not replace a failed attempt with a coached retest and report only the latter. A follow-up can show whether a documentation change addressed a blocker, while the initial result still describes the original experience. Keep both observations attached to their versions.

Use separate evidence for operational claims

The maturity matrix separates source capabilities, distribution and operational evidence. The evaluation methodology requires explicit scenarios and fault profiles for technical measurements.

• Use the pilot to inspect developer understanding and completion.
• Use deterministic examples to check their stated software assertions.
• Use deployment-specific fault tests for recovery and effect behavior.
• Use measured workloads for resource and scale claims.

A strong report identifies which question each result answers. That makes the remaining work actionable without turning a small pilot into an unsupported productivity or production-readiness claim.