In this guide
  1. Follow one contained change
  2. Pick the billing route deliberately
  3. Review approval settings by action
  4. Checkpoints are not production recovery
  5. Example: investigating duplicate saves
  6. Judge the reproducibility of the result

Follow one contained change

Start with a change such as adding one filter to an existing screen. Observe the investigation, proposal, diff and verification commands, looking for unrelated changes to configuration or authentication. A polished blank-project demonstration does not establish that the same workflow will preserve the behavior of your current application.

Pick the billing route deliberately

The official access options include usage billing, ClinePass and your own provider connection. Their model coverage and allowances differ. If you bring an API key, reconcile usage with that provider’s billing records. First decide which access route serves your task, then compare the cost of completing that task under it.

Review approval settings by action

Review read access, edits, commands and remote operations separately. Before enabling automatic approval, check whether the action is reversible and whether the environment contains production access. Interface defaults can differ, so inspect the effective settings in the surface you actually use instead of assuming that an earlier demonstration describes your current session.

A paid route does not itself authorize more commands or remote actions. Inspect billing and tool policy separately, and distinguish development edits from release authority. If the pilot later needs credentials it did not previously have, review the specific need and target rather than treating payment as permission.

Checkpoints are not production recovery

Checkpoints help you inspect or reverse workspace work. They should not be treated as a guarantee that a database mutation, delivered message or other external side effect can be undone. Keep Git history, database recovery and remote-operation records appropriate to each system; test recovery before using an agent on important data.

Example: investigating duplicate saves

For a hypothetical duplicate-save issue, investigate both the button behavior and the storage conditions. Reproduce it in a copy, then require checks for a single click, rapid repeated clicks and retry after a failed request. Treat cleanup of real duplicate records as a separate operation. A workspace checkpoint is not evidence that a production data-cleanup action can be safely reversed.

For a hypothetical pilot, run the same contained task through two eligible access routes. Record differences in models and allowance instead of pretending the configurations are identical. Include setup, retries and acceptance time. This tests whether a payment-route change improves the actual workflow rather than only the appearance of a successful output.

Judge the reproducibility of the result

Require a handoff containing changed files, executed checks and remaining limitations. Another developer should be able to reproduce the result from the original issue. Cline is worth piloting when its feedback loop fits your supervision style and you can maintain the provider configuration, rather than merely when it completes one impressive demonstration.

Preserve code in Git and requirements and checks in the normal engineering record. A checkpoint is not a database recovery procedure, so record remote changes separately. On exit, review the selected provider’s agreement and credentials; removing the client alone does not establish that independent billing stopped.

Official sources

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