Agentic software testing

Give a quality agent a clear testing job.

Agentic software testing uses an agent to coordinate an investigation, select work within an approved plan and explain the resulting evidence. For a development team, its value is a coherent account of the change, the checks that ran and the questions that remain.

Start with the behaviour the change should deliver.

A useful assignment identifies the source revision, target, expected behaviour and testing scope. Your authorised team reviews the plan and execution allowance. The quality lead can then coordinate applicable unit, API, browser, Gherkin, property, mutation and computer-use work. Methodology guidance informs the work, while your approved expectations determine what counts as correct.

Ask for evidence behind the conclusion.

A good review separates executed checks, their outcomes and the obligations still missing evidence. Look for native reports, source identity, observed assertions and reproducible findings. A model’s explanation can help you understand those records. The records must still support the explanation, especially when a test passed but part of the required scope remains unfinished.

  • Check which approved methods actually executed.
  • Inspect failed, skipped and incomplete work.
  • Review retained evidence and the next useful action.

Make routine starts simple after setup.

An approved and configured plan supports one-action launch. Explicitly enrolled watched changes can reuse standing approved intent. Changed requirements, targets or authority may need another review. An evaluation establishes the supported repository, qualified runner and bounded budget first. The implemented workflow is available for scoped evaluation; live hosted qualification remains deployment-specific and your team retains release authority.

Questions about this workflow

01Is agentic testing the same as generating test code?

Test generation is one possible activity. The broader workflow also coordinates approved execution, preserves evidence, investigates findings and reports incomplete obligations.

02Can an agent approve its own release?

Generated assertions and passing checks do not grant release authority. Plans and actions use approved permissions, and the release decision remains with your authorised team.

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