Blog

Practical notes on browser testing, coding agents, failed tests and test maintenance.

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A browser pass is not a security review

Functional verification and security review answer different questions about an AI-written change.

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What should a self-healing browser test prove?

A replacement target needs evidence that the intended action and outcome stayed the same.

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Turn “add a regression test” into a specific outcome

A useful follow-up names the failure scenario, fixture and result the test must verify.

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Meaningful locators are part of reliable browser testing

Role, label and context help describe the intended control; an outcome assertion still does the real verification.

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When a browser test stops earning its place

Review a test’s purpose, failures and ownership before deleting it or keeping it by habit.

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Automating browser execution leaves judgment with the team

The agent can repeat a flow; people still decide which outcome matters.

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A browser run needs context to be useful evidence

Keep the test, environment and result together; compliance conclusions require a separate review.

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Before moving a browser suite, isolate the cause of failures

A framework migration can improve a workflow, but shared data and weak assertions can follow you.

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Separate locator maintenance from changed requirements

A moved control, stale fixture and changed business rule need different fixes.

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Coding agents can outpace your release checklist

A faster implementation workflow needs a repeatable way to verify the customer journey.

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Why a browser test can pass locally and fail in CI

Compare the environment, fixtures and observed state before blaming the browser test.

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What a skeptical developer should ask an AI testing tool

Ask to see the failed test, the unchanged assertion and the evidence behind any healing.

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The cost of a browser test nobody trusts

Measure the work around a failure: investigation, reruns and the cost of ignoring the gate.

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