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Containing technical debt: Seasonal regression testing

JSBC Labs retrospective note4 min read

Why this deserves attention

Regression testing should concentrate on high-impact journeys, custom automation and integration boundaries. A sound design makes this explicit before implementation begins.

Attempting to retest everything spreads effort thinly while complex dependencies remain under-tested. On 16 August 2025, this archive entry records the principle as a practical design concern rather than a product announcement.

Make the compromise visible

Look at seasonal regression testing through how to prevent a short-term compromise from becoming permanent architecture. The objective is not to introduce more process; it is to expose the few decisions that determine reliability, ownership and future change.

Rank journeys by customer, financial and compliance impact, automate stable checks and reserve people for judgement-heavy scenarios. Record the decision close to the solution so that delivery, support and future architecture reviews work from the same intent.

What good looks like

The release decision is supported by meaningful coverage and visible residual risk. The team can describe the expected behaviour, the owner, the evidence of success and the response when reality differs from the design.

A useful next step is to review one live implementation against this principle, identify the largest unowned assumption and turn it into a bounded improvement with a measurable outcome.