JOURNAL
Ideas for better engineering work.
On quality, purposeful automation and digital experiences. From a useful question to a practical approach.
ARTICLES / INSIGHTS FROM PRACTICE
An approved design is not yet a tested application.
Prototype testing provides valuable feedback. Accepting an application also requires testing expertise, working software and evidence that risks have been investigated.
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Dismissing a quality finding is a decision too.
When should you fix a finding, defer remediation or classify it as a false positive? Make evidence, ownership and reassessment part of your approach to quality.
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Your AI works. Until the connection fails.
What happens to your business process when AI does not respond? Build failure handling, safe recovery and human handover into your design and tests.
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What does an Epic mean to us? Fewer layers, more clarity.
Business value and technical foundations provide direction. How do you turn that into a workable Epic definition, and when can Features or Capabilities be omitted?
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A good experience works for everyone.
Accessibility and performance are design decisions. Design for variation, measure what people experience and evaluate through more than one lens.
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AI creates test data. Cypress makes it reliable.
AI can propose edge cases quickly. Quality improves when Cypress consumes only validated, repeatable test data.
Read the articleQuality starts with the question.
A test can only confirm what a team first makes explicit. Five questions connect intent, risk and evidence before ambiguity becomes code.
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AI-generated editorial illustrations; not photographs of SBIT projects.
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