Monthly Archives: October 2026

AI Can Generate 1,000 Tests But Do They Actually Matter? Moving from Test Volume to Intelligent Quality Assurance

In the race to adopt artificial intelligence in software engineering, many teams measure progress by sheer velocity and output volume.

Engineering teams routinely leverage generative AI to produce hundreds of automated test cases in minutes.

However, generating voluminous tests against predefined specifications does not necessarily build genuine confidence in system stability.

On a recent episode of the AIScento Podcast, host John Okoro sat down with Ashok Thiruvengadam—veteran QA architect with over 35 years in software assurance, CEO of STAG Software, and co-founder of Pivot.

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Posted in Agile, AI, AIScento, Artificial Intelligence, Uncategorized

The HIBIS Framework: Why the Future of Software Quality Demands Hypothesis-Driven Probing Over Checklists

Conventional quality assurance has long relied on repetitive checklists, historical domain experience, and test automation suites.

While these practices deliver baseline consistency, they often fail when complex software architectures encounter unexpected production environments.

In an in-depth conversation on AIScento, host John Okoro and guest Ashok Thiruvengadam examined how hypothesis-driven immersive session testing (HIBIS) transforms modern software verification into an intellectual investigation.

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Posted in Agile, AI, AIScento, Artificial Intelligence

AI Is Changing Hiring But Human Judgment Still Wins: Lessons from Three Decades of Executive Search

Artificial intelligence can generate polished resumes, draft comprehensive job descriptions, and coordinate complex interview schedules in seconds.

However, software alone cannot determine who can genuinely lead an organization when market conditions and job definitions shift unexpectedly.

On a recent episode of the AIScento Podcast, host John Okoro sat down with Nishu Miglani—Founder and Managing Director of Search Quest Consultants, former Indian Navy officer, and seasoned executive search specialist with more than three decades of experience.

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Posted in Agile, AI, AIScento, Artificial Intelligence, Auspicious Agile
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