Tabăra de Testare

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This Edition's Theme

What does quality mean when software starts thinking? From Correctness to Calibrated trust

AI systems do not always produce one predictable, objectively correct result. They can generate different but acceptable answers, remain useful while imperfect, and become risky not only when they are wrong, but when people do not know when to rely on them. This session challenges the traditional definition of software quality and explores how QA evolves from validating correctness to evaluating whether trust in a system is actually justified. Using an AI customer-support agent as a practical example, we will examine how uncertainty, autonomy, and consequence influence the level of assurance a product requires. We will distinguish trust from trustworthiness, explore why high user confidence can itself become a quality risk, and introduce the TRUST Contract - a practical framework for defining boundaries, safeguards, uncertainty behaviour, and human escalation. Perhaps we have never tested only software. We have always tested whether its promises deserve to be believed.

📅 30 iulie 202618:00📍 Endava

United Business Center 1, Strada Palat 3E, 2nd Floor, 700032 Iași

Who's presenting?

Speakers

Petrila Madalin - Ciprian
talk

Petrila Madalin - Ciprian

Senior Software Tester & AI Quality Specialist @ Endava

I am a Senior Software Tester and AI Quality specialist with over a decade of experience in software testing, quality strategy, and risk-based assurance. My current focus is evaluating AI-enabled systems and helping teams define what “good” means when software becomes probabilistic, adaptive, and less predictable. My work combines testing strategy, human judgement, measurable quality criteria, and knowledge sharing. I am particularly interested in how QA is evolving from validating correctness to producing the evidence needed to determine whether trust in a system is justified.

Schedule

The Testing Plan

🕐 18:15-18:30

Welcome & Gather

🕐 18:30-20:00

What does quality mean when software starts thinking? From Correctness to Calibrated trust

Why traditional PASS/FAIL thinking is no longer enough How AI changes the definition of software quality From correctness and user experience to justified reliance Trust, trustworthiness, and the risk of over-reliance How uncertainty, autonomy, and consequence shape the quality bar What QA must test beyond model accuracy The TRUST Contract: boundaries, safeguards, escalation, and recoveryThe evolving role of QA in AI-enabled systems

🕐 20:00-20:30

Networking & follow-up discussions

Thanks to this month's host

Endava
📅

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From the archive

See what we discussed in previous editions.

📍 BucurestiRegistration closed

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Tabăra de Testare invites you to the most relaxed testing meetup around: Testing & Beer. No slides. No agenda. No pressure. Just testers, drinks, and good conversation about the craft we love. Grab a beer, a glass of wine, or a soft drink and join us for an evening of open discussion — automation, AI in QA, war stories from production, career chats, or whatever's on your mind. Bring your questions, your hot takes, and your curiosity. What to expect: - Casual, free-flowing conversation about software testin - A friendly crowd of QA folks, from juniors to veterans - Drinks available at the venue — alcoholic and non-alcoholic (just a friendly reminder that everyone covers their own tab) - Zero formality Whether you're here to learn, share, network, or just unwind with people who get what a flaky test feels like — come join us. See you there.

📍 IasiRegistration closed

Testing & Beer - Let's Talk QA Over a Drink in IASI

Whether you're here to learn, share, network, or just unwind with people who get what a flaky test feels like — come join us. See you there.

📍 BucurestiRegistration closed

Testing & Beer - Let's Talk QA Over a Drink

Tabăra de Testare invites you to the most relaxed testing meetup around: Testing & Beer. No slides. No agenda. No pressure. Just testers, drinks, and good conversation about the craft we love. Grab a beer, a glass of wine, or a soft drink and join us for an evening of open discussion — automation, AI in QA, war stories from production, career chats, or whatever's on your mind. Bring your questions, your hot takes, and your curiosity. What to expect: - Casual, free-flowing conversation about software testin - A friendly crowd of QA folks, from juniors to veterans - Drinks available at the venue — alcoholic and non-alcoholic (just a friendly reminder that everyone covers their own tab) - Zero formality Whether you're here to learn, share, network, or just unwind with people who get what a flaky test feels like — come join us. See you there.

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