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BeyondQuality

by Vitaly Sharovatov · English · Tech & Science

The Beyond Quality Podcast brings QA/QE professionals together to explore current research from our collaborative community. Each month, we discuss open projects, share insights, and highlight how collaborative work is pushing the craft of quality forward.

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New episodes
Monthly
Typical length
49 min
Latest
18 Sep 2026
Language
English

Latest episode

18 Sep 2026 · 51 min

Episode 13: The role of quality in AI governance

What happens when an AI agent looks for an API key and deletes a production database, when it wasn’t supposed to? As quality professionals, governance wasn’t a topic that particularly interested us. Most organizations have glaring gaps in governance that were ignored thus far. In this episode with Brijesh Deb, Vitaly and Anupam dig deeper into governance and conclude how with AI, these governance gaps become too big to ignore. What’s more? Fixing that gap is a perfect opportunity for quality professionals to establish greater relevance in the era of AI-powered software development. Brijesh…

Earlier episodes 12 most recent

  1. 14 Aug 2026 · 45 min

    Episode 12: AI governance: automated decisions and human responsibility

    AI can now make or support decisions that were once made only by humans. But there is one thing AI cannot take on: responsibility. When an AI system recommends, approves, rejects, prioritises or acts, a human or organisation still needs to be accountable for the outcome. Meaningful human oversight requires more than putting a person at the end of the process and asking them to click the Approve button. The person needs access to the right information: what AI decided, why, what data influenced the decision, what uncertainty exists, and what risks or alternatives were considered. In this…

  2. 24 Jul 2026 · 49 min

    Episode 11: Can LLM Judges go beyond automated testing?

    LLM outputs are hard to automatically test. You can’t use assertions for verifying a software that produces varied outputs for the same inputs that may nevertheless be acceptable. Evaluation of AI systems using human domain experts might work for a few cases, but this doesn’t scale. We need automation of judgement and not merely string comparison. But once you do automate judgement at scale, can you go from verification to validation? Can you move from from testing an AI product to improving it? This episode centers around Anupam’s enquiry on LLM judges. Hosts Maryia, Vitaly and Anupam…

  3. 27 May 2026 · 53 min

    Episode 10: deep dive in AI era testing research

    With developers using AI, how do quality professionals deal with reviewing increasing amounts of work to review? How can we keep pace with AI-accelerated coding? In this episode, we spoke about two different kinds of quality teams – proactive and reactive. We then explore the coordination and rework challenges that AI accelerated development poses to each of these teams. We finally end with a sobering prediction: reactive quality practices that were already wasteful in the pre-AI era will now become unsustainable. Research:…

  4. 16 Apr 2026 · 47 min

    Episode 9: AI, Testing and DORA with Lisa Crispin

    Vitaly, Anupam, and Maryia sit down with Lisa Crispin (independent consultant, DORA community guide, co-author with Janet Gregory of the Agile Testing books). Lisa watched the industry fire testers when automation arrived in the early 2000s. The same panic is repeating with AI, but non-deterministic AI output demands more quality thinking, not less. Big batches never worked well; now they stop working entirely. Testing-after never worked well; now it can't work at all. DORA's 2025 research captures the pattern: AI is an amplifier. Whatever teams were already doing, good or bad, gets scaled…

  5. 28 Mar 2026 · 50 min

    Episode 8: AI generates code. Who carries the understanding?

    Vitaly, Anupam, and Maryia sit down with Liliia Abdulina — Head of QA at JetBrains and co-researcher on the BeyondQuality AI-era testing study — who came to this topic the way most useful research starts: with a real problem on her hands. Developers at JetBrains were accelerating with AI, QA was becoming the bottleneck, and she wanted to understand why. The conversation that follows makes the case that this bottleneck isn't new — managers were already complaining "why is testing delaying us" long before AI. What AI did was make a structural problem impossible to ignore. When humans wrote…

  6. 27 Feb 2026 · 47 min

    Episode 7: "On trust"

    Maryia, Vitaly, and Anupam sit down with Asya Isakova — an organisational psychologist who's been studying how people function at work since 2007 — to explore her BeyondQuality research on trust in teams. The most counterintuitive finding: trust matters most in hierarchical organisations, precisely the ones that tend to destroy it with KPIs and approval chains. In high-hierarchy teams, subordinates decide what information to share based on whether they trust their manager — and if they don't, the entire decision chain corrupts. The conversation unpacks how lack of trust works like a tax:…

About BeyondQuality

The Beyond Quality Podcast brings QA/QE professionals together to explore current research from our collaborative community. Each month, we discuss open projects, share insights, and highlight how collaborative work is pushing the craft of quality forward.

BeyondQuality is a English tech & science podcast from Vitaly Sharovatov. Melo plays each episode straight from the publisher's own feed — no ads added, no account needed — and remembers where you stopped, in this browser only.

Publisher
Vitaly Sharovatov
Language
English
New episodes
Monthly
Typical length
49 min
Latest episode
18 Sep 2026
Feed
RSS — paste into any podcast app
Rights
2026 Vitaly Sharovatov

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