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Perspectives

When AI Scrapes the Internet, It Learns From Us (Flaws Included)

AI doesn’t just learn from data, it learns from us, and we are far from perfect. When it scrapes the internet for knowledge, it also absorbs our biases, blind spots, and noise, shaping how it interprets the world.

Popular posts

  • Culture Meet a Test Lead: Delfina
  • Basics Payments Testing: What is it? The 2025 Ultimate Guide
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Preparing Testers for the AI Era: How We are Building AI Testing Skills at Testlio

For years, QA practices were designed for predictable, rules-based software. AI has upended that reality by introducing risks that traditional methods cannot fully address.

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OpenAI vs Claude on a RAG App: What Failed and What to Fix First

We put two of the most talked-about models head-to-head in a real-world RAG scenario, and the results might surprise you.

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The Cost of Ignoring AI QA

AI is no longer just a technical feature, it is a business-critical system that shapes conversations, decisions, and customer experiences.

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Resources

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Modern Software Testing: How YELL Payments Builds and Releases Innovative Fintech Experiences

In this exclusive fireside chat, YELL’s CEO, Florian Berlinger, and Testlio’s VP of Payments Solutions, Eric Liebman, explore how great payment products are designed, built, tested, and released—all with high velocity and flexibility.

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The New Age of Automation: How AI & No-Code Testing Are Redefining Quality Engineering

Join Emeka Obianwu, VP of Alliances at Testlio, and Todd McNeal, Co-founder of Reflect, to see how engineering leaders can harness AI and no-code technologies to scale automation and deliver better products with confidence.

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Quality With Wings: Red Bull’s Approach

Discover how Red Bull strikes the perfect balance between efficiency and meticulous attention to detail, ensuring that every digital touchpoint delivers on its world-class brand promise—from mobile apps and streaming platforms to immersive online events.

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Case studies

Quality software testing partner increased P1 issues 25%

How Quizlet improved quality and removed delivery bottlenecks by switching to Testlio.

Create a full coverage, global sprint cycle

Rapidly scaling ‘startup-within-an-enterprise’ learns to sprint with Testlio.

Harness real-world testing to perfect mobile ordering

This leading QSR needed real testers to travel to restaurant locations to find real issues before customers.

See more case studies
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