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The latest News and Information on Software Testing and related technologies.

Data Interoperability vs Healthcare Interoperability: Definitions, Differences, and Why Both Matter - The 2026 Comparison Guide

Sep 23, 2026 By Suhas Phartale In Zymr

Data interoperability enables systems to exchange and reuse information across platforms. Healthcare interoperability extends that capability with clinical context, patient identity, privacy, and compliance controls. This guide answers what is data interoperability, what is healthcare interoperability, and how the two relate. In 2026, the distinction supports regulatory readiness, reliable AI, and safer data exchange.

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Zymr

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What's Next for QA Careers? | Fireside Chat with Rahul Shetty

Sep 23, 2026 By The Test Tribe In The Test Tribe

In this fireside chat, Rahul Shetty - one of the most widely followed test automation educators - explores how AI is reshaping testing careers, which QA roles and skills are gaining relevance, and what testers should focus on learning next. He also shares how AI is being used by real testing teams, what interview panels are looking for in 2026, and how testers can stay relevant as the industry evolves. A practical conversation on the future of QA, beyond the AI hype.

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How Will Software Engineers Interface with AI in the Future? aicoding #devops #techdebate #aiagents

Sep 23, 2026 By Speedscale In Speedscale

A breakdown of the three potential ways software engineers will interact with AI coding assistants, ranging from local desktop setups to fully automated software delivery factories. Learn more: speedscale.com.

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Speedscale

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Imaginary Test Data. Real Token Bill.

Sep 22, 2026 By Alan Mon In Speedscale

Ask an AI for K-pop concert advice without saying the group, city, date, or budget. It may confidently send you to a BLACKPINK tribute night in Cleveland with a $400 resale ticket. The AI was plenty confident. It just had nothing real to go on. That is exactly what happens when developers test AI applications with invented traffic. The test may look reasonable. The result may even pass. But when real users arrive, with messy histories, incomplete inputs, odd request sequences, and unpredictable timing, the application has to improvise. And improvising is expensive.

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Speedscale

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Scaling Borderlands 4: Cloud Builds, CI/CD, and the Hidden Costs of Success

Sep 22, 2026 By Perforce In Perforce

Three years after discussing Gearbox's cloud-based build pipeline with the P4 team, Steve Fortier and Phillip Peterson return to share what happened as Borderlands 4 grew from a secret project into a live game. As the team grew to support more branches, patches, and ongoing content, they encountered new challenges in P4, AWS, TeamCity, and Unreal Game Sync that only emerged on a massive scale. From symbol servers and workspace management to AWS storage and snapshot performance, they walk through the troubleshooting process behind several unexpected bottlenecks.

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Humans at the Frontier

Sep 22, 2026 By Summer Weisberg In Testlio

When top leaders from AI frontier model companies, who are often seen as competitors, come to a resounding agreement that AI development needs to slow down, we need to listen.

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Testlio

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Insurance Workflow Automation: From RPA to Straight-Through Processing - The 2026 Maturity Model

Sep 21, 2026 By Sitanshu Joshi In Zymr

Insurance workflow automation connects data, applications, business rules, and approvals across insurance operations. It reduces manual handoffs across claims, underwriting, billing, and policy servicing the same discipline behind Zymr’s work in the adjacent fintech and BFSI space. RPA automates repetitive tasks but cannot manage complex, end-to-end decisions independently.

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Zymr

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Performance Testing Security: A 2026 Imperative

Sep 21, 2026 By Bogdan In LoadFocus

Performance testing security in isolation is no longer sufficient. Security vulnerabilities often emerge under peak load, when systems are most exposed. Testing for both performance and security, together and under stress, is now a baseline requirement for organizations that prioritize resilience.

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The Dark Matter of Payment Testing: The Risk Hiding Outside Your Test Suite

Sep 21, 2026 By Hemraj Bedassee In Testlio

One thing I keep coming back to when thinking about payment quality is that we naturally measure what we can see.

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Testlio

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Claude and Codex Are Slowing Your Engineering Team Down #speedscale #devops #aicoding #claude #codex

Sep 21, 2026 By Speedscale In Speedscale

While AI coding tools dramatically slash development time, they are quietly inflating testing and maintenance burdens because teams no longer fully understand their codebase. Discover how leading engineering teams are shifting focus to testing and context packages to eliminate bottlenecks and unlock true AI efficiency.

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