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

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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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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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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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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Speedscale

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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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LoadFocus

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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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Boosting API Throughput for Financial Platforms

Sep 20, 2026 By Bogdan In LoadFocus

The most effective way to improve API throughput is a pragmatic mix of measurement, understanding provider constraints, and targeted engineering fixes. Always weigh throughput gains against their impact on reliability and user experience. Sustainable performance comes from addressing bottlenecks at every layer, not just tuning the API in isolation.

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LoadFocus

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Guide to Load Testing Multi-Tenant SaaS Applications (2026)

Sep 19, 2026 By Bogdan In LoadFocus

Multi-tenant SaaS applications require a fundamentally different approach to load testing. Standard scripts that ignore tenant boundaries often miss critical issues. Tenant-aware load testing is essential for accurately measuring both overall performance and the integrity of data isolation. Without this, subtle forms of cross-tenant data leakage or resource contention may go undetected, especially under realistic, mixed-tenant workloads.

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RAG in Quality Engineering: Ship Faster, Test Smarter | Janani Balasubramanian

Sep 19, 2026 By The Test Tribe In The Test Tribe

How can Retrieval-Augmented Generation (RAG) help Quality Engineering teams ship faster and test smarter? In this TTTribeCast session, Janani Balasubramanian explores the practical applications of RAG in Quality Engineering and how teams can use organizational knowledge, testing data, and engineering context to improve the way they design, prioritize, and execute testing.

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