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ExternalSoftware Engineering
DZone

Testing AI-Infused Apps: A Dual-Layer Framework for AI Quality Assurance

AI-infused apps are different from traditional software. Apps that embed large language models, agents, retrieval-augmented generation (RAG), or tool-calling workflows bring their own characteristics. They combine deterministic code with probabilistic intelligence. This creates new failure modes that standard testing practices cannot fully address. Engineering leaders, QA architects, platform teams, DevOps engineers, AI product owners, and reliability teams must adopt a dual testing strategy: ri

DZoneRead original
ExternalCybersecurity
SecurityWeek

Willow Raises $7 Million for Securing Autonomous AI Agents

Willow (formerly Webrix) emerged from stealth mode with an access platform designed to secure enterprise AI agents. The post Willow Raises $7 Million for Securing Autonomous AI Agents appeared first on SecurityWeek.

Cybersecurity FundingAIfunding
SecurityWeekRead original
ExternalTechnology Trends
The Verge Tech

TSMC struggles to keep up with AI demand: ‘We can only support so much’

Taiwan Semiconductor Manufacturing Co. - the world's biggest semiconductor-maker - is struggling to meet demands from American customers even with its factory buildout in the US, according to reports from Reuters and Bloomberg. "Customer demand is so high, and we can only support so much," TSMC CEO C.C. Wei said after a shareholder meeting on Thursday, Reuters reports. "We are doing our best to ensure TSMC does not become a bottleneck." The surge in AI use has already put constraints on the memo

The Verge TechRead original
External
The Hacker News

ThreatsDay Bulletin: AI Agents Gone Wrong, Sketchy C2 Tools, ClickFix Tricks, JS Backdoors & 20+ New Stories

It got stupid again. The internet still feels held together with tape. Bad plugins, old bugs, fake tools, trusted apps doing shady things. Same mess, new wrapper. And now the weird stuff is normal. Forums go down and come back worse. Cheap hackers get better toys. AI starts breaking real systems. Great. Read the whole thing before it ruins your week anyway. Unauthenticated

The Hacker NewsRead original

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