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Building reliable AI agents for production environments

A new technical guide details how to construct advanced AI agents that maintain stability in production settings. The article covers the ReAct architecture, planning loops, and state management using event sourcing. It also explains durable execution with Azure Durable Functions and multi-agent collaboration patterns. The author emphasizes placing reliability in deterministic code rather than relying…

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Two critical PHP vulnerabilities nearly caused a global web outage

Security researchers at Calif discovered two critical bugs in the PHP programming language, designated as CVE-2026-109618 and CVE-2026-109619, which allow unauthenticated remote code execution. The PHP Foundation released patches on Wednesday after a coordinated disclosure period, prompting millions of systems to update to prevent unauthorized access. Amazon detected exploitation attempts a week before the official…

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CIS introduces new SecureSuite features for security posture

The Center for Internet Security announced new capabilities for its SecureSuite Platform to help organizations improve their cybersecurity posture. A new feature called Cybersecurity Journey converts assessment results into an interactive roadmap aligned with the NIST Cybersecurity Framework functions. The update also includes an integrations framework supporting Action1 and direct access to CIS Benchmarks from…

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CISA provides free vulnerability scanning to government and critical infrastructure

CISA offers free vulnerability and web application scanning to eligible public and private organizations. The service monitors internet-accessible assets and provides weekly reports with urgent alerts for critical findings. Web application scanning includes monthly reports on vulnerabilities and misconfigurations. Eligible entities can enroll by sending an email to a designated CISA address. CISA states that…

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Treasury reports $270 million in student aid fraud activity

The U.S. Department of the Treasury announced that FinCEN identified approximately $270 million in suspicious financial activity linked to federal student aid fraud. These findings have been referred to federal investigators to pursue potential fraud schemes and ensure accountability. Since a July 2026 alert, financial institutions filed nearly 100 suspicious activity reports, revealing over 20,000…

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PLA and Microsoft launch free AI training for public libraries

The Public Library Association and Microsoft announced a partnership to provide no-cost artificial intelligence skills training for library staff and patrons. The initiative, titled Building AI Skills and Agency Through Libraries, aims to help communities use AI responsibly while protecting privacy and evaluating accuracy. A free webinar series and virtual workshops will begin in December…

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