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البرمجيات قيد التحليل بانتظار التحليل الذكي InfoQ 29 آب 2026, 04:00

Presentation: Architecting the Data Layer for AI Agents: From Transactional Systems to MCP and Semantic Models

Fabiane Nardon shares how TOTVS prepares enterprise data for token-hungry AI agents. She discusses balancing deterministic logic and non-deterministic LLMs across precision, security, and cost. Nardon details using data mesh, low-latency database architectures, semantic ontologies, and dynamic MCP tool selection to optimize context windows and reduce token overhead in transactional systems. By Fabiane Nardon

Presentation: Architecting the Data Layer for AI Agents: From Transactional Systems to MCP and Semantic Models

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Fabiane Nardon shares how TOTVS prepares enterprise data for token-hungry AI agents. She discusses balancing deterministic logic and non-deterministic LLMs across precision, security, and cost. Nardon details using data mesh, low-latency database architectures, semantic ontologies, and dynamic MCP tool selection to optimize context windows and reduce token overhead in transactional systems. By Fabiane Nardon

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Presentation: Complexity and Creativity in Software Engineering البرمجيات

Presentation: Complexity and Creativity in Software Engineering

Phillip Mortimer discusses the shift toward write-only software driven by AI code generation. He explains why traditional pull requests are broken and shares how engineering leaders can manage complexity by decoupling intent from implementation, automating code reviews, and building self-healing architecture to unleash developer creativity across senior engineering and architecture teams. By Phillip Mortimer

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htmx 4.0: A fetch Based Rewrite, Built-In Morphing Swaps, and Explicit Attribute Inheritance البرمجيات

htmx 4.0: A fetch Based Rewrite, Built-In Morphing Swaps, and Explicit Attribute Inheritance

htmx 4 has been released, featuring a transition from XMLHttpRequest to the fetch() API, enhancing streaming capabilities. Key updates include built-in morphing swaps for DOM state preservation and an hx-partial tag for cleaner updates. Attribute inheritance is now explicit, with event names standardized. The library maintains focus on minimal JavaScript while remaining popular among frameworks. By Daniel Curtis

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Article: Architecting Secure and Scalable Facial Verification Systems البرمجيات

Article: Architecting Secure and Scalable Facial Verification Systems

When three thousand employees verify at once, synchronous API calls collapse. This article presents a four-layer architecture for high-volume face verification: client-side filtering that cut cloud costs 30%, decoupled detection and verification enabling 10x scaling, risk-based dynamic thresholds, and zero-trust privacy with consent gates and automated data purging for GDPR and HIPAA. By Praveen Kumar Gopalakrishnan

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