قرار مؤسسي حول مراقبة وكلاء الذكاء الاصطناعي

المصطلحات التقنية

عبء عمل وكيل

تطبيق أو مكون يستخدم وكيلاً ذكياً لتنفيذ خطوات أو اختيار أدوات أو اتخاذ إجراءات ضمن مهمة محددة.

أثر تشغيلي

سجل يساعد على فهم ما حدث أثناء تنفيذ طلب أو مهمة داخل التطبيق.

مقيّم

آلية تستخدم لمراجعة جانب محدد من جودة الاستجابة أو التصرف وفق معايير محددة.

تراجع الأداء

حالة يظهر فيها أن إصداراً أو إعداداً أحدث أصبح أقل ملاءمة من النتيجة المتوقعة في التقييم.

Source facts referenced from Amazon Web Services: https://aws.amazon.com/blogs/aws/introducing-amazon-cloudwatch-omni-ai-powered-observability-for-generative-ai-and-agentic-workloads. This article is an original Kenzie synthesis and does not reproduce the source article.

Verified source facts used: Amazon Web Services announced Amazon CloudWatch Omni for generative AI and agentic workloads; the summary describes observability, evaluation, experimentation, off-console access, open-standards positioning, local development use, optional AWS connection, shared traces, built-in evaluators, prompt comparison, dataset creation from production traffic, experiments, and regression detection. Evidence limits: only the supplied title and RSS summary were used; the full article, service documentation, pricing, service-level terms, security controls, compliance posture, availability details, and customer outcomes were not verified here. Claims deliberately not made: no benchmark, vulnerability, legal conclusion, regional conclusion, AWS best-practice mandate, or implementation guarantee is asserted. Independent decision reasoning added: the article frames evaluation workflow, shared behavioral evidence, and local-to-cloud staging as enterprise review criteria logically derived from the supplied facts, without attributing those criteria as AWS findings. Automated copyright score: 99. Source-overlap ratio: 0.0056. Longest source match: 13 words. Rights basis: trusted syndicated RSS metadata used only for factual, attributed synthesis.