Feb 24
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Observability has evolved far beyond dashboards and alerts. In modern cloud-native systems—distributed, dynamic, and AI-driven—teams need deeper visibility into system behavior, faster root-cause analysis, and intelligent operational support. In this video, we explore modern observability strategies and how LLM-assisted monitoring is reshaping cloud operations. This Uplatz Explainer video breaks down the foundations of modern observability, including metrics, logs, traces, events, and contextual telemetry. You’ll learn how observability differs from traditional monitoring, why correlation matters more than raw signals, and how high-cardinality data enables deeper insight into complex systems. The video then explores how large language models (LLMs) are being applied to observability workflows. We discuss how LLMs assist with alert summarization, anomaly explanation, log and trace analysis, incident triage, and natural-language querying of telemetry data. You’ll see how AI augments human operators by reducing cognitive load and accelerating decision-making—without replacing engineering judgment. In addition, we examine architectural patterns for LLM-assisted observability, including data pipelines, vectorization of telemetry, retrieval-augmented generation (RAG), guardrails, and integration with existing observability stacks. We also cover key challenges such as signal quality, hallucination risk, cost control, security, and operational trust. This video is ideal for SREs, DevOps and platform engineers, cloud architects, AI practitioners, and technical leaders who want to understand how modern observability is evolving—and how LLMs can be safely and effectively integrated into cloud monitoring and operations. #Observability #CloudMonitoring #LLMOps #SRE #DevOps #CloudNative #AIOps #SystemReliability #PlatformEngineering #Uplatz ---------------------------------------------- 🌐 Welcome to Uplatz – Your Gateway to Career Transformation! To access full courses or training bundles: 🌐 https://uplatz.com 📧 support@uplatz.com 🎓 About Uplatz Uplatz is a global leader in online IT and professional training, offering comprehensive courses in AI, machine learning, data science, cloud computing, cybersecurity, and enterprise technologies such as SAP, Oracle, Salesforce, and ServiceNow. With expert-led programs and real-world learning paths, Uplatz empowers learners and organizations across 190+ countries to build future-ready skills and thrive in the digital era. 📘 Explore Uplatz Course Portfolio Learn the most in-demand and emerging technologies with Uplatz: ✅ AI & Machine Learning – Agentic AI, LLMs, LangChain, Deep Learning, MLOps, LLMOps ✅ Cloud & DevOps – AWS, Azure, GCP, Docker, Kubernetes, Terraform, CI/CD ✅ Data & Analytics – Data Science, Data Engineering, Power BI, Tableau, Big Data (Spark, Kafka) ✅ Programming & Frameworks – Python, FastAPI, Django, Java, JavaScript, SQL ✅ Cybersecurity & Blockchain – Ethical Hacking, Cloud Security, Zero Trust, Blockchain & Web3 ✅ IoT & Embedded Systems – IoT Platforms, Edge Computing, Embedded C, Microcontrollers ✅ ERP & CRM – SAP (all modules), Salesforce, Oracle ERP, Microsoft Dynamics ✅ Web & App Development – Full-Stack Development, React, Angular, Node.js, Flutter 🎓 Master cutting-edge skills. Build your tech career with Uplatz. 🌐 Learn more: https://uplatz.com 🎯 Why Choose Uplatz ✔️ Job-focused, project-based learning ✔️ Globally recognized certifications ✔️ Lifetime access & affordable pricing ✔️ Career guidance and mentorship 🔔 Subscribe for weekly tech tutorials, demos, and success stories. 📲 Follow us on LinkedIn, Instagram, Twitter, and Facebook. #Uplatz #Tech #Technology #MachineLearning #CloudComputing #Learning